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2025
[j270]
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Changsheng Xu, Yuwen Liu, Shaopan Wang, Yuqian Wang, Xiang Lin, Wenying Guan, Shujia Guo, Zhaolin Liu, Qiuping Liu, Hui Zhang, Wenjin Zou, Ying Li, Caihong Huang, Jiaoyue Hu, Huping Wu, Zhiming Luo, Zuguo Liu:
Deep learning-based automatic image quality control system for anterior eye segment in slit lamp and smartphone. Biomed. Signal Process. Control. 106: 107776 (2025)
[j269]
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Yuxiang Shao, Feifei Zhang, Changsheng Xu:
Text-Video Knowledge Guided Prompting for Weakly Supervised Temporal Action Localization. IEEE Trans. Circuits Syst. Video Technol. 35(5): 4184-4197 (2025)
[j268]
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Dizhan Xue, Shengsheng Qian, Quan Fang, Changsheng Xu:
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering. IEEE Trans. Multim. 27: 16-27 (2025)
[j267]
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Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Weiming Dong, Changsheng Xu:
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. IEEE Trans. Neural Networks Learn. Syst. 36(2): 3370-3383 (2025)
[c360]
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Feifei Zhang, Zhaoyi Zhang, Xi Zhang, Changsheng Xu:
When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach. AAAI 2025: 9887-9895
[c359]
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Chaofan Chen, Xiaoshan Yang, Changsheng Xu:
Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning. AAAI 2025: 15749-15757
[c358]
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Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu:
Pilot: Building the Federated Multimodal Instruction Tuning Framework. AAAI 2025: 21716-21724
[c357]
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Zhenyu Yang, Yuhang Hu, Zemin Du, Dizhan Xue, Shengsheng Qian, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu:
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding. ICLR 2025
[e13]
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Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki:
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part I. Lecture Notes in Computer Science 15520, Springer 2025, ISBN 978-981-96-2053-1 [contents]
[e12]
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Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki:
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part II. Lecture Notes in Computer Science 15521, Springer 2025, ISBN 978-981-96-2060-9 [contents]
[e11]
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Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki:
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part III. Lecture Notes in Computer Science 15522, Springer 2025, ISBN 978-981-96-2063-0 [contents]
[e10]
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Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki:
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part IV. Lecture Notes in Computer Science 15523, Springer 2025, ISBN 978-981-96-2070-8 [contents]
[e9]
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Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki:
MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part V. Lecture Notes in Computer Science 15524, Springer 2025, ISBN 978-981-96-2073-9 [contents]
[i94]
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  - journals/corr/abs-2501-13985
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Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu:
Pilot: Building the Federated Multimodal Instruction Tuning Framework. CoRR abs/2501.13985 (2025)
[i93]
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  - journals/corr/abs-2501-15641
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Yuxin Zhang, Minyan Luo, Weiming Dong, Xiao Yang, Haibin Huang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu:
Bringing Characters to New Stories: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting. CoRR abs/2501.15641 (2025)
[i92]
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  - journals/corr/abs-2502-10810
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Zhenyu Yang, Yuhang Hu, Zemin Du, Dizhan Xue, Shengsheng Qian, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu:
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding. CoRR abs/2502.10810 (2025)
[i91]
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  - journals/corr/abs-2502-14282
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Haowei Liu, Xi Zhang, Haiyang Xu, Yuyang Wanyan, Junyang Wang, Ming Yan, Ji Zhang, Chunfeng Yuan, Changsheng Xu, Weiming Hu, Fei Huang:
PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC. CoRR abs/2502.14282 (2025)
[i90]
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  - journals/corr/abs-2503-11160
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Guanhua Zheng, Jitao Sang, Changsheng Xu:
Unifying Perplexing Behaviors in Modified BP Attributions through Alignment Perspective. CoRR abs/2503.11160 (2025)
[i89]
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  - journals/corr/abs-2503-21069
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Fan Qi, Yu Duan, Changsheng Xu:
Efficient Multi-Instance Generation with Janus-Pro-Dirven Prompt Parsing. CoRR abs/2503.21069 (2025)
[i88]
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  - journals/corr/abs-2503-23283
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Lu Yu, Haoyu Han, Zhe Tao, Hantao Yao, Changsheng Xu:
Language Guided Concept Bottleneck Models for Interpretable Continual Learning. CoRR abs/2503.23283 (2025)
[i87]
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  - journals/corr/abs-2503-23746
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Dizhan Xue, Jing Cui, Shengsheng Qian, Chuanrui Hu, Changsheng Xu:
Short-video Propagation Influence Rating: A New Real-world Dataset and A New Large Graph Model. CoRR abs/2503.23746 (2025)
2024
[j266]
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Hantao Yao, Lu Yu, Changsheng Xu:
Few-shot Incremental Learning with Textual Knowledge Embedding by Visual-language Model. Int. J. Softw. Informatics 14(2): 123-144 (2024)
[j265]
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Xi Zhang, Feifei Zhang, Changsheng Xu:
NExT-OOD: Overcoming Dual Multiple-Choice VQA Biases. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 1913-1931 (2024)
[j264]
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Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu:
Cross-Modal Federated Human Activity Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5345-5361 (2024)
[j263]
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Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu:
Hierarchical Augmentation and Distillation for Class Incremental Audio-Visual Video Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7348-7362 (2024)
[j262]
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Dizhan Xue, Shengsheng Qian, Changsheng Xu:
Integrating Neural-Symbolic Reasoning With Variational Causal Inference Network for Explanatory Visual Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7893-7908 (2024)
[j261]
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  - journals/tcsv/FuGBX24
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Jie Fu, Junyu Gao, Bing-Kun Bao, Changsheng Xu:
Multimodal Imbalance-Aware Gradient Modulation for Weakly-Supervised Audio-Visual Video Parsing. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4843-4856 (2024)
[j260]
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Fan Qi, Huaiwen Zhang, Xiaoshan Yang, Changsheng Xu:
A Versatile Multimodal Learning Framework for Zero-Shot Emotion Recognition. IEEE Trans. Circuits Syst. Video Technol. 34(7): 5728-5741 (2024)
[j259]
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Yongxi Li, Wenzhong Tang, Shuai Wang, Shengsheng Qian, Changsheng Xu:
Distribution-Guided Hierarchical Calibration Contrastive Network for Unsupervised Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7149-7164 (2024)
[j258]
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Haoliang Zhou, Shucheng Huang, Feifei Zhang, Changsheng Xu:
CEPrompt: Cross-Modal Emotion-Aware Prompting for Facial Expression Recognition. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11886-11899 (2024)
[j257]
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Zhe Tao, Lu Yu, Hantao Yao, Shucheng Huang, Changsheng Xu:
Class Incremental Learning for Light-Weighted Networks. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12210-12220 (2024)
[j256]
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Yifan Jiao, Hantao Yao, Bing-Kun Bao, Changsheng Xu:
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection. IEEE Trans. Image Process. 33: 2808-2822 (2024)
[j255]
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Junyu Gao, Xinhong Ma, Changsheng Xu:
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation. IEEE Trans. Image Process. 33: 5284-5297 (2024)
[j254]
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Shengsheng Qian, Dizhan Xue, Jun Hu, Huaiwen Zhang, Changsheng Xu:
Nonparametric Clustering-Guided Cross-View Contrastive Learning for Partially View-Aligned Representation Learning. IEEE Trans. Image Process. 33: 6158-6172 (2024)
[j253]
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Yifan Xu, Mengdan Zhang, Xiaoshan Yang, Changsheng Xu:
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection. IEEE Trans. Image Process. 33: 6253-6267 (2024)
[j252]
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Jun Hu, Bryan Hooi, Shengsheng Qian, Quan Fang, Changsheng Xu:
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 36(7): 3281-3296 (2024)
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Yufan Hu, Junyu Gao, Changsheng Xu:
Learning Multi-Expert Distribution Calibration for Long-Tailed Video Classification. IEEE Trans. Multim. 26: 555-567 (2024)
[j250]
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Yaguang Song, Xiaoshan Yang, Yaowei Wang, Changsheng Xu:
Recovering Generalization via Pre-Training-Like Knowledge Distillation for Out-of-Distribution Visual Question Answering. IEEE Trans. Multim. 26: 837-851 (2024)
[j249]
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Bowen Yuan, Yefei Sheng, Bing-Kun Bao, Yi-Ping Phoebe Chen, Changsheng Xu:
Semantic Distance Adversarial Learning for Text-to-Image Synthesis. IEEE Trans. Multim. 26: 1255-1266 (2024)
[j248]
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Fang Peng, Xiaoshan Yang, Linhui Xiao, Yaowei Wang, Changsheng Xu:
SgVA-CLIP: Semantic-Guided Visual Adapting of Vision-Language Models for Few-Shot Image Classification. IEEE Trans. Multim. 26: 3469-3480 (2024)
[j247]
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Linhui Xiao, Xiaoshan Yang, Fang Peng, Ming Yan, Yaowei Wang, Changsheng Xu:
CLIP-VG: Self-Paced Curriculum Adapting of CLIP for Visual Grounding. IEEE Trans. Multim. 26: 4334-4347 (2024)
[j246]
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Guanhua Zheng, Jitao Sang, Changsheng Xu:
TIF: Threshold Interception and Fusion for Compact and Fine-Grained Visual Attribution. IEEE Trans. Multim. 26: 4575-4589 (2024)
[j245]
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Yuxiang Shao, Feifei Zhang, Changsheng Xu:
Snippet-to-Prototype Contrastive Consensus Network for Weakly Supervised Temporal Action Localization. IEEE Trans. Multim. 26: 6717-6729 (2024)
[j244]
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Hairui Ren, Fan Tang, Xingjia Pan, Juan Cao, Weiming Dong, Zhiwen Lin, Ke Yan, Changsheng Xu:
${A^{2}Pt}$: Anti-Associative Prompt Tuning for Open Set Visual Recognition. IEEE Trans. Multim. 26: 8419-8431 (2024)
[j243]
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Yangbo Feng, Junyu Gao, Changsheng Xu:
Spatiotemporal Orthogonal Projection Capsule Network for Incremental Few-Shot Action Recognition. IEEE Trans. Multim. 26: 9825-9838 (2024)
[j242]
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Hantao Yao, Jifei Luo, Lu Yu, Changsheng Xu:
Camera-Incremental Object Re-Identification With Identity Knowledge Evolution. IEEE Trans. Multim. 26: 11246-11260 (2024)
[j241]
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Xiaoyu Kong, Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Yongyong Chen, Zhenyu He, Changsheng Xu:
Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channelwise Perspective. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8482-8496 (2024)
[j240]
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Pei Lv, Wentong Wang, Yunxin Wang, Yuzhen Zhang, Mingliang Xu, Changsheng Xu:
SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction. IEEE Trans. Neural Networks Learn. Syst. 35(9): 11989-12003 (2024)
[j239]
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Sisi You, Yukun Zuo, Hantao Yao, Changsheng Xu:
Incremental Audio-Visual Fusion for Person Recognition in Earthquake Scene. ACM Trans. Multim. Comput. Commun. Appl. 20(2): 53:1-53:19 (2024)
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Shangxi Wu, Jitao Sang, Kaiyan Xu, Guanhua Zheng, Changsheng Xu:
Adaptive Adversarial Logits Pairing. ACM Trans. Multim. Comput. Commun. Appl. 20(2): 56:1-56:16 (2024)
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Wen Guo, Wuzhou Quan, Junyu Gao, Tianzhu Zhang, Changsheng Xu:
Feature Disentanglement Network: Multi-Object Tracking Needs More Differentiated Features. ACM Trans. Multim. Comput. Commun. Appl. 20(3): 83:1-83:22 (2024)
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Sisi You, Hantao Yao, Bing-Kun Bao, Changsheng Xu:
Multi-object Tracking with Spatial-Temporal Tracklet Association. ACM Trans. Multim. Comput. Commun. Appl. 20(5): 129:1-129:21 (2024)
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Ziyue Wu, Junyu Gao, Shucheng Huang, Changsheng Xu:
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding. ACM Trans. Multim. Comput. Commun. Appl. 20(10): 318:1-318:22 (2024)
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Sifei Li, Yuxin Zhang, Fan Tang, Chongyang Ma, Weiming Dong, Changsheng Xu:
Music Style Transfer with Time-Varying Inversion of Diffusion Models. AAAI 2024: 547-555
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Chengcheng Ma, Ismail Elezi, Jiankang Deng, Weiming Dong, Changsheng Xu:
Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning. AAAI 2024: 14229-14237
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Hantao Yao, Rui Zhang, Changsheng Xu:
TCP: Textual-Based Class-Aware Prompt Tuning for Visual-Language Model. CVPR 2024: 23438-23448
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Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu:
Modality-Collaborative Test-Time Adaptation for Action Recognition. CVPR 2024: 26722-26731
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Fan Qi, Ruijie Pan, Huaiwen Zhang, Changsheng Xu:
FedVAD: Enhancing Federated Video Anomaly Detection with GPT-Driven Semantic Distillation. ECCV (53) 2024: 234-251
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Fan Qi, Yu Duan, Huaiwen Zhang, Changsheng Xu:
SignGen: End-to-End Sign Language Video Generation with Latent Diffusion. ECCV (53) 2024: 252-270
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Ming Tao, Bing-Kun Bao, Hao Tang, Yaowei Wang, Changsheng Xu:
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion. ECCV (56) 2024: 479-495
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Mengyuan Chen, Junyu Gao, Changsheng Xu:
R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning. ICLR 2024
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Junyu Gao, Xuan Yao, Changsheng Xu:
Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation. ICML 2024
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Zixin Zhang, Fan Qi, Changsheng Xu:
Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models. ICML 2024
[c346]
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Yifan Xu, Xiaoshan Yang, Yaguang Song, Changsheng Xu:
Libra: Building Decoupled Vision System on Large Language Models. ICML 2024
[c345]
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Jifei Luo, Hantao Yao, Changsheng Xu:
Cluster-Aware Similarity Diffusion for Instance Retrieval. ICML 2024
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Shuai Li, Fan Qi, Zixin Zhang, Changsheng Xu:
Cross-Modal Meta Consensus for Heterogeneous Federated Learning. ACM Multimedia 2024: 975-984
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Zhenyu Yang, Shengsheng Qian, Dizhan Xue, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu:
Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval. ACM Multimedia 2024: 1245-1254
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Dizhan Xue, Shengsheng Qian, Changsheng Xu:
Few-Shot Multimodal Explanation for Visual Question Answering. ACM Multimedia 2024: 1875-1884
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Feifei Zhang, Sijia Qu, Fan Shi, Changsheng Xu:
Overcoming the Pitfalls of Vision-Language Model for Image-Text Retrieval. ACM Multimedia 2024: 2350-2359
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Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu:
HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding. ACM Multimedia 2024: 5460-5469
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Ziyue Wu, Junyu Gao, Changsheng Xu:
Open-Vocabulary Video Scene Graph Generation via Union-aware Semantic Alignment. ACM Multimedia 2024: 8566-8575
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Ming Tao, Bing-Kun Bao, Hao Tang, Yaowei Wang, Changsheng Xu:
CoIn: A Lightweight and Effective Framework for Story Visualization and Continuation. ACM Multimedia 2024: 10659-10668
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Yuankang Pan, Zhaoquan Yuan, Xiao Wu, Zechao Li, Changsheng Xu:
TMM-CLIP: Task-guided Multi-Modal Alignment for Rehearsal-Free Class Incremental Learning. MMAsia 2024: 22:1-22:7
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Yifei Gao, Zhiyu Lin, Yunfan Yang, Jitao Sang, Xiaoshan Yang, Changsheng Xu:
Staying in the Cat-and-Mouse Game: Towards Black-box Adversarial Example Detection. MMGR@MM 2024: 35-43
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Chenlin Zhao, Jiabo Ye, Yaguang Song, Ming Yan, Xiaoshan Yang, Changsheng Xu:
Part-Aware Prompt Tuning for Weakly Supervised Referring Expression Grounding. MMM (3) 2024: 489-502
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Lu Yu, Haiyang Zhang, Changsheng Xu:
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models. NeurIPS 2024
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Mengyuan Chen, Junyu Gao, Changsheng Xu:
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models. NeurIPS 2024
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Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu:
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling. NeurIPS 2024
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Suyan Cheng, Feifei Zhang, Haoliang Zhou, Changsheng Xu:
Multi-modal Knowledge-Enhanced Fine-Grained Image Classification. PRCV (5) 2024: 333-346
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Sifei Li, Weiming Dong, Yuxin Zhang, Fan Tang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu:
Dance-to-Music Generation with Encoder-based Textual Inversion. SIGGRAPH Asia 2024: 135:1-135:11
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Zhenyu Yang, Dizhan Xue, Shengsheng Qian, Weiming Dong, Changsheng Xu:
LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval. SIGIR 2024: 80-90
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Huaiwen Zhang, Xinxin Liu, Qing Yang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu:
T³RD: Test-Time Training for Rumor Detection on Social Media. WWW 2024: 2407-2416
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  - journals/corr/abs-2401-06287
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Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu:
Hierarchical Augmentation and Distillation for Class Incremental Audio-Visual Video Recognition. CoRR abs/2401.06287 (2024)
[i85]
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Yukun Zuo, Hantao Yao, Lu Yu, Liansheng Zhuang, Changsheng Xu:
Hierarchical Prompts for Rehearsal-free Continual Learning. CoRR abs/2401.11544 (2024)
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Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Changsheng Xu:
CreativeSynth: Creative Blending and Synthesis of Visual Arts based on Multimodal Diffusion. CoRR abs/2401.14066 (2024)
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Sifei Li, Weiming Dong, Yuxin Zhang, Fan Tang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu:
Dance-to-Music Generation with Encoder-based Textual Inversion of Diffusion Models. CoRR abs/2401.17800 (2024)
[i82]
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Sifei Li, Yuxin Zhang, Fan Tang, Chongyang Ma, Weiming Dong, Changsheng Xu:
Music Style Transfer with Time-Varying Inversion of Diffusion Models. CoRR abs/2402.13763 (2024)
[i81]
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Ming Tao, Bing-Kun Bao, Hao Tang, Yaowei Wang, Changsheng Xu:
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion. CoRR abs/2404.05979 (2024)
[i80]
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Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu:
HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding. CoRR abs/2404.13400 (2024)
[i79]
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Yifan Xu, Xiaoshan Yang, Yaguang Song, Changsheng Xu:
Libra: Building Decoupled Vision System on Large Language Models. CoRR abs/2405.10140 (2024)
[i78]
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  - journals/corr/abs-2405-15549
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Hantao Yao, Rui Zhang, Lu Yu, Changsheng Xu:
SEP: Self-Enhanced Prompt Tuning for Visual-Language Model. CoRR abs/2405.15549 (2024)
[i77]
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  - journals/corr/abs-2406-02343
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Jifei Luo, Hantao Yao, Changsheng Xu:
Cluster-Aware Similarity Diffusion for Instance Retrieval. CoRR abs/2406.02343 (2024)
[i76]
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  - journals/corr/abs-2407-14744
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Yuyang Wanyan, Xiaoshan Yang, Weiming Dong, Changsheng Xu:
A Comprehensive Review of Few-shot Action Recognition. CoRR abs/2407.14744 (2024)
[i75]
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  - journals/corr/abs-2408-01076
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Lu Yu, Zhe Tao, Hantao Yao, Joost van de Weijer, Changsheng Xu:
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning. CoRR abs/2408.01076 (2024)
[i74]
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  - journals/corr/abs-2409-04720
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Junyu Gao, Mengyuan Chen, Liangyu Xiang, Changsheng Xu:
A Comprehensive Survey on Evidential Deep Learning and Its Applications. CoRR abs/2409.04720 (2024)
[i73]
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Shengsheng Qian, Zuyi Zhou, Dizhan Xue, Bing Wang, Changsheng Xu:
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models. CoRR abs/2409.18996 (2024)
[i72]
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Mengyuan Chen, Junyu Gao, Changsheng Xu:
Revisiting Essential and Nonessential Settings of Evidential Deep Learning. CoRR abs/2410.00393 (2024)
[i71]
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  - journals/corr/abs-2410-08021
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Linhui Xiao, Xiaoshan Yang, Fang Peng, Yaowei Wang, Changsheng Xu:
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling. CoRR abs/2410.08021 (2024)
[i70]
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  - journals/corr/abs-2410-08611
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Mengyuan Chen, Junyu Gao, Changsheng Xu:
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models. CoRR abs/2410.08611 (2024)
[i69]
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  - journals/corr/abs-2410-21802
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Lu Yu, Haiyang Zhang, Changsheng Xu:
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models. CoRR abs/2410.21802 (2024)
[i68]
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  - journals/corr/abs-2410-22979
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Yuxin Zhang, Dandan Zheng, Biao Gong, Jingdong Chen, Ming Yang, Weiming Dong, Changsheng Xu:
LumiSculpt: A Consistency Lighting Control Network for Video Generation. CoRR abs/2410.22979 (2024)
[i67]
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  - journals/corr/abs-2412-05619
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  - https://dblp.org/rec/journals/corr/abs-2412-05619
Ming Tao, Bing-Kun Bao, Yaowei Wang, Changsheng Xu:
Do We Need to Design Specific Diffusion Models for Different Tasks? Try ONE-PIC. CoRR abs/2412.05619 (2024)
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Linhui Xiao, Xiaoshan Yang, Xiangyuan Lan, Yaowei Wang, Changsheng Xu:
Towards Visual Grounding: A Survey. CoRR abs/2412.20206 (2024)
2023
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Wu-Qin Liu, Minxuan Lin, Haibin Huang, Chongyang Ma, Yu Song, Weiming Dong, Changsheng Xu:
Emotion-Aware Music Driven Movie Montage. J. Comput. Sci. Technol. 38(3): 540-553 (2023)
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Wei Wang, Junyu Gao, Changsheng Xu:
Weakly-Supervised Video Object Grounding via Causal Intervention. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3933-3948 (2023)
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Shengsheng Qian, Dizhan Xue, Quan Fang, Changsheng Xu:
Integrating Multi-Label Contrastive Learning With Dual Adversarial Graph Neural Networks for Cross-Modal Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4794-4811 (2023)
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Yifan Jiao, Hantao Yao, Changsheng Xu:
Dual Instance-Consistent Network for Cross-Domain Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7338-7352 (2023)
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Jie Fu, Junyu Gao, Changsheng Xu:
Semantic and Temporal Contextual Correlation Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12427-12443 (2023)
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Mengyuan Chen, Junyu Gao, Changsheng Xu:
Uncertainty-Aware Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15896-15911 (2023)
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Junyu Gao, Mengyuan Chen, Changsheng Xu:
Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15949-15963 (2023)
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Chengcheng Ma, Xingjia Pan, Qixiang Ye, Fan Tang, Weiming Dong, Changsheng Xu:
CrossRectify: Leveraging disagreement for semi-supervised object detection. Pattern Recognit. 137: 109280 (2023)
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Chengcheng Ma, Yang Liu, Jiankang Deng, Lingxi Xie, Weiming Dong, Changsheng Xu:
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models. IEEE Trans. Circuits Syst. Video Technol. 33(9): 4616-4629 (2023)
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Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu:
Debiased Video-Text Retrieval via Soft Positive Sample Calibration. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5257-5270 (2023)
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Chaofan Chen, Xiaoshan Yang, Jinpeng Zhang, Bo Dong, Changsheng Xu:
Category Knowledge-Guided Parameter Calibration for Few-Shot Object Detection. IEEE Trans. Image Process. 32: 1092-1107 (2023)
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Xi Zhang, Feifei Zhang, Changsheng Xu:
Reducing Vision-Answer Biases for Multiple-Choice VQA. IEEE Trans. Image Process. 32: 4621-4634 (2023)
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Dong Chen, Xingjia Pan, Fan Tang, Weiming Dong, Changsheng Xu:
SPA²Net: Structure-Preserved Attention Activated Network for Weakly Supervised Object Localization. IEEE Trans. Image Process. 32: 5779-5793 (2023)
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Quan Fang, Xiaowei Zhang, Jun Hu, Xian Wu, Changsheng Xu:
Contrastive Multi-Modal Knowledge Graph Representation Learning. IEEE Trans. Knowl. Data Eng. 35(9): 8983-8996 (2023)
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Pei Lv, Jianqi Fan, Xixi Nie, Weiming Dong, Xiaoheng Jiang, Bing Zhou, Mingliang Xu, Changsheng Xu:
User-Guided Personalized Image Aesthetic Assessment Based on Deep Reinforcement Learning. IEEE Trans. Multim. 25: 736-749 (2023)
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Yufan Hu, Junyu Gao, Changsheng Xu:
Learning Scene-Aware Spatio-Temporal GNNs for Few-Shot Early Action Prediction. IEEE Trans. Multim. 25: 2061-2073 (2023)
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Wei Wang, Junyu Gao, Xiaoshan Yang, Changsheng Xu:
Many Hands Make Light Work: Transferring Knowledge From Auxiliary Tasks for Video-Text Retrieval. IEEE Trans. Multim. 25: 2661-2674 (2023)
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Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Wenkui Ding, Changsheng Xu:
Heterogeneous Graph Contrastive Learning Network for Personalized Micro-Video Recommendation. IEEE Trans. Multim. 25: 2761-2773 (2023)
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Yiming Li, Xiaoshan Yang, Xuhui Huang, Zhe Ma, Changsheng Xu:
Zero-Shot Predicate Prediction for Scene Graph Parsing. IEEE Trans. Multim. 25: 3140-3153 (2023)
[j215]
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Yangbo Feng, Junyu Gao, Changsheng Xu:
Learning Dual-Routing Capsule Graph Neural Network for Few-Shot Video Classification. IEEE Trans. Multim. 25: 3204-3216 (2023)
[j214]
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Wei Wang, Junyu Gao, Changsheng Xu:
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations. IEEE Trans. Multim. 25: 6329-6340 (2023)
[j213]
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Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu:
Robust Video-Text Retrieval Via Noisy Pair Calibration. IEEE Trans. Multim. 25: 8632-8645 (2023)
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Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu:
Dual Structural Knowledge Interaction for Domain Adaptation. IEEE Trans. Multim. 25: 9057-9070 (2023)
[j211]
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Yangbo Feng, Junyu Gao, Shicai Yang, Changsheng Xu:
Spatial-Temporal Exclusive Capsule Network for Open Set Action Recognition. IEEE Trans. Multim. 25: 9464-9478 (2023)
[j210]
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Shideng Lin, Fan Tang, Weiming Dong, Xingjia Pan, Changsheng Xu:
SMNet: Synchronous Multi-Scale Low Light Enhancement Network With Local and Global Concern. IEEE Trans. Multim. 25: 9506-9517 (2023)
[j209]
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Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu:
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning. ACM Trans. Graph. 42(5): 169:1-169:16 (2023)
[j208]
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Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu:
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models. ACM Trans. Graph. 42(6): 244:1-244:14 (2023)
[j207]
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Yingying Zhang, Xian Wu, Quan Fang, Shengsheng Qian, Changsheng Xu:
Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation. ACM Trans. Inf. Syst. 41(1): 17:1-17:24 (2023)
[j206]
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Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Changsheng Xu:
User Cold-Start Recommendation via Inductive Heterogeneous Graph Neural Network. ACM Trans. Inf. Syst. 41(3): 64:1-64:27 (2023)
[j205]
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Yaguang Song, Xiaoshan Yang, Changsheng Xu:
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation. ACM Trans. Multim. Comput. Commun. Appl. 19(1s): 27:1-27:23 (2023)
[j204]
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Mengqi Yuan, Bing-Kun Bao, Zhiyi Tan, Changsheng Xu:
Adaptive Text Denoising Network for Image Caption Editing. ACM Trans. Multim. Comput. Commun. Appl. 19(1s): 41:1-41:18 (2023)
[j203]
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Yuyang Wanyan, Xiaoshan Yang, Xuan Ma, Changsheng Xu:
Dual Scene Graph Convolutional Network for Motivation Prediction. ACM Trans. Multim. Comput. Commun. Appl. 19(3s): 137:1-137:23 (2023)
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Xuan Ma, Xiaoshan Yang, Changsheng Xu:
Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference. ACM Trans. Multim. Comput. Commun. Appl. 19(4): 141:1-141:17 (2023)
[j201]
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Hao Liu, Xiaoshan Yang, Changsheng Xu:
Counterfactual Scenario-relevant Knowledge-enriched Multi-modal Emotion Reasoning. ACM Trans. Multim. Comput. Commun. Appl. 19(5s): 176:1-176:25 (2023)
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Yu Song, Fan Tang, Weiming Dong, Feiyue Huang, Tong-Yee Lee, Changsheng Xu:
Balance-Aware Grid Collage for Small Image Collections. IEEE Trans. Vis. Comput. Graph. 29(2): 1330-1344 (2023)
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  - conf/cvpr/0006MYSJWX23
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Jiaming Zhang, Xingjun Ma, Qi Yi, Jitao Sang, Yu-Gang Jiang, Yaowei Wang, Changsheng Xu:
Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples. CVPR 2023: 3984-3993
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Yuyang Wanyan, Xiaoshan Yang, Chaofan Chen, Changsheng Xu:
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition. CVPR 2023: 6492-6502
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Hantao Yao, Rui Zhang, Changsheng Xu:
Visual-Language Prompt Tuning with Knowledge-Guided Context Optimization. CVPR 2023: 6757-6767
[c324]
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Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu:
Inversion-based Style Transfer with Diffusion Models. CVPR 2023: 10146-10156
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Ming Tao, Bing-Kun Bao, Hao Tang, Changsheng Xu:
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis. CVPR 2023: 14214-14223
[c322]
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Mengyuan Chen, Junyu Gao, Changsheng Xu:
Cascade Evidential Learning for Open-world Weakly-supervised Temporal Action Localization. CVPR 2023: 14741-14750
[c321]
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Junyu Gao, Mengyuan Chen, Changsheng Xu:
Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio- Visual Event Perception. CVPR 2023: 18827-18836
[c320]
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Xi Zhang, Feifei Zhang, Changsheng Xu:
VQACL: A Novel Visual Question Answering Continual Learning Setting. CVPR 2023: 19102-19112
[c319]
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  - conf/cvpr/YouYBX23
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Sisi You, Hantao Yao, Bing-Kun Bao, Changsheng Xu:
UTM: A Unified Multiple Object Tracking Model with Identity-Aware Feature Enhancement. CVPR 2023: 21876-21886
[c318]
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  - conf/iccv/XueQX23
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Dizhan Xue, Shengsheng Qian, Changsheng Xu:
Variational Causal Inference Network for Explanatory Visual Question Answering. ICCV 2023: 2515-2525
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  - conf/icmcs/JiangYCX23
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Han Jiang, Xiaoshan Yang, Chaofan Chen, Changsheng Xu:
Fine-grained Primitive Representation Learning for Compositional Zero-shot Classification. ICME 2023: 456-461
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Kaixiang Yang, Junyu Gao, Yangbo Feng, Changsheng Xu:
Leveraging Attribute Knowledge for Open-set Action Recognition. ICME 2023: 762-767
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Zixin Zhang, Fan Qi, Shuai Li, Changsheng Xu:
AffectFAL: Federated Active Affective Computing with Non-IID Data. ACM Multimedia 2023: 871-882
[c314]
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Baochen Xiong, Xiaoshan Yang, Yaguang Song, Yaowei Wang, Changsheng Xu:
Client-Adaptive Cross-Model Reconstruction Network for Modality-Incomplete Multimodal Federated Learning. ACM Multimedia 2023: 1241-1249
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Xuan Yao, Junyu Gao, Mengyuan Chen, Changsheng Xu:
Video Entailment via Reaching a Structure-Aware Cross-modal Consensus. ACM Multimedia 2023: 4240-4249
[c312]
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  - conf/mm/Wu0X23
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Ziyue Wu, Junyu Gao, Changsheng Xu:
Weakly-supervised Video Scene Graph Generation via Unbiased Cross-modal Learning. ACM Multimedia 2023: 4574-4583
[c311]
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Yiming Li, Xiaoshan Yang, Changsheng Xu:
Iterative Learning with Extra and Inner Knowledge for Long-tail Dynamic Scene Graph Generation. ACM Multimedia 2023: 4707-4715
[c310]
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Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu:
C2MR: Continual Cross-Modal Retrieval for Streaming Multi-modal Data. ACM Multimedia 2023: 8963-8974
[c309]
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Qinghao Ye, Haiyang Xu, Ming Yan, Chenlin Zhao, Junyang Wang, Xiaoshan Yang, Ji Zhang, Fei Huang, Jitao Sang, Changsheng Xu:
mPLUG-Octopus: The Versatile Assistant Empowered by A Modularized End-to-End Multimodal LLM. ACM Multimedia 2023: 9365-9367
[c308]
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Yifan Xu, Mengdan Zhang, Chaoyou Fu, Peixian Chen, Xiaoshan Yang, Ke Li, Changsheng Xu:
Multi-modal Queried Object Detection in the Wild. NeurIPS 2023
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Shengsheng Qian, Hong Chen, Dizhan Xue, Quan Fang, Changsheng Xu:
Open-World Social Event Classification. WWW 2023: 1562-1571
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Jiaming Zhang, Xingjun Ma, Qi Yi, Jitao Sang, Yu-Gang Jiang, Yaowei Wang, Changsheng Xu:
Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples. CoRR abs/2301.01217 (2023)
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Ming Tao, Bing-Kun Bao, Hao Tang, Changsheng Xu:
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis. CoRR abs/2301.12959 (2023)
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  - journals/corr/abs-2302-11797
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Nisha Huang, Fan Tang, Weiming Dong, Tong-Yee Lee, Changsheng Xu:
Region-Aware Diffusion for Zero-shot Text-driven Image Editing. CoRR abs/2302.11797 (2023)
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Shangxi Wu, Qiuyang He, Fangzhao Wu, Jitao Sang, Yaowei Wang, Changsheng Xu:
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial Bias. CoRR abs/2303.01504 (2023)
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Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu:
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning. CoRR abs/2303.12710 (2023)
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Hantao Yao, Rui Zhang, Changsheng Xu:
Visual-Language Prompt Tuning with Knowledge-guided Context Optimization. CoRR abs/2303.13283 (2023)
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Linhui Xiao, Xiaoshan Yang, Fang Peng, Ming Yan, Yaowei Wang, Changsheng Xu:
CLIP-VG: Self-paced Curriculum Adapting of CLIP via Exploiting Pseudo-Language Labels for Visual Grounding. CoRR abs/2305.08685 (2023)
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Hantao Yao, Lu Yu, Jifei Luo, Changsheng Xu:
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution. CoRR abs/2305.15909 (2023)
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Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu:
ProSpect: Expanded Conditioning for the Personalization of Attribute-aware Image Generation. CoRR abs/2305.16225 (2023)
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Yifan Xu, Mengdan Zhang, Chaoyou Fu, Peixian Chen, Xiaoshan Yang, Ke Li, Changsheng Xu:
Multi-modal Queried Object Detection in the Wild. CoRR abs/2305.18980 (2023)
[i55]
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Jie Fu, Junyu Gao, Changsheng Xu:
Multimodal Imbalance-Aware Gradient Modulation for Weakly-supervised Audio-Visual Video Parsing. CoRR abs/2307.02041 (2023)
[i54]
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Jiaming Zhang, Jitao Sang, Qi Yi, Changsheng Xu:
Introducing Foundation Models as Surrogate Models: Advancing Towards More Practical Adversarial Attacks. CoRR abs/2307.06608 (2023)
[i53]
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Yifan Xu, Mengdan Zhang, Xiaoshan Yang, Changsheng Xu:
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection. CoRR abs/2308.15846 (2023)
[i52]
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Dizhan Xue, Shengsheng Qian, Zuyi Zhou, Changsheng Xu:
A Survey on Interpretable Cross-modal Reasoning. CoRR abs/2309.01955 (2023)
[i51]
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Junyu Gao, Xinhong Ma, Changsheng Xu:
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation. CoRR abs/2310.08071 (2023)
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Junyu Gao, Xuan Yao, Changsheng Xu:
Test-time Adaptive Vision-and-Language Navigation. CoRR abs/2311.13209 (2023)
[i49]
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Hantao Yao, Rui Zhang, Changsheng Xu:
TCP: Textual-based Class-aware Prompt tuning for Visual-Language Model. CoRR abs/2311.18231 (2023)
[i48]
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  - journals/corr/abs-2312-05288
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Yuxin Zhang, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu:
MotionCrafter: One-Shot Motion Customization of Diffusion Models. CoRR abs/2312.05288 (2023)
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Shengsheng Qian, Yifei Wang, Dizhan Xue, Shengjie Zhang, Huaiwen Zhang, Changsheng Xu:
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking. CoRR abs/2312.07955 (2023)
[i46]
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  - journals/corr/abs-2312-15702
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Chengcheng Ma, Ismail Elezi, Jiankang Deng, Weiming Dong, Changsheng Xu:
Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning. CoRR abs/2312.15702 (2023)
2022
[j199]
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Yifan Xu, HuaPeng Wei, Minxuan Lin, Yingying Deng, Kekai Sheng, Mengdan Zhang, Fan Tang, Weiming Dong, Feiyue Huang, Changsheng Xu:
Transformers in computational visual media: A survey. Comput. Vis. Media 8(1): 33-62 (2022)
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Yu Song, Fan Tang, Weiming Dong, Changsheng Xu:
Non-dominated sorting based multi-page photo collage. Comput. Vis. Media 8(2): 199-212 (2022)
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Lingtao Meng, Feifei Zhang, Xi Zhang, Changsheng Xu:
Prototype local-global alignment network for image-text retrieval. Int. J. Multim. Inf. Retr. 11(4): 525-538 (2022)
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Xiaowei Zhang, Quan Fang, Jun Hu, Shengsheng Qian, Changsheng Xu:
TCKGE: Transformers with contrastive learning for knowledge graph embedding. Int. J. Multim. Inf. Retr. 11(4): 589-597 (2022)
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Baochen Xiong, Xiaoshan Yang, Fan Qi, Changsheng Xu:
A unified framework for multi-modal federated learning. Neurocomputing 480: 110-118 (2022)
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Junyu Gao, Changsheng Xu:
Learning Video Moment Retrieval Without a Single Annotated Video. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1646-1657 (2022)
[j193]
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Xi Zhang, Feifei Zhang, Changsheng Xu:
Joint Expression Synthesis and Representation Learning for Facial Expression Recognition. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1681-1695 (2022)
[j192]
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Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu:
Margin-Based Adversarial Joint Alignment Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2057-2067 (2022)
[j191]
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Sisi You, Hantao Yao, Changsheng Xu:
Multi-Object Tracking With Spatial-Temporal Topology-Based Detector. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3023-3035 (2022)
[j190]
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Jie Fu, Junyu Gao, Changsheng Xu:
Learning Semantic-Aware Spatial-Temporal Attention for Interpretable Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5213-5224 (2022)
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Feifei Zhang, Mingliang Xu, Changsheng Xu:
Geometry Sensitive Cross-Modal Reasoning for Composed Query Based Image Retrieval. IEEE Trans. Image Process. 31: 1000-1011 (2022)
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Jie Fu, Junyu Gao, Changsheng Xu:
Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization. IEEE Trans. Image Process. 31: 7363-7377 (2022)
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Yaoyu Li, Hantao Yao, Changsheng Xu:
Intra-Domain Consistency Enhancement for Unsupervised Person Re-Identification. IEEE Trans. Multim. 24: 415-425 (2022)
[j186]
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Desheng Cai, Shengsheng Qian, Quan Fang, Changsheng Xu:
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation. IEEE Trans. Multim. 24: 805-818 (2022)
[j185]
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Yukun Zuo, Hantao Yao, Liansheng Zhuang, Changsheng Xu:
Seek Common Ground While Reserving Differences: A Model-Agnostic Module for Noisy Domain Adaptation. IEEE Trans. Multim. 24: 1020-1030 (2022)
[j184]
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Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu:
Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection. IEEE Trans. Multim. 24: 1449-1459 (2022)
[j183]
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Feifei Zhang, Mingliang Xu, Changsheng Xu:
Weakly-Supervised Facial Expression Recognition in the Wild With Noisy Data. IEEE Trans. Multim. 24: 1800-1814 (2022)
[j182]
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Hantao Yao, Shaobo Min, Yongdong Zhang, Changsheng Xu:
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning. IEEE Trans. Multim. 24: 1933-1942 (2022)
[j181]
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Yi Huang, Xiaoshan Yang, Junyun Gao, Changsheng Xu:
Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition. IEEE Trans. Multim. 24: 2273-2286 (2022)
[j180]
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Xi Zhang, Feifei Zhang, Changsheng Xu:
Explicit Cross-Modal Representation Learning for Visual Commonsense Reasoning. IEEE Trans. Multim. 24: 2986-2997 (2022)
[j179]
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Xinhong Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu:
The Model May Fit You: User-Generalized Cross-Modal Retrieval. IEEE Trans. Multim. 24: 2998-3012 (2022)
[j178]
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Jianyu Wang, Bing-Kun Bao, Changsheng Xu:
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering. IEEE Trans. Multim. 24: 3369-3380 (2022)
[j177]
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Shengsheng Qian, Dizhan Xue, Quan Fang, Changsheng Xu:
Adaptive Label-Aware Graph Convolutional Networks for Cross-Modal Retrieval. IEEE Trans. Multim. 24: 3520-3532 (2022)
[j176]
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Xiaowen Huang, Jitao Sang, Jian Yu, Changsheng Xu:
Learning to Learn a Cold-start Sequential Recommender. ACM Trans. Inf. Syst. 40(2): 30:1-30:25 (2022)
[j175]
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M. Shamim Hossain, Changsheng Xu, Josu Bilbao, Md. Abdur Rahman, Abdulmotaleb El-Saddik, Mohamed Bin Zayed:
Special Section on Edge-AI for Connected Living. ACM Trans. Internet Techn. 22(3): 55e:1-55e:3 (2022)
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Yaguang Song, Junyu Gao, Xiaoshan Yang, Changsheng Xu:
Learning Hierarchical Video Graph Networks for One-Stop Video Delivery. ACM Trans. Multim. Comput. Commun. Appl. 18(1): 10:1-10:23 (2022)
[j173]
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Feifei Zhang, Mingliang Xu, Changsheng Xu:
Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 18(2): 59:1-59:23 (2022)
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Jinfeng Li, Weifeng Liu, Yicong Zhou, Jun Yu, Dapeng Tao, Changsheng Xu:
Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation. ACM Trans. Multim. Comput. Commun. Appl. 18(3): 72:1-72:18 (2022)
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Xiaowen Huang, Jitao Sang, Changsheng Xu:
Image-Based Personality Questionnaire Design. ACM Trans. Multim. Comput. Commun. Appl. 18(4): 91:1-91:20 (2022)
[j170]
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Yifan Xu, Kekai Sheng, Weiming Dong, Baoyuan Wu, Changsheng Xu, Bao-Gang Hu:
Towards Corruption-Agnostic Robust Domain Adaptation. ACM Trans. Multim. Comput. Commun. Appl. 18(4): 99:1-99:16 (2022)
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Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun:
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer. AAAI 2022: 2964-2972
[c305]
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Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu:
Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning. AAAI 2022: 3063-3071
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Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Xingjia Pan, Lei Wang, Changsheng Xu:
StyTr²: Image Style Transfer with Transformers. CVPR 2022: 11316-11326
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Yiming Li, Xiaoshan Yang, Changsheng Xu:
Dynamic Scene Graph Generation via Anticipatory Pre-training. CVPR 2022: 13864-13873
[c302]
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Ming Tao, Hao Tang, Fei Wu, Xiaoyuan Jing, Bing-Kun Bao, Changsheng Xu:
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis. CVPR 2022: 16494-16504
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Junyu Gao, Mengyuan Chen, Changsheng Xu:
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization. CVPR 2022: 19967-19977
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Mengyuan Chen, Junyu Gao, Shicai Yang, Changsheng Xu:
Dual-Evidential Learning for Weakly-supervised Temporal Action Localization. ECCV (4) 2022: 192-208
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Changsheng Xu, Zhenlong Xu, Yifan He, Shuigeng Zhou, Jihong Guan:
Multi-Modal Learning with Text Merging for TEXTVQA. ICASSP 2022: 1985-1989
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Yuxin Zhang, Fan Tang, Weiming Dong, Changsheng Xu:
Quantification of Artist Representativity within an Art Movement. ICME Workshops 2022: 1-6
[c297]
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Fan Qi, Zixin Zhang, Xianshan Yang, Huaiwen Zhang, Changsheng Xu:
Feeling Without Sharing: A Federated Video Emotion Recognition Framework Via Privacy-Agnostic Hybrid Aggregation. ACM Multimedia 2022: 151-160
[c296]
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Desheng Cai, Shengsheng Qian, Quan Fang, Jun Hu, Changsheng Xu:
Adaptive Anti-Bottleneck Multi-Modal Graph Learning Network for Personalized Micro-video Recommendation. ACM Multimedia 2022: 581-590
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Dizhan Xue, Shengsheng Qian, Quan Fang, Changsheng Xu:
MMT: Image-guided Story Ending Generation with Multimodal Memory Transformer. ACM Multimedia 2022: 750-758
[c294]
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Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu:
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. ACM Multimedia 2022: 1085-1094
[c293]
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Yi Huang, Xiaoshan Yang, Ji Zhang, Changsheng Xu:
Relative Alignment Network for Source-Free Multimodal Video Domain Adaptation. ACM Multimedia 2022: 1652-1660
[c292]
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Zhangming Li, Shengsheng Qian, Jie Cao, Quan Fang, Changsheng Xu:
Adaptive Transformer-Based Conditioned Variational Autoencoder for Incomplete Social Event Classification. ACM Multimedia 2022: 1698-1707
[c291]
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Feifei Zhang, Ming Yan, Ji Zhang, Changsheng Xu:
Comprehensive Relationship Reasoning for Composed Query Based Image Retrieval. ACM Multimedia 2022: 4655-4664
[c290]
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Chaofan Chen, Xiaoshan Yang, Ming Yan, Changsheng Xu:
Attribute-guided Dynamic Routing Graph Network for Transductive Few-shot Learning. ACM Multimedia 2022: 6259-6268
[c289]
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  - conf/siggraph/ZhangTDHMLX22
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Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu:
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning. SIGGRAPH (Conference Paper Track) 2022: 12:1-12:8
[c288]
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Changsheng Xu, Yang Wang, Fan Bai, Jihong Guan, Shuigeng Zhou:
Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities. WACV 2022: 1332-1339
[i45]
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Chengcheng Ma, Xingjia Pan, Qixiang Ye, Fan Tang, Yunhang Shen, Ke Yan, Changsheng Xu:
Mitigating the Mutual Error Amplification for Semi-Supervised Object Detection. CoRR abs/2201.10734 (2022)
[i44]
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Junyu Gao, Mengyuan Chen, Changsheng Xu:
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization. CoRR abs/2203.16800 (2022)
[i43]
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Ziyue Wu, Junyu Gao, Shucheng Huang, Changsheng Xu:
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding. CoRR abs/2204.01450 (2022)
[i42]
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Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering. CoRR abs/2204.02338 (2022)
[i41]
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  - journals/corr/abs-2205-09542
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Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu:
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning. CoRR abs/2205.09542 (2022)
[i40]
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  - journals/corr/abs-2205-10788
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Yufan Hu, Junyu Gao, Changsheng Xu:
Learning Muti-expert Distribution Calibration for Long-tailed Video Classification. CoRR abs/2205.10788 (2022)
[i39]
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  - journals/corr/abs-2209-13360
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Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu:
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. CoRR abs/2209.13360 (2022)
[i38]
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  - journals/corr/abs-2211-02219
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Chengcheng Ma, Yang Liu, Jiankang Deng, Lingxi Xie, Weiming Dong, Changsheng Xu:
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models. CoRR abs/2211.02219 (2022)
[i37]
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  - journals/corr/abs-2211-10682
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Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Yong Zhang, Weiming Dong, Changsheng Xu:
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. CoRR abs/2211.10682 (2022)
[i36]
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Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu:
Inversion-Based Creativity Transfer with Diffusion Models. CoRR abs/2211.13203 (2022)
[i35]
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  - journals/corr/abs-2211-16191
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Fang Peng, Xiaoshan Yang, Changsheng Xu:
SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification. CoRR abs/2211.16191 (2022)
2021
[j169]
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Dong Chen, Fan Tang, Weiming Dong, Hanxing Yao, Changsheng Xu:
SiamCPN: Visual tracking with the Siamese center-prediction network. Comput. Vis. Media 7(2): 253-265 (2021)
[j168]
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Junyu Gao, Tianzhu Zhang, Changsheng Xu:
Learning to Model Relationships for Zero-Shot Video Classification. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3476-3491 (2021)
[j167]
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Weifeng Liu, Jinfeng Li, Bao-Di Liu, Weili Guan, Yicong Zhou, Changsheng Xu:
Unified Cross-domain Classification via Geometric and Statistical Adaptations. Pattern Recognit. 110: 107658 (2021)
[j166]
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Yifan Jiao, Hantao Yao, Changsheng Xu:
PEN: Pose-Embedding Network for Pedestrian Detection. IEEE Trans. Circuits Syst. Video Technol. 31(3): 1150-1162 (2021)
[j165]
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Sisi You, Hantao Yao, Changsheng Xu:
Multi-Target Multi-Camera Tracking With Optical-Based Pose Association. IEEE Trans. Circuits Syst. Video Technol. 31(8): 3105-3117 (2021)
[j164]
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  - journals/tip/YaoX21
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Hantao Yao, Changsheng Xu:
Joint Person Objectness and Repulsion for Person Search. IEEE Trans. Image Process. 30: 685-696 (2021)
[j163]
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Yifan Jiao, Hantao Yao, Changsheng Xu:
SAN: Selective Alignment Network for Cross-Domain Pedestrian Detection. IEEE Trans. Image Process. 30: 2155-2167 (2021)
[j162]
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Yukun Zuo, Hantao Yao, Changsheng Xu:
Attention-Based Multi-Source Domain Adaptation. IEEE Trans. Image Process. 30: 3793-3803 (2021)
[j161]
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Yaoyu Li, Hantao Yao, Changsheng Xu:
TEST: Triplet Ensemble Student-Teacher Model for Unsupervised Person Re-Identification. IEEE Trans. Image Process. 30: 7952-7963 (2021)
[j160]
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Xiaoheng Jiang, Li Zhang, Tianzhu Zhang, Pei Lv, Bing Zhou, Yanwei Pang, Mingliang Xu, Changsheng Xu:
Density-Aware Multi-Task Learning for Crowd Counting. IEEE Trans. Multim. 23: 443-453 (2021)
[j159]
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Yuqi Gao, Jitao Sang, Chengpeng Fu, Zhengjia Wang, Tongwei Ren, Changsheng Xu:
Metadata Connector: Exploiting Hashtag and Tag for Cross-OSN Event Search. IEEE Trans. Multim. 23: 510-523 (2021)
[j158]
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Zhaoquan Yuan, Siyuan Sun, Lixin Duan, Changsheng Li, Xiao Wu, Changsheng Xu:
Adversarial Multimodal Network for Movie Story Question Answering. IEEE Trans. Multim. 23: 1744-1756 (2021)
[j157]
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Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Heterogeneous Community Question Answering via Social-Aware Multi-Modal Co-Attention Convolutional Matching. IEEE Trans. Multim. 23: 2321-2334 (2021)
[j156]
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Chaofan Chen, Shengsheng Qian, Quan Fang, Changsheng Xu:
HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation. IEEE Trans. Multim. 23: 2335-2346 (2021)
[j155]
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Wei Wang, Junyu Gao, Xiaoshan Yang, Changsheng Xu:
Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieval. IEEE Trans. Multim. 23: 2386-2397 (2021)
[j154]
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Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Feiyue Huang, Oliver Deussen, Changsheng Xu:
Exploring the Representativity of Art Paintings. IEEE Trans. Multim. 23: 2794-2805 (2021)
[j153]
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Junyu Gao, Xiaoshan Yang, Yingying Zhang, Changsheng Xu:
Unsupervised Video Summarization via Relation-Aware Assignment Learning. IEEE Trans. Multim. 23: 3203-3214 (2021)
[j152]
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Fan Qi, Xiaoshan Yang, Changsheng Xu:
Emotion Knowledge Driven Video Highlight Detection. IEEE Trans. Multim. 23: 3999-4013 (2021)
[j151]
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Yufan Hu, Junyu Gao, Changsheng Xu:
Learning Dual-Pooling Graph Neural Networks for Few-Shot Video Classification. IEEE Trans. Multim. 23: 4285-4296 (2021)
[j150]
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Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu:
Multimodal Disentangled Domain Adaption for Social Media Event Rumor Detection. IEEE Trans. Multim. 23: 4441-4454 (2021)
[j149]
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Yi Huang, Xiaoshan Yang, Junyu Gao, Jitao Sang, Changsheng Xu:
Knowledge-driven Egocentric Multimodal Activity Recognition. ACM Trans. Multim. Comput. Commun. Appl. 16(4): 133:1-133:133 (2021)
[j148]
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Yaoyu Li, Hantao Yao, Tianzhu Zhang, Changsheng Xu:
Part-based Structured Representation Learning for Person Re-identification. ACM Trans. Multim. Comput. Commun. Appl. 16(4): 134:1-134:22 (2021)
[j147]
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Sichao Fu, Weifeng Liu, Weili Guan, Yicong Zhou, Dapeng Tao, Changsheng Xu:
Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 4:1-4:13 (2021)
[j146]
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Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Changsheng Xu, Chongyang Ma:
Distribution Aligned Multimodal and Multi-domain Image Stylization. ACM Trans. Multim. Comput. Commun. Appl. 17(3): 96:1-96:17 (2021)
[j145]
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Shengsheng Qian, Jun Hu, Quan Fang, Changsheng Xu:
Knowledge-aware Multi-modal Adaptive Graph Convolutional Networks for Fake News Detection. ACM Trans. Multim. Comput. Commun. Appl. 17(3): 98:1-98:23 (2021)
[j144]
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Xuan Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu:
Health Status Prediction with Local-Global Heterogeneous Behavior Graph. ACM Trans. Multim. Comput. Commun. Appl. 17(4): 129:1-129:21 (2021)
[j143]
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Xingjia Pan, Fan Tang, Weiming Dong, Chongyang Ma, Yiping Meng, Feiyue Huang, Tong-Yee Lee, Changsheng Xu:
Content-Based Visual Summarization for Image Collections. IEEE Trans. Vis. Comput. Graph. 27(4): 2298-2312 (2021)
[c287]
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Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu:
Arbitrary Video Style Transfer via Multi-Channel Correlation. AAAI 2021: 1210-1217
[c286]
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Shengsheng Qian, Dizhan Xue, Huaiwen Zhang, Quan Fang, Changsheng Xu:
Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval. AAAI 2021: 2440-2448
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  - conf/cvpr/ChenYXHM21
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Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma:
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning. CVPR 2021: 6596-6605
[c284]
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Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu:
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization. CVPR 2021: 11642-11651
[c283]
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Junyu Gao, Changsheng Xu:
Fast Video Moment Retrieval. ICCV 2021: 1503-1512
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Xinhong Ma, Junyu Gao, Changsheng Xu:
Active Universal Domain Adaptation. ICCV 2021: 8948-8957
[c281]
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  - conf/icmcs/WuGHX21
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Ziyue Wu, Junyu Gao, Shucheng Huang, Changsheng Xu:
Diving Into The Relations: Leveraging Semantic and Visual Structures For Video Moment Retrieval. ICME 2021: 1-6
[c280]
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Zhaoquan Yuan, Xiao Peng, Xiao Wu, Bing-Kun Bao, Changsheng Xu:
Meta-Learning Causal Feature Selection for Stable Prediction. ICME 2021: 1-6
[c279]
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Yuting Ma, Fan Tang, Weiming Dong, Changsheng Xu:
Text Style Transfer With Decorative Elements. MIPR 2021: 330-336
[c278]
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  - conf/mir/CaoQZFX21
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Jie Cao, Shengsheng Qian, Huaiwen Zhang, Quan Fang, Changsheng Xu:
Global Relation-Aware Attention Network for Image-Text Retrieval. ICMR 2021: 19-28
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Yi Huang, Xiaoshan Yang, Changsheng Xu:
Multimodal Global Relation Knowledge Distillation for Egocentric Action Anticipation. ACM Multimedia 2021: 245-254
[c276]
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  - conf/mm/0169GX21
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Wei Wang, Junyu Gao, Changsheng Xu:
Weakly-Supervised Video Object Grounding via Stable Context Learning. ACM Multimedia 2021: 760-768
[c275]
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Fan Qi, Xiaoshan Yang, Changsheng Xu:
Zero-shot Video Emotion Recognition via Multimodal Protagonist-aware Transformer Network. ACM Multimedia 2021: 1074-1083
[c274]
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Zhaoquan Yuan, Xiao Peng, Xiao Wu, Changsheng Xu:
Hierarchical Multi-Task Learning for Diagram Question Answering with Multi-Modal Transformer. ACM Multimedia 2021: 1313-1321
[c273]
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Xi Zhang, Feifei Zhang, Changsheng Xu:
Multi-Level Counterfactual Contrast for Visual Commonsense Reasoning. ACM Multimedia 2021: 1793-1802
[c272]
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Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao, Huaiwen Zhang, Changsheng Xu:
Efficient Graph Deep Learning in TensorFlow with tf_geometric. ACM Multimedia 2021: 3775-3778
[c271]
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  - conf/mmasia/PanYHX21
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Jinxing Pan, Xiaoshan Yang, Yi Huang, Changsheng Xu:
Few-shot Egocentric Multimodal Activity Recognition. MMAsia 2021: 23:1-23:7
[c270]
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  - conf/sigir/QianWHFX21
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Shengsheng Qian, Jinguang Wang, Jun Hu, Quan Fang, Changsheng Xu:
Hierarchical Multi-modal Contextual Attention Network for Fake News Detection. SIGIR 2021: 153-162
[i34]
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  - journals/corr/abs-2101-11552
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Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao, Huaiwen Zhang, Changsheng Xu:
Efficient Graph Deep Learning in TensorFlow with tf_geometric. CoRR abs/2101.11552 (2021)
[i33]
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  - journals/corr/abs-2103-04523
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Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu:
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization. CoRR abs/2103.04523 (2021)
[i32]
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Xuan Ma, Xiaoshan Yang, Junyu Gao, Changsheng Xu:
Health Status Prediction with Local-Global Heterogeneous Behavior Graph. CoRR abs/2103.12456 (2021)
[i31]
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  - journals/corr/abs-2104-10376
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Yifan Xu, Kekai Sheng, Weiming Dong, Baoyuan Wu, Changsheng Xu, Bao-Gang Hu:
Towards Corruption-Agnostic Robust Domain Adaptation. CoRR abs/2104.10376 (2021)
[i30]
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  - journals/corr/abs-2105-14576
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Yingying Deng, Fan Tang, Xingjia Pan, Weiming Dong, Chongyang Ma, Changsheng Xu:
StyTr^2: Unbiased Image Style Transfer with Transformers. CoRR abs/2105.14576 (2021)
[i29]
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  - journals/corr/abs-2106-07488
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Pei Lv, Jianqi Fan, Xixi Nie, Weiming Dong, Xiaoheng Jiang, Bing Zhou, Mingliang Xu, Changsheng Xu:
User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning. CoRR abs/2106.07488 (2021)
[i28]
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  - journals/corr/abs-2106-08523
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Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma:
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning. CoRR abs/2106.08523 (2021)
[i27]
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  - journals/corr/abs-2107-04768
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Jianyu Wang, Bing-Kun Bao, Changsheng Xu:
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering. CoRR abs/2107.04768 (2021)
[i26]
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  - journals/corr/abs-2108-01390
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Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun:
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer. CoRR abs/2108.01390 (2021)
[i25]
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  - journals/corr/abs-2110-07511
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Pei Lv, Suqi Hu, Tianran Hao, Haohan Ji, Lisha Cui, Haoyi Fan, Mingliang Xu, Changsheng Xu:
Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection. CoRR abs/2110.07511 (2021)
[i24]
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Xiaowen Huang, Jitao Sang, Jian Yu, Changsheng Xu:
Learning to Learn a Cold-start Sequential Recommender. CoRR abs/2110.09083 (2021)
[i23]
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  - journals/corr/abs-2111-10342
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Desheng Cai, Jun Hu, Shengsheng Qian, Quan Fang, Quan Zhao, Changsheng Xu:
GRecX: An Efficient and Unified Benchmark for GNN-based Recommendation. CoRR abs/2111.10342 (2021)
[i22]
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  - journals/corr/abs-2112-00475
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Wei Wang, Junyu Gao, Changsheng Xu:
Weakly-Supervised Video Object Grounding via Causal Intervention. CoRR abs/2112.00475 (2021)
[i21]
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  - journals/corr/abs-2112-01110
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Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Contrastive Adaptive Propagation Graph Neural Networks for Efficient Graph Learning. CoRR abs/2112.01110 (2021)
[i20]
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  - journals/corr/abs-2112-02459
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Pei Lv, Wentong Wang, Yunxin Wang, Yuzhen Zhang, Mingliang Xu, Changsheng Xu:
SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction. CoRR abs/2112.02459 (2021)
[i19]
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  - journals/corr/abs-2112-04662
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Hantao Yao, Changsheng Xu:
Dual Cluster Contrastive learning for Person Re-Identification. CoRR abs/2112.04662 (2021)
2020
[j142]
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  - journals/access/HossainGXE20
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M. Shamim Hossain, Stefan Göbel, Changsheng Xu, Abdulmotaleb El-Saddik:
IEEE Access Special Section Editorial: Mobile Multimedia for Healthcare. IEEE Access 8: 153799-153803 (2020)
[j141]
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  - journals/ijon/NianLBX20
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Fudong Nian, Teng Li, Bing-Kun Bao, Changsheng Xu:
Relative coordinates constraint for face alignment. Neurocomputing 395: 119-127 (2020)
[j140]
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  - journals/ijon/QiYZX20
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Fan Qi, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu:
Discriminative multimodal embedding for event classification. Neurocomputing 395: 160-169 (2020)
[j139]
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  - journals/ijon/ZhangYLX20
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Shan Zhang, Xiaoshan Yang, Yanxia Liu, Changsheng Xu:
Asymmetric multi-stage CNNs for small-scale pedestrian detection. Neurocomputing 409: 12-26 (2020)
[j138]
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Jinguang Wang, Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Multimodal graph convolutional networks for high quality content recognition. Neurocomputing 412: 42-51 (2020)
[j137]
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  - journals/mms/Xu20
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Changsheng Xu:
Editorial. Multim. Syst. 26(3): 247 (2020)
[j136]
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  - journals/mta/LongYX20
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Cuirong Long, Xiaoshan Yang, Changsheng Xu:
Cross-domain personalized image captioning. Multim. Tools Appl. 79(45-46): 33333-33348 (2020)
[j135]
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  - journals/tip/ZhangZMX20
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Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu:
Geometry Guided Pose-Invariant Facial Expression Recognition. IEEE Trans. Image Process. 29: 4445-4460 (2020)
[j134]
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Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu:
A Unified Deep Model for Joint Facial Expression Recognition, Face Synthesis, and Face Alignment. IEEE Trans. Image Process. 29: 6574-6589 (2020)
[j133]
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Xingjia Pan, Fan Tang, Weiming Dong, Yang Gu, Zhichao Song, Yiping Meng, Pengfei Xu, Oliver Deussen, Changsheng Xu:
Self-Supervised Feature Augmentation for Large Image Object Detection. IEEE Trans. Image Process. 29: 6745-6758 (2020)
[j132]
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  - journals/tist/ZhangFQX20
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Yingying Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation. ACM Trans. Intell. Syst. Technol. 11(4): 37:1-37:20 (2020)
[j131]
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Feng Xue, Richang Hong, Xiangnan He, Jianwei Wang, Shengsheng Qian, Changsheng Xu:
Knowledge-Based Topic Model for Multi-Modal Social Event Analysis. IEEE Trans. Multim. 22(8): 2098-2110 (2020)
[j130]
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  - journals/tmm/GaoX20
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Junyu Gao, Changsheng Xu:
CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification. IEEE Trans. Multim. 22(12): 3088-3100 (2020)
[j129]
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Xinhong Ma, Tianzhu Zhang, Changsheng Xu:
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval. IEEE Trans. Multim. 22(12): 3101-3114 (2020)
[j128]
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  - journals/tomccap/HuangQFSX20
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Xiaowen Huang, Shengsheng Qian, Quan Fang, Jitao Sang, Changsheng Xu:
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network. ACM Trans. Multim. Comput. Commun. Appl. 16(2): 52:1-52:24 (2020)
[c269]
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  - conf/aaai/ZhangGYLLX20
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Yingying Zhang, Junyu Gao, Xiaoshan Yang, Chang Liu, Yan Li, Changsheng Xu:
Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks. AAAI 2020: 12902-12909
[c268]
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  - conf/cikm/HanFHQX20
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Yanfei Han, Quan Fang, Jun Hu, Shengsheng Qian, Changsheng Xu:
GAEAT: Graph Auto-Encoder Attention Networks for Knowledge Graph Completion. CIKM 2020: 2053-2056
[c267]
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  - conf/cvpr/PanRSDYGMX20
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Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu:
Dynamic Refinement Network for Oriented and Densely Packed Object Detection. CVPR 2020: 11204-11213
[c266]
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  - conf/icmcs/LiCJBX20
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Chunyang Li, Zhineng Chen, Caiyan Jia, Hongyun Bao, Changsheng Xu:
Autosoccer: An Automatic Soccer Live Broadcasting Generator. ICME Workshops 2020: 1-2
[c265]
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  - conf/icmcs/ZuoYX20
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Yukun Zuo, Hantao Yao, Changsheng Xu:
Category-Level Adversarial Self-Ensembling for Domain Adaptation. ICME 2020: 1-6
[c264]
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  - conf/mipr/LinDTDX20
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Minxuan Lin, Yingying Deng, Fan Tang, Weiming Dong, Changsheng Xu:
Multi-attribute Guided Painting Generation. MIPR 2020: 400-403
[c263]
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Youze Wang, Shengsheng Qian, Jun Hu, Quan Fang, Changsheng Xu:
Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks. ICMR 2020: 540-547
[c262]
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  - conf/mm/DengTDSHX20
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Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu:
Arbitrary Style Transfer via Multi-Adaptation Network. ACM Multimedia 2020: 2719-2727
[c261]
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Feifei Zhang, Mingliang Xu, Qirong Mao, Changsheng Xu:
Joint Attribute Manipulation and Modality Alignment Learning for Composing Text and Image to Image Retrieval. ACM Multimedia 2020: 3367-3376
[c260]
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Jun Hu, Quan Fang, Shengsheng Qian, Changsheng Xu:
Multi-modal Attentive Graph Pooling Model for Community Question Answer Matching. ACM Multimedia 2020: 3505-3513
[c259]
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Yingying Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Multi-modal Multi-relational Feature Aggregation Network for Medical Knowledge Representation Learning. ACM Multimedia 2020: 3956-3965
[c258]
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  - conf/mmasia/MaTDX20
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Yuting Ma, Fan Tang, Weiming Dong, Changsheng Xu:
Destylization of text with decorative elements. MMAsia 2020: 14:1-14:7
[c257]
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Yuying Cai, Jinfeng Li, Bao-Di Liu, Weifeng Liu, Kai Zhang, Changsheng Xu:
Local structure alignment guided domain adaptation with few source samples. MMAsia 2020: 60:1-60:7
[c256]
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  - conf/mmm/FuWSYX20
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Chengpeng Fu, Jinqiang Wang, Jitao Sang, Jian Yu, Changsheng Xu:
Beyond Literal Visual Modeling: Understanding Image Metaphor Based on Literal-Implied Concept Mapping. MMM (1) 2020: 111-123
[c255]
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Yiming Li, Xiaoshan Yang, Changsheng Xu:
Structured Neural Motifs: Scene Graph Parsing via Enhanced Context. MMM (2) 2020: 175-188
[c254]
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Xuecheng Ning, Xiaoshan Yang, Changsheng Xu:
Multi-hop Interactive Cross-Modal Retrieval. MMM (2) 2020: 681-693
[i18]
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  - journals/corr/abs-2002-11261
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Minxuan Lin, Yingying Deng, Fan Tang, Weiming Dong, Changsheng Xu:
Multi-Attribute Guided Painting Generation. CoRR abs/2002.11261 (2020)
[i17]
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  - journals/corr/abs-2005-09973
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Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu:
Dynamic Refinement Network for Oriented and Densely Packed Object Detection. CoRR abs/2005.09973 (2020)
[i16]
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  - journals/corr/abs-2005-11904
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Shangxi Wu, Jitao Sang, Kaiyuan Xu, Guanhua Zheng, Changsheng Xu:
Adaptive Adversarial Logits Pairing. CoRR abs/2005.11904 (2020)
[i15]
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  - journals/corr/abs-2005-13219
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Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu:
Arbitrary Style Transfer via Multi-Adaptation Network. CoRR abs/2005.13219 (2020)
[i14]
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  - journals/corr/abs-2006-00155
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Hantao Yao, Changsheng Xu:
Joint Person Objectness and Repulsion for Person Search. CoRR abs/2006.00155 (2020)
[i13]
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  - journals/corr/abs-2006-00412
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Hantao Yao, Shaobo Min, Yongdong Zhang, Changsheng Xu:
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning. CoRR abs/2006.00412 (2020)
[i12]
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  - journals/corr/abs-2006-01431
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Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Chongyang Ma, Changsheng Xu:
Distribution Aligned Multimodal and Multi-Domain Image Stylization. CoRR abs/2006.01431 (2020)
[i11]
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  - journals/corr/abs-2006-10331
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Guanhua Zheng, Jitao Sang, Changsheng Xu:
MMCGAN: Generative Adversarial Network with Explicit Manifold Prior. CoRR abs/2006.10331 (2020)
[i10]
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  - journals/corr/abs-2009-08003
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Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu:
Arbitrary Video Style Transfer via Multi-Channel Correlation. CoRR abs/2009.08003 (2020)
[i9]
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  - journals/corr/abs-2012-02621
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Zhiyong Huang, Kekai Sheng, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Dengwen Zhou, Changsheng Xu:
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation. CoRR abs/2012.02621 (2020)

2010 – 2019

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2019
[j127]
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Hantao Yao, Feng Dai, Shiliang Zhang, Yongdong Zhang, Qi Tian, Changsheng Xu:
DR²-Net: Deep Residual Reconstruction Network for image compressive sensing. Neurocomputing 359: 483-493 (2019)
[j126]
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Yifan Jiao, Tianzhu Zhang, Shucheng Huang, Bin Liu, Changsheng Xu:
Video Highlight Detection via Region-Based Deep Ranking Model. Int. J. Pattern Recognit. Artif. Intell. 33(7): 1940001:1-1940001:14 (2019)
[j125]
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Feng Xue, Jianwei Wang, Shengsheng Qian, Tianzhu Zhang, Xueliang Liu, Changsheng Xu:
Multi-modal max-margin supervised topic model for social event analysis. Multim. Tools Appl. 78(1): 141-160 (2019)
[j124]
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  - journals/mta/DengTDWDX19
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Yingying Deng, Fan Tang, Weiming Dong, Fuzhang Wu, Oliver Deussen, Changsheng Xu:
Selective clustering for representative paintings selection. Multim. Tools Appl. 78(14): 19305-19323 (2019)
[j123]
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  - journals/pami/ZhangXY19
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Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang:
Learning Multi-Task Correlation Particle Filters for Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 365-378 (2019)
[j122]
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Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang:
Robust Structural Sparse Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 473-486 (2019)
[j121]
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  - journals/prl/XuGJCLZX19
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Mingliang Xu, Zhaoyang Ge, Xiaoheng Jiang, Gaoge Cui, Pei Lv, Bing Zhou, Changsheng Xu:
Depth Information Guided Crowd Counting for complex crowd scenes. Pattern Recognit. Lett. 125: 563-569 (2019)
[j120]
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  - journals/tip/YaoZHZX019
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Hantao Yao, Shiliang Zhang, Richang Hong, Yongdong Zhang, Changsheng Xu, Qi Tian:
Deep Representation Learning With Part Loss for Person Re-Identification. IEEE Trans. Image Process. 28(6): 2860-2871 (2019)
[j119]
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Junyu Gao, Tianzhu Zhang, Changsheng Xu:
SMART: Joint Sampling and Regression for Visual Tracking. IEEE Trans. Image Process. 28(8): 3923-3935 (2019)
[j118]
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  - journals/tmm/MaZX19
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Xinhong Ma, Tianzhu Zhang, Changsheng Xu:
Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation. IEEE Trans. Multim. 21(9): 2419-2431 (2019)
[j117]
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  - journals/tomccap/HuQFLX19
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Jun Hu, Shengsheng Qian, Quan Fang, Xueliang Liu, Changsheng Xu:
A²CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding. ACM Trans. Multim. Comput. Commun. Appl. 15(2): 45:1-45:17 (2019)
[j116]
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  - journals/tomccap/YangX19
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Xiaoshan Yang, Changsheng Xu:
Image Captioning by Asking Questions. ACM Trans. Multim. Comput. Commun. Appl. 15(2s): 55:1-55:19 (2019)
[c253]
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Junyu Gao, Tianzhu Zhang, Changsheng Xu:
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs. AAAI 2019: 8303-8311
[c252]
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Junyu Gao, Tianzhu Zhang, Changsheng Xu:
Graph Convolutional Tracking. CVPR 2019: 4649-4659
[c251]
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Xinhong Ma, Tianzhu Zhang, Changsheng Xu:
GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation. CVPR 2019: 8266-8276
[c250]
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  - conf/icip/XieYZXP19
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Tingting Xie, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ioannis Patras:
Exploring Feature Representation and Training Strategies in Temporal Action Localization. ICIP 2019: 1605-1609
[c249]
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Xuan Ma, Bing-Kun Bao, Lingling Yao, Changsheng Xu:
Multimodal Latent Factor Model with Language Constraint for Predicate Detection. ICIP 2019: 4454-4458
[c248]
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Xiaowen Huang, Quan Fang, Shengsheng Qian, Jitao Sang, Yan Li, Changsheng Xu:
Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation. ACM Multimedia 2019: 548-556
[c247]
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  - conf/mm/ZhangQFX19
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Yingying Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu:
Multi-modal Knowledge-aware Hierarchical Attention Network for Explainable Medical Question Answering. ACM Multimedia 2019: 1089-1097
[c246]
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Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching. ACM Multimedia 2019: 1157-1165
[c245]
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Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection. ACM Multimedia 2019: 1942-1951
[c244]
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Yaoyu Li, Hantao Yao, Lingyu Duan, Hanxing Yao, Changsheng Xu:
Adaptive Feature Fusion via Graph Neural Network for Person Re-identification. ACM Multimedia 2019: 2115-2123
[c243]
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Hao Jiang, Wenjie Wang, Meng Liu, Liqiang Nie, Ling-Yu Duan, Changsheng Xu:
Market2Dish: A Health-aware Food Recommendation System. ACM Multimedia 2019: 2188-2190
[c242]
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  - conf/mm/MengZYYXH19
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Wenhua Meng, Shan Zhang, Xudong Yao, Xiaoshan Yang, Changsheng Xu, Xiaowen Huang:
Biomedia ACM MM Grand Challenge 2019: Using Data Enhancement to Solve Sample Unbalance. ACM Multimedia 2019: 2588-2592
[c241]
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Junyi Wang, Bing-Kun Bao, Changsheng Xu:
Sentiment-Aware Multi-modal Recommendation on Tourist Attractions. MMM (1) 2019: 3-16
[c240]
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  - conf/pricai/HuangYX19
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Yi Huang, Xiaoshan Yang, Changsheng Xu:
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. PRICAI (1) 2019: 57-70
[c239]
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  - conf/siggrapha/SongTDHX19
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Yu Song, Fan Tang, Weiming Dong, Feiyue Huang, Changsheng Xu:
Balance-Based Photo Posting. SIGGRAPH Asia Posters 2019: 20:1-20:2
[c238]
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  - conf/vcip/ZhangZX19
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Xi Zhang, Feifei Zhang, Changsheng Xu:
Unpaired Images based Generator Architecture for Facial Expression Recognition. VCIP 2019: 1-4
[e8]
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Changsheng Xu, Mohan S. Kankanhalli, Kiyoharu Aizawa, Shuqiang Jiang, Roger Zimmermann, Wen-Huang Cheng:
MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019. ACM 2019, ISBN 978-1-4503-6841-4 [contents]
[i8]
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  - journals/corr/abs-1905-10608
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Tingting Xie, Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ioannis Patras:
Exploring Feature Representation and Training strategies in Temporal Action Localization. CoRR abs/1905.10608 (2019)
[i7]
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  - journals/corr/abs-1911-12603
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Guanhua Zheng, Jitao Sang, Houqiang Li, Jian Yu, Changsheng Xu:
A Generalization Theory based on Independent and Task-Identically Distributed Assumption. CoRR abs/1911.12603 (2019)
[i6]
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  - journals/corr/abs-1912-00773
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Yi Huang, Xiaoshan Yang, Changsheng Xu:
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. CoRR abs/1912.00773 (2019)
2018
[j115]
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  - journals/access/HossainXGE18
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M. Shamim Hossain, Changsheng Xu, Stefan Göbel, Abdulmotaleb El-Saddik:
IEEE Access Special Section Editorial: Advances of Multisensory Services and Technologies for Healthcare in Smart Cities. IEEE Access 6: 62335-62338 (2018)
[j114]
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M. Shamim Hossain, Changsheng Xu, Ying Li, Josu Bilbao, Abdulmotaleb El-Saddik:
Advances in Next-Generation Networking Technologies for Smart Healthcare. IEEE Commun. Mag. 56(4): 14-15 (2018)
[j113]
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Xiaowen Huang, Changsheng Xu, Liancheng Xiang, Jitao Sang:
Social Relationship Labeling Based on Multimodal Behaviors and Social Interactions. IEEE Multim. 25(4): 68-78 (2018)
[j112]
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Tianzhu Zhang, Si Liu, Changsheng Xu, Bin Liu, Ming-Hsuan Yang:
Correlation Particle Filter for Visual Tracking. IEEE Trans. Image Process. 27(6): 2676-2687 (2018)
[j111]
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Junyu Gao, Tianzhu Zhang, Xiaoshan Yang, Changsheng Xu:
P2T: Part-to-Target Tracking via Deep Regression Learning. IEEE Trans. Image Process. 27(6): 3074-3086 (2018)
[j110]
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Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model. IEEE Trans. Multim. 20(8): 2086-2099 (2018)
[j109]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu:
Deep-Structured Event Modeling for User-Generated Photos. IEEE Trans. Multim. 20(8): 2100-2113 (2018)
[j108]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu:
Text2Video: An End-to-end Learning Framework for Expressing Text With Videos. IEEE Trans. Multim. 20(9): 2360-2370 (2018)
[j107]
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Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Online Multimodal Multiexpert Learning for Social Event Tracking. IEEE Trans. Multim. 20(10): 2733-2748 (2018)
[j106]
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Jitao Sang, Ming Yan, Changsheng Xu:
Understanding Dynamic Cross-OSN Associations for Cold-Start Recommendation. IEEE Trans. Multim. 20(12): 3439-3451 (2018)
[c237]
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Yukun Zuo, Quan Fang, Shengsheng Qian, Xiaorui Zhang, Changsheng Xu:
Representation Learning of Knowledge Graphs with Entity Attributes and Multimedia Descriptions. BigMM 2018: 1-5
[c236]
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Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu:
Joint Pose and Expression Modeling for Facial Expression Recognition. CVPR 2018: 3359-3368
[c235]
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed S. Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhenhua Feng, Zhihui Wang, Zhiqun He:
The Sixth Visual Object Tracking VOT2018 Challenge Results. ECCV Workshops (1) 2018: 3-53
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Jie Fu, Shucheng Huang, Tianzhu Zhang, Changsheng Xu:
Learning semantic topics for domain-adapted textual knowledge transfer. ICIMCS 2018: 31:1-31:5
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Kang Shi, Weiqiang Wang, Changsheng Xu:
Entity Competition Network for Video Classification. ICME 2018: 1-6
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Jin Zhang, Bing-Kun Bao, Changsheng Xu:
Scene Recognition via Bi-enhanced Knowledge Space Learning. ICS 2018: 215-223
[c231]
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Yikun Sheng, Xiaoshan Yang, Changsheng Xu:
A Standalone Demo for Quiz Game "Describe and Guess". MIPR 2018: 206-207
[c230]
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Yikun Sheng, Xiaoshan Yang, Xueliang Liu, Changsheng Xu:
Attribute-Assisted Domain Transfer from Image to Sketch. MIPR 2018: 287-292
[c229]
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Feifei Zhang, Tianzhu Zhang, Qirong Mao, Lingyu Duan, Changsheng Xu:
Facial Expression Recognition in the Wild: A Cycle-Consistent Adversarial Attention Transfer Approach. ACM Multimedia 2018: 126-135
[c228]
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Yaoyu Li, Tianzhu Zhang, Lingyu Duan, Changsheng Xu:
A Unified Generative Adversarial Framework for Image Generation and Person Re-identification. ACM Multimedia 2018: 163-172
[c227]
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Fan Qi, Xiaoshan Yang, Changsheng Xu:
A Unified Framework for Multimodal Domain Adaptation. ACM Multimedia 2018: 429-437
[c226]
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Xiaowen Huang, Shengsheng Qian, Quan Fang, Jitao Sang, Changsheng Xu:
CSAN: Contextual Self-Attention Network for User Sequential Recommendation. ACM Multimedia 2018: 447-455
[c225]
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Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Attentive Interactive Convolutional Matching for Community Question Answering in Social Multimedia. ACM Multimedia 2018: 456-464
[c224]
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Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering. ACM Multimedia 2018: 681-689
[c223]
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Junyu Gao, Tianzhu Zhang, Changsheng Xu:
Watch, Think and Attend: End-to-End Video Classification via Dynamic Knowledge Evolution Modeling. ACM Multimedia 2018: 690-699
2017
[j105]
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M. Shamim Hossain, Changsheng Xu, Ying Li, Al-Sakib Khan Pathan, Josu Bilbao, Wenjun Zeng, Abdulmotaleb El-Saddik:
Impact of Next-Generation Mobile Technologies on IoT-Cloud Convergence. IEEE Commun. Mag. 55(1): 18-19 (2017)
[j104]
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Fudong Nian, Teng Li, Yan Wang, Xinyu Wu, Bingbing Ni, Changsheng Xu:
Learning explicit video attributes from mid-level representation for video captioning. Comput. Vis. Image Underst. 163: 126-138 (2017)
[j103]
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M. Shamim Hossain, Changsheng Xu, Abdel Monim Artoli, M. Manzur Murshed, Stefan Göbel:
Cloud-Based Multimedia Services for healthcare and other related applications. Future Gener. Comput. Syst. 66: 27-29 (2017)
[j102]
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Yuxin Peng, Wenwu Zhu, Yao Zhao, Changsheng Xu, Qingming Huang, Hanqing Lu, Qing-Hua Zheng, Tiejun Huang, Wen Gao:
Cross-media analysis and reasoning: advances and directions. Frontiers Inf. Technol. Electron. Eng. 18(1): 44-57 (2017)
[j101]
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Lei Yu, Bing-Kun Bao, Changsheng Xu:
A discriminative graph inferring framework towards weakly supervised image parsing. Multim. Syst. 23(1): 5-18 (2017)
[j100]
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Junyu Gao, Tianzhu Zhang, Xiaoshan Yang, Changsheng Xu:
Deep Relative Tracking. IEEE Trans. Image Process. 26(4): 1845-1858 (2017)
[j99]
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Jitao Sang, Quan Fang, Changsheng Xu:
Exploiting Social-Mobile Information for Location Visualization. ACM Trans. Intell. Syst. Technol. 8(3): 39:1-39:19 (2017)
[c222]
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Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang:
Multi-task Correlation Particle Filter for Robust Object Tracking. CVPR 2017: 4819-4827
[c221]
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomas Vojir, Gustav Häger, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Andrej Muhic, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Antoine Manzanera, Antoine Tran, A. Aydin Alatan, Bogdan Mocanu, Boyu Chen, Chang Huang, Changsheng Xu, Chong Sun, Dalong Du, David Zhang, Dawei Du, Deepak Mishra, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Francesco Battistone, Gorthi R. K. Sai Subrahmanyam, Goutam Bhat, Guan Huang, Guilherme Sousa Bastos, Guna Seetharaman, Hongliang Zhang, Houqiang Li, Huchuan Lu, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jana Noskova, Jianke Zhu, Jin Gao, Jingyu Liu, Ji-Wan Kim, João F. Henriques, José M. Martínez, Junfei Zhuang, Junliang Xing, Junyu Gao, Kai Chen, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Kris M. Kitani, Lei Zhang, Lijun Wang, Lingxiao Yang, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Ming-Hsuan Yang, Nianhao Xie, Ning Wang, Ondrej Miksik, Payman Moallem, Pallavi M. Venugopal, Pedro Senna, Philip H. S. Torr, Qiang Wang, Qifeng Yu, Qingming Huang, Rafael Martin Nieto, Richard Bowden, Risheng Liu, Ruxandra Tapu, Simon Hadfield, Siwei Lyu, Stuart Golodetz, Sunglok Choi, Tianzhu Zhang, Titus Zaharia, Vincenzo Santopietro, Wei Zou, Weiming Hu, Wenbing Tao, Wenbo Li, Wengang Zhou, Xianguo Yu, Xiao Bian, Yang Li, Yifan Xing, Yingruo Fan, Zheng Zhu, Zhipeng Zhang, Zhiqun He:
The Visual Object Tracking VOT2017 Challenge Results. ICCV Workshops 2017: 1949-1972
[c220]
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Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
A Generic Framework for Social Event Analysis. ICMR 2017: 480-483
[c219]
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Junyu Gao, Tianzhu Zhang, Changsheng Xu:
A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks. ACM Multimedia 2017: 127-135
[c218]
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Fudong Nian, Bing-Kun Bao, Teng Li, Changsheng Xu:
Multi-Modal Knowledge Representation Learning via Webly-Supervised Relationships Mining. ACM Multimedia 2017: 411-419
[c217]
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Xiaowen Huang, Yuqi Gao, Quan Fang, Jitao Sang, Changsheng Xu:
Towards SMP Challenge: Stacking of Diverse Models for Social Image Popularity Prediction. ACM Multimedia 2017: 1895-1900
[c216]
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Yuqi Gao, Jitao Sang, Tongwei Ren, Changsheng Xu:
Hashtag-centric Immersive Search on Social Media. ACM Multimedia 2017: 1924-1932
[c215]
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Huaiwen Zhang, Jiaming Zhang, Jitao Sang, Changsheng Xu:
A Demo for Image-Based Personality Test. MMM (2) 2017: 433-437
[c214]
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Liancheng Xiang, Jitao Sang, Changsheng Xu:
Demographic Attribute Inference from Social Multimedia Behaviors: A Cross-OSN Approach. MMM (1) 2017: 515-526
[c213]
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Yifan Jiao, Xiaoshan Yang, Tianzhu Zhang, Shucheng Huang, Changsheng Xu:
Video Highlight Detection via Deep Ranking Modeling. PSIVT 2017: 28-39
[i5]
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Yuqi Gao, Jitao Sang, Tongwei Ren, Changsheng Xu:
Hashtag-centric Immersive Search on Social Media. CoRR abs/1706.00695 (2017)
[i4]
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Guanhua Zheng, Jitao Sang, Changsheng Xu:
Understanding Deep Learning Generalization by Maximum Entropy. CoRR abs/1711.07758 (2017)
2016
[j98]
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Xiaowen Huang, Ming Yan, Jitao Sang, Changsheng Xu:
基于关联规则挖掘的跨网络知识关联及协同应用 (Association Rules Mining Based Cross-network Knowledge Association and Collaborative Applications). 计算机科学 43(7): 51-56 (2016)
[j97]
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Weiqing Min, Bing-Kun Bao, Changsheng Xu:
An incremental probabilistic model for temporal theme analysis of landmarks. Multim. Syst. 22(4): 465-477 (2016)
[j96]
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Xi Shao, Wenming Gui, Changsheng Xu:
Note onset detection based on sparse decomposition. Multim. Tools Appl. 75(5): 2613-2631 (2016)
[j95]
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Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu, Narendra Ahuja:
Robust Visual Tracking via Exclusive Context Modeling. IEEE Trans. Cybern. 46(1): 51-63 (2016)
[j94]
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Quan Fang, Changsheng Xu, M. Shamim Hossain, Ghulam Muhammad:
STCAPLRS: A Spatial-Temporal Context-Aware Personalized Location Recommendation System. ACM Trans. Intell. Syst. Technol. 7(4): 59:1-59:30 (2016)
[j93]
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Shengsheng Qian, Tianzhu Zhang, Changsheng Xu, Jie Shao:
Multi-Modal Event Topic Model for Social Event Analysis. IEEE Trans. Multim. 18(2): 233-246 (2016)
[j92]
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Quan Fang, Changsheng Xu, Jitao Sang, M. Shamim Hossain, Ahmed Ghoneim:
Folksonomy-Based Visual Ontology Construction and Its Applications. IEEE Trans. Multim. 18(4): 702-713 (2016)
[j91]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Shuicheng Yan, M. Shamim Hossain, Ahmed Ghoneim:
Deep Relative Attributes. IEEE Trans. Multim. 18(9): 1832-1842 (2016)
[j90]
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Ming Yan, Jitao Sang, Changsheng Xu, M. Shamim Hossain:
A Unified Video Recommendation by Cross-Network User Modeling. ACM Trans. Multim. Comput. Commun. Appl. 12(4): 53:1-53:24 (2016)
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu:
Semantic Feature Mining for Video Event Understanding. ACM Trans. Multim. Comput. Commun. Appl. 12(4): 55:1-55:22 (2016)
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Si Liu, Tianzhu Zhang, Xiaochun Cao, Changsheng Xu:
Structural Correlation Filter for Robust Visual Tracking. CVPR 2016: 4312-4320
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823
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Jitao Sang, Changsheng Xu, Ramesh C. Jain:
Social Multimedia Ming: From Special to General. ISM 2016: 481-485
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Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis. ACM Multimedia 2016: 2-11
[c208]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu:
Abnormal Event Discovery in User Generated Photos. ACM Multimedia 2016: 47-51
[c207]
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Jitao Sang, Huaiwen Zhang, Changsheng Xu:
Visual BFI: An Exploratory Study for Image-Based Personality Test. PCM (1) 2016: 95-106
[i3]
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Haimin Zhang, Min Xu, Changsheng Xu, Ramesh C. Jain:
Modelling Temporal Information Using Discrete Fourier Transform for Video Classification. CoRR abs/1603.06182 (2016)
[i2]
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Jitao Sang, Huaiwen Zhang, Changsheng Xu:
Visual BFI: an Exploratory Study for Image-based Personality Test. CoRR abs/1605.08117 (2016)
2015
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Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang:
The 21st International Conference on MultiMedia Modeling. IEEE Multim. 22(2): 86-88 (2015)
[j87]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu:
A new discriminative coding method for image classification. Multim. Syst. 21(2): 133-145 (2015)
[j86]
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Long Ying, Tianzhu Zhang, Changsheng Xu:
Multi-object tracking via MHT with multiple information fusion in surveillance video. Multim. Syst. 21(3): 313-326 (2015)
[j85]
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Kai Liu, Shikui Wei, Yao Zhao, Zhenfeng Zhu, Yunchao Wei, Changsheng Xu:
Accumulated reconstruction error vector (AREV): a semantic representation for cross-media retrieval. Multim. Tools Appl. 74(2): 561-576 (2015)
[j84]
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Bing-Kun Bao, Weiqing Min, Teng Li, Changsheng Xu:
Joint Local and Global Consistency on Interdocument and Interword Relationships for Co-Clustering. IEEE Trans. Cybern. 45(1): 15-28 (2015)
[j83]
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Wen Guo, Liangliang Cao, Tony X. Han, Shuicheng Yan, Changsheng Xu:
Max-Confidence Boosting With Uncertainty for Visual Tracking. IEEE Trans. Image Process. 24(5): 1650-1659 (2015)
[j82]
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Chao Sun, Tianzhu Zhang, Changsheng Xu:
Latent Support Vector Machine Modeling for Sign Language Recognition with Kinect. ACM Trans. Intell. Syst. Technol. 6(2): 20:1-20:20 (2015)
[j81]
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Jitao Sang, Tao Mei, Changsheng Xu:
Activity Sensor: Check-In Usage Mining for Local Recommendation. ACM Trans. Intell. Syst. Technol. 6(3): 41:1-41:24 (2015)
[j80]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu:
Cross-Domain Feature Learning in Multimedia. IEEE Trans. Multim. 17(1): 64-78 (2015)
[j79]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, M. Shamim Hossain:
Automatic Visual Concept Learning for Social Event Understanding. IEEE Trans. Multim. 17(3): 346-358 (2015)
[j78]
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Cuicui Kang, Shiming Xiang, Shengcai Liao, Changsheng Xu, Chunhong Pan:
Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval. IEEE Trans. Multim. 17(3): 370-381 (2015)
[j77]
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Zhaoquan Yuan, Changsheng Xu, Jitao Sang, Shuicheng Yan, M. Shamim Hossain:
Learning Feature Hierarchies: A Layer-Wise Tag-Embedded Approach. IEEE Trans. Multim. 17(6): 816-827 (2015)
[j76]
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Quan Fang, Jitao Sang, Changsheng Xu, M. Shamim Hossain:
Relational User Attribute Inference in Social Media. IEEE Trans. Multim. 17(7): 1031-1044 (2015)
[j75]
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Ming Yan, Jitao Sang, Changsheng Xu, M. Shamim Hossain:
YouTube Video Promotion by Cross-Network Association: @Britney to Advertise Gangnam Style. IEEE Trans. Multim. 17(8): 1248-1261 (2015)
[j74]
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Chao Sun, Bing-Kun Bao, Changsheng Xu:
Knowing Verb From Object: Retagging With Transfer Learning on Verb-Object Concept Images. IEEE Trans. Multim. 17(10): 1747-1759 (2015)
[j73]
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Weiqing Min, Bing-Kun Bao, Changsheng Xu, M. Shamim Hossain:
Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation. IEEE Trans. Multim. 17(10): 1787-1801 (2015)
[j72]
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Jitao Sang, Zhengyu Deng, Dongyuan Lu, Changsheng Xu:
Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization. IEEE Trans. Multim. 17(12): 2259-2270 (2015)
[j71]
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Quan Fang, Changsheng Xu, Jitao Sang, M. Shamim Hossain, Muhammad Ghulam:
Word-of-Mouth Understanding: Entity-Centric Multimodal Aspect-Opinion Mining in Social Media. IEEE Trans. Multim. 17(12): 2281-2296 (2015)
[j70]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang:
Boosted Multifeature Learning for Cross-Domain Transfer. ACM Trans. Multim. Comput. Commun. Appl. 11(3): 35:1-35:18 (2015)
[j69]
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Bing-Kun Bao, Changsheng Xu, Weiqing Min, Mohammod Shamim Hossain:
Cross-Platform Emerging Topic Detection and Elaboration from Multimedia Streams. ACM Trans. Multim. Comput. Commun. Appl. 11(4): 54:1-54:21 (2015)
[c206]
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Jitao Sang, Changsheng Xu:
On Analyzing the 'Variety' of Big Social Multimedia. BigMM 2015: 5-8
[c205]
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Jitao Sang, Dongyuan Lu, Changsheng Xu:
A Probabilistic Framework for Temporal User Modeling on Microblogs. CIKM 2015: 961-970
[c204]
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Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, Ming-Hsuan Yang:
Structural Sparse Tracking. CVPR 2015: 150-158
[c203]
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Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan:
Matching-CNN meets KNN: Quasi-parametric human parsing. CVPR 2015: 1419-1427
[c202]
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Fudong Nian, Lanying Li, Teng Li, Changsheng Xu:
Robust gender classification on unconstrained face images. ICIMCS 2015: 77:1-77:4
[c201]
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Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao:
Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data. IJCNN 2015: 1-8
[c200]
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Ming Yan, Jitao Sang, Changsheng Xu:
Unified YouTube Video Recommendation via Cross-network Collaboration. ICMR 2015: 19-26
[c199]
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Shengsheng Qian, Tianzhu Zhang, Richang Hong, Changsheng Xu:
Cross-Domain Collaborative Learning in Social Multimedia. ACM Multimedia 2015: 99-108
[c198]
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Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao:
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification. PAKDD (2) 2015: 473-484
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Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang, Muhammad Abul Hasan:
MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part I. Lecture Notes in Computer Science 8935, Springer 2015, ISBN 978-3-319-14444-3 [contents]
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Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang, Muhammad Abul Hasan:
MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part II. Lecture Notes in Computer Science 8936, Springer 2015, ISBN 978-3-319-14441-2 [contents]
[i1]
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Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan:
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing. CoRR abs/1504.01220 (2015)
2014
[j68]
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Weiqing Min, Bing-Kun Bao, Changsheng Xu:
Multimodal Spatio-Temporal Theme Modeling for Landmark Analysis. IEEE Multim. 21(3): 20-29 (2014)
[j67]
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Shuqiang Jiang, Changsheng Xu, Yong Rui, Alberto Del Bimbo, Hongxun Yao:
Preface: Internet multimedia computing and service. Multim. Tools Appl. 70(2): 599-603 (2014)
[j66]
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Chao Sun, Bing-Kun Bao, Changsheng Xu:
Inductive hierarchical nonnegative graph embedding for "verb-object" image classification. Mach. Vis. Appl. 25(7): 1647-1659 (2014)
[j65]
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Muhammad Abul Hasan, Min Xu, Xiangjian He, Changsheng Xu:
CAMHID: Camera Motion Histogram Descriptor and Its Application to Cinematographic Shot Classification. IEEE Trans. Circuits Syst. Video Technol. 24(10): 1682-1695 (2014)
[j64]
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Si Liu, Qiang Chen, Shuicheng Yan, Changsheng Xu, Hanqing Lu:
Snap & Play: Auto-Generated Personalized Find-the-Difference Game. ACM Trans. Intell. Syst. Technol. 5(4): 65:1-65:18 (2014)
[j63]
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Weiqing Min, Changsheng Xu, Min Xu, Xian Xiao, Bing-Kun Bao:
Mobile Landmark Search with 3D Models. IEEE Trans. Multim. 16(3): 623-636 (2014)
[j62]
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Quan Fang, Jitao Sang, Changsheng Xu, Yong Rui:
Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning. IEEE Trans. Multim. 16(3): 796-812 (2014)
[j61]
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Zhaoquan Yuan, Jitao Sang, Changsheng Xu, Yan Liu:
A Unified Framework of Latent Feature Learning in Social Media. IEEE Trans. Multim. 16(6): 1624-1635 (2014)
[j60]
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Tianzhu Zhang, Changsheng Xu:
Cross-Domain Multi-Event Tracking via CO-PMHT. ACM Trans. Multim. Comput. Commun. Appl. 10(4): 31:1-31:19 (2014)
[j59]
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Quan Fang, Jitao Sang, Changsheng Xu:
Discovering Geo-Informative Attributes for Location Recognition and Exploration. ACM Trans. Multim. Comput. Commun. Appl. 11(1s): 19:1-19:23 (2014)
[j58]
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Shengsheng Qian, Tianzhu Zhang, Changsheng Xu, M. Shamim Hossain:
Social Event Classification via Boosted Multimodal Supervised Latent Dirichlet Allocation. ACM Trans. Multim. Comput. Commun. Appl. 11(2): 27:1-27:22 (2014)
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Zhengyu Deng, Ming Yan, Jitao Sang, Changsheng Xu:
Twitter is Faster: Personalized Time-Aware Video Recommendation from Twitter to YouTube. ACM Trans. Multim. Comput. Commun. Appl. 11(2): 31:1-31:23 (2014)
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Tianzhu Zhang, Kui Jia, Changsheng Xu, Yi Ma, Narendra Ahuja:
Partial Occlusion Handling for Visual Tracking via Robust Part Matching. CVPR 2014: 1258-1265
[c196]
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Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Multi-Modal Supervised Latent Dirichlet Allocation for Event Classification in Social Media. ICIMCS 2014: 152
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Weiqing Min, Bing-Kun Bao, Changsheng Xu:
Scene and viewpoint based visual summarization for landmarks. ICIP 2014: 3112-3116
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Shengsheng Qian, Tianzhu Zhang, Changsheng Xu:
Boosted Multi-modal Supervised Latent Dirichlet Allocation for Social Event Classification. ICPR 2014: 1999-2004
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Ming Yan, Jitao Sang, Changsheng Xu:
Mining Cross-network Association for YouTube Video Promotion. ACM Multimedia 2014: 557-566
[c192]
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Peng Cui, Lexing Xie, Jitao Sang, Changsheng Xu:
Social multimedia computing. ACM Multimedia 2014: 1237-1238
2013
[j56]
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  - journals/ieeemm/NgoXKE13
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Chong-Wah Ngo, Changsheng Xu, Wessel Kraaij, Abdulmotaleb El-Saddik:
Web-Scale Near-Duplicate Search: Techniques and Applications. IEEE Multim. 20(3): 10-12 (2013)
[j55]
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Chong-Wah Ngo, Changsheng Xu, Xiao Wu, Abdulmotaleb El-Saddik:
Guest editorial: selected papers from ICIMCS 2011. Multim. Syst. 19(1): 1-2 (2013)
[j54]
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Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, Jiebo Luo:
Self-taught dimensionality reduction on the high-dimensional small-sized data. Pattern Recognit. 46(1): 215-229 (2013)
[j53]
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Zechao Li, Jing Liu, Changsheng Xu, Hanqing Lu:
MLRank: Multi-correlation Learning to Rank for image annotation. Pattern Recognit. 46(10): 2700-2710 (2013)
[j52]
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Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu:
M⁴L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling. Pattern Recognit. 46(10): 2711-2723 (2013)
[j51]
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Min Xu, Changsheng Xu, Xiangjian He, Jesse S. Jin, Suhuai Luo, Yong Rui:
Hierarchical affective content analysis in arousal and valence dimensions. Signal Process. 93(8): 2140-2150 (2013)
[j50]
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Chao Sun, Tianzhu Zhang, Bing-Kun Bao, Changsheng Xu, Tao Mei:
Discriminative Exemplar Coding for Sign Language Recognition With Kinect. IEEE Trans. Cybern. 43(5): 1418-1428 (2013)
[j49]
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Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu:
Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes. IEEE Trans. Ind. Informatics 9(1): 149-160 (2013)
[j48]
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Bing-Kun Bao, Guangcan Liu, Richang Hong, Shuicheng Yan, Changsheng Xu:
General Subspace Learning With Corrupted Training Data Via Graph Embedding. IEEE Trans. Image Process. 22(11): 4380-4393 (2013)
[j47]
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Jinhui Tang, Guo-Jun Qi, Liyan Zhang, Changsheng Xu:
Cross-Space Affinity Learning with Its Application to Movie Recommendation. IEEE Trans. Knowl. Data Eng. 25(7): 1510-1519 (2013)
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Peng Li, Meng Wang, Jian Cheng, Changsheng Xu, Hanqing Lu:
Spectral Hashing With Semantically Consistent Graph for Image Indexing. IEEE Trans. Multim. 15(1): 141-152 (2013)
[j45]
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Chao Liang, Changsheng Xu, Jian Cheng, Weiqing Min, Hanqing Lu:
Script-to-Movie: A Computational Framework for Story Movie Composition. IEEE Trans. Multim. 15(2): 401-414 (2013)
[j44]
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Jitao Sang, Tao Mei, Ying-Qing Xu, Chen Zhao, Changsheng Xu, Shipeng Li:
Interaction Design for Mobile Visual Search. IEEE Trans. Multim. 15(7): 1665-1676 (2013)
[j43]
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Jitao Sang, Changsheng Xu:
Social influence analysis and application on multimedia sharing websites. ACM Trans. Multim. Comput. Commun. Appl. 9(1s): 53:1-53:24 (2013)
[j42]
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Zechao Li, Jing Liu, Meng Wang, Changsheng Xu, Hanqing Lu:
Enhancing news organization for convenient retrieval and browsing. ACM Trans. Multim. Comput. Commun. Appl. 10(1): 1:1-1:20 (2013)
[c191]
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Tianzhu Zhang, Bernard Ghanem, Changsheng Xu, Narendra Ahuja:
Object Tracking by Occlusion Detection via Structured Sparse Learning. CVPR Workshops 2013: 1033-1040
[c190]
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Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu, Narendra Ahuja:
Low-Rank Sparse Coding for Image Classification. ICCV 2013: 281-288
[c189]
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Ming Yan, Zhengyu Deng, Jitao Sang, Changsheng Xu:
User-Oriented Social Analysis across Social Media Sites. ICIAP Workshops 2013: 482-490
[c188]
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu:
Locality discriminative coding for image classification. ICIMCS 2013: 52-55
[c187]
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Lei Yu, Jing Liu, Changsheng Xu:
Label localization by appearance guided graph inferring. ICIP 2013: 3456-3460
[c186]
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Chao Sun, Tianzhu Zhang, Bing-Kun Bao, Changsheng Xu:
Latent support vector machine for sign language recognition with Kinect. ICIP 2013: 4190-4194
[c185]
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Zhengyu Deng, Jitao Sang, Changsheng Xu:
Personalized video recommendation based on cross-platform user modeling. ICME 2013: 1-6
[c184]
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Ming Yan, Jitao Sang, Tao Mei, Changsheng Xu:
Friend transfer: Cold-start friend recommendation with cross-platform transfer learning of social knowledge. ICME 2013: 1-6
[c183]
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Lei Yu, Jing Liu, Changsheng Xu, Xi Zhou:
Label localization with weakly spatial constrained graph propagation. ICME 2013: 1-6
[c182]
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Zhaoquan Yuan, Jitao Sang, Changsheng Xu:
Tag-aware image classification via Nested Deep Belief nets. ICME 2013: 1-6
[c181]
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  - conf/mir/BaoMLX13
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Bing-Kun Bao, Weiqing Min, Ke Lu, Changsheng Xu:
Social event detection with robust high-order co-clustering. ICMR 2013: 135-142
[c180]
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Quan Fang, Jitao Sang, Changsheng Xu:
GIANT: geo-informative attributes for location recognition and exploration. ACM Multimedia 2013: 13-22
[c179]
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Zhaoquan Yuan, Jitao Sang, Yan Liu, Changsheng Xu:
Latent feature learning in social media network. ACM Multimedia 2013: 253-262
[c178]
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Chao Sun, Bing-Kun Bao, Changsheng Xu:
Verb-Object Concepts Image Classification via Hierarchical Nonnegative Graph Embedding. MMM (1) 2013: 58-69
[c177]
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Quan Fang, Jitao Sang, Changsheng Xu, Ke Lu:
Paint the City Colorfully: Location Visualization from Multiple Themes. MMM (1) 2013: 92-105
[c176]
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Weiqing Min, Bing-Kun Bao, Changsheng Xu:
Landmark History Visualization. MMM (2) 2013: 121-132
[c175]
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  - conf/pcm/YangZXX13
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Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Min Xu:
Graph-Guided Fusion Penalty Based Sparse Coding for Image Classification. PCM 2013: 475-484
[c174]
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Long Ying, Tianzhu Zhang, Shengsheng Qian, Changsheng Xu:
Multi-cue Based Multi-target Tracking with Boosted MHT. PCM 2013: 528-537
2012
[j41]
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Jitao Sang, Changsheng Xu:
Faceted Subtopic Retrieval: Exploiting the Topic Hierarchy via a Multi-modal Framework. J. Multim. 7(1): 9-20 (2012)
[j40]
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Zhongfei Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang, Noshir S. Contractor, Alexander G. Hauptmann, Alejandro Jaimes, Wanqing Li, Alexander C. Loui, Tao Mei, Nicu Sebe, Yonghong Tian, Vincent S. Tseng, Qing Wang, Changsheng Xu, Huimin Yu, Shiwen Yu:
Societally connected multimedia across cultures. J. Zhejiang Univ. Sci. C 13(12): 875-880 (2012)
[j39]
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Huiying Liu, Qingming Huang, Changsheng Xu, Shuqiang Jiang:
@ICT: attention-based virtual content insertion. Multim. Syst. 18(3): 201-214 (2012)
[j38]
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Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng, Changsheng Xu:
Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis. Pattern Recognit. 45(8): 3003-3016 (2012)
[j37]
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Ling Shao, Qi Tian, Alberto Del Bimbo, Changsheng Xu:
Intelligent multimedia interactivity. Pattern Recognit. Lett. 33(4): 371-372 (2012)
[j36]
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Bing-Kun Bao, Guangcan Liu, Changsheng Xu, Shuicheng Yan:
Inductive Robust Principal Component Analysis. IEEE Trans. Image Process. 21(8): 3794-3800 (2012)
[j35]
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Changsheng Xu, Alan Hanjalic, Shuicheng Yan, Qingshan Liu, Alan F. Smeaton:
Special Section on Object and Event Classification in Large-Scale Video Collections. IEEE Trans. Multim. 14(1): 1-2 (2012)
[j34]
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Si Liu, Shuicheng Yan, Tianzhu Zhang, Changsheng Xu, Jing Liu, Hanqing Lu:
Weakly Supervised Graph Propagation Towards Collective Image Parsing. IEEE Trans. Multim. 14(2): 361-373 (2012)
[j33]
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Jitao Sang, Changsheng Xu:
Robust Face-Name Graph Matching for Movie Character Identification. IEEE Trans. Multim. 14(3-1): 586-596 (2012)
[j32]
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Jitao Sang, Changsheng Xu, Jing Liu:
User-Aware Image Tag Refinement via Ternary Semantic Analysis. IEEE Trans. Multim. 14(3-2): 883-895 (2012)
[j31]
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Jitao Sang, Changsheng Xu, Dongyuan Lu:
Learn to Personalized Image Search From the Photo Sharing Websites. IEEE Trans. Multim. 14(4): 963-974 (2012)
[j30]
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Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu, Hanqing Lu:
A Generic Framework for Video Annotation via Semi-Supervised Learning. IEEE Trans. Multim. 14(4): 1206-1219 (2012)
[j29]
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Xian Xiao, Changsheng Xu, Jinqiao Wang, Min Xu:
Enhanced 3-D Modeling for Landmark Image Classification. IEEE Trans. Multim. 14(4): 1246-1258 (2012)
[c173]
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  - conf/cvpr/LiuSLXLY12
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Si Liu, Zheng Song, Guangcan Liu, Changsheng Xu, Hanqing Lu, Shuicheng Yan:
Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set. CVPR 2012: 3330-3337
[c172]
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Jitao Sang, Tao Mei, Jian-Tao Sun, Changsheng Xu, Shipeng Li:
Probabilistic sequential POIs recommendation via check-in data. SIGSPATIAL/GIS 2012: 402-405
[c171]
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Chao Sun, Bing-Kun Bao, Changsheng Xu, Tao Mei:
Kinect-based visual communication system. ICIMCS 2012: 55-59
[c170]
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Long Ying, Changsheng Xu, Wen Guo:
Extended MHT algorithm for multiple object tracking. ICIMCS 2012: 75-79
[c169]
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  - conf/icimcs/JiangLLXL12
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Yu Jiang, Jing Liu, Zechao Li, Changsheng Xu, Hanqing Lu:
Chat with illustration: a chat system with visual aids. ICIMCS 2012: 96-99
[c168]
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Quan Fang, Jitao Sang, Changsheng Xu:
Saliency Aware Locality-preserving Coding for Image Classification. ICME 2012: 260-265
[c167]
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Changsheng Li, Jing Liu, Yan Liu, Changsheng Xu, Qingshan Liu, Hanqing Lu:
Ordinal preserving projection: a novel dimensionality reduction method for image ranking. ICMR 2012: 17
[c166]
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Jitao Sang, Changsheng Xu:
Right buddy makes the difference: an early exploration of social relation analysis in multimedia applications. ACM Multimedia 2012: 19-28
[c165]
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Si Liu, Jiashi Feng, Zheng Song, Tianzhu Zhang, Hanqing Lu, Changsheng Xu, Shuicheng Yan:
Hi, magic closet, tell me what to wear! ACM Multimedia 2012: 619-628
[c164]
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Si Liu, Zheng Song, Meng Wang, Changsheng Xu, Hanqing Lu, Shuicheng Yan:
Street-to-shop: cross-scenario clothing retrieval via parts alignment and auxiliary set. ACM Multimedia 2012: 1335-1336
[c163]
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Bing-Kun Bao, Weiqing Min, Jitao Sang, Changsheng Xu:
Multimedia news digger on emerging topics from social streams. ACM Multimedia 2012: 1357-1358
[c162]
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  - conf/pcm/DengSX12
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Zhengyu Deng, Jitao Sang, Changsheng Xu:
Personalized Celebrity Video Search Based on Cross-Space Mining. PCM 2012: 455-463
[c161]
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Weiqing Min, Bing-Kun Bao, Changsheng Xu:
What Happened Near Big Ben: Event-Driven Landmark Mining from Flickr. PCM 2012: 769-778
2011
[j28]
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Shi Chen, Jinqiao Wang, Yi Ouyang, Bo Wang, Changsheng Xu, Hanqing Lu:
Boosting part-sense multi-feature learners toward effective object detection. Comput. Vis. Image Underst. 115(3): 364-374 (2011)
[j27]
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Yang Liu, Changsheng Xu, Hanqing Lu:
Audio-visual large-scale video copy detection. Int. J. Comput. Math. 88(18): 3803-3816 (2011)
[j26]
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Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu:
Boosted multi-class semi-supervised learning for human action recognition. Pattern Recognit. 44(10-11): 2334-2342 (2011)
[j25]
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Shikui Wei, Yao Zhao, Ce Zhu, Changsheng Xu, Zhenfeng Zhu:
Frame Fusion for Video Copy Detection. IEEE Trans. Circuits Syst. Video Technol. 21(1): 15-28 (2011)
[j24]
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Tianzhu Zhang, Jing Liu, Si Liu, Changsheng Xu, Hanqing Lu:
Boosted Exemplar Learning for Action Recognition and Annotation. IEEE Trans. Circuits Syst. Video Technol. 21(7): 853-866 (2011)
[j23]
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Jitao Sang, Changsheng Xu:
Browse by chunks: Topic mining and organizing on web-scale social media. ACM Trans. Multim. Comput. Commun. Appl. 7(Supplement): 30 (2011)
[c160]
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Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu:
Size Adaptive Selection of Most Informative Features. AAAI 2011: 392-397
[c159]
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Chunjie Zhang, Jing Liu, Qi Tian, Changsheng Xu, Hanqing Lu, Songde Ma:
Image classification by non-negative sparse coding, low-rank and sparse decomposition. CVPR 2011: 1673-1680
[c158]
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Chao Liang, Changsheng Xu, Jian Cheng, Hanqing Lu:
TVParser: An automatic TV video parsing method. CVPR 2011: 3377-3384
[c157]
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Jing Liu, Chunjie Zhang, Qi Tian, Changsheng Xu, Hanqing Lu, Songde Ma:
One step beyond bags of features: Visual categorization using components. ICIP 2011: 2417-2420
[c156]
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Lei Yu, Jing Liu, Changsheng Xu:
Descriptive local feature groups for image classification. ICIP 2011: 2501-2504
[c155]
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Shikui Wei, Yao Zhao, Changsheng Xu, Dong Xu:
Copy detection towards semantic mining for video retrieval. ICIP 2011: 2533-2536
[c154]
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Min Xu, Jinqiao Wang, Muhammad Abul Hasan, Xiangjian He, Changsheng Xu, Hanqing Lu, Jesse S. Jin:
Using context saliency for movie shot classification. ICIP 2011: 3653-3656
[c153]
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Jitao Sang, Chao Liang, Changsheng Xu, Jian Cheng:
Robust movie character identification and the sensitivity analysis. ICME 2011: 1-6
[c152]
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Xian Xiao, Changsheng Xu, Jinqiao Wang, Min Xu:
Landmark recognition and retrieval: from 2D to 3D. J-HGBU@MM 2011: 77-78
[c151]
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Zechao Li, Meng Wang, Jing Liu, Changsheng Xu, Hanqing Lu:
News contextualization with geographic and visual information. ACM Multimedia 2011: 133-142
[c150]
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Si Liu, Qiang Chen, Jian Dong, Shuicheng Yan, Changsheng Xu, Hanqing Lu:
Snap & play: auto-generate personalized find-the-difference mobile game. ACM Multimedia 2011: 993-996
[c149]
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Xinming Zhang, Zheng-Jun Zha, Changsheng Xu:
Learning "verb-object" concepts for semantic image annotation. ACM Multimedia 2011: 1077-1080
[c148]
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Jitao Sang, Jing Liu, Changsheng Xu:
Exploiting user information for image tag refinement. ACM Multimedia 2011: 1129-1132
[c147]
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Guangyu Zhu, Shuicheng Yan, Tony X. Han, Changsheng Xu:
Generative Group Activity Analysis with Quaternion Descriptor. MMM (2) 2011: 1-11
[c146]
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Xinming Zhang, Yang Liu, Chao Liang, Changsheng Xu:
A Visualized Communication System Using Cross-Media Semantic Association. MMM (2) 2011: 88-98
[e5]
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Changsheng Xu, Ralf Steinmetz, Abdulmotaleb El-Saddik, Chong-Wah Ngo, Xiao Wu:
ICIMCS 2011, The Third International Conference on Internet Multimedia Computing and Service, Chengdu, China, August 5-7, 2011. ACM International Conference Proceeding Series, ACM 2011, ISBN 978-1-4503-0918-9 [contents]
2010
[j22]
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Chao Liang, Changsheng Xu, Hanqing Lu:
Personalized Sports Video Customization Using Content and Context Analysis. Int. J. Digit. Multim. Broadcast. 2010: 836357:1-836357:20 (2010)
[j21]
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Jing Liu, Changsheng Xu, Hanqing Lu:
Cross-media retrieval: state-of-the-art and open issues. Int. J. Multim. Intell. Secur. 1(1): 33-52 (2010)
[j20]
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Yang Liu, Jian Cheng, Changsheng Xu, Hanqing Lu:
Building topographic subspace model with transfer learning for sparse representation. Neurocomputing 73(10-12): 1662-1668 (2010)
[j19]
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Changsheng Xu, Eckehard G. Steinbach, Abdulmotaleb El-Saddik, Michelle X. Zhou:
Introduction to the best papers of ACM multimedia 2009. ACM Trans. Multim. Comput. Commun. Appl. 6(3): 12:1-12:2 (2010)
[c145]
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Chunjie Zhang, Jing Liu, Jinqiao Wang, Qi Tian, Changsheng Xu, Hanqing Lu, Songde Ma:
Image Classification Using Spatial Pyramid Coding and Visual Word Reweighting. ACCV (3) 2010: 239-249
[c144]
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Yang Liu, Wanlei Zhao, Chong-Wah Ngo, Changsheng Xu, Hanqing Lu:
Coherent bag-of audio words model for efficient large-scale video copy detection. CIVR 2010: 89-96
[c143]
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Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu:
Human action recognition via multi-view learning. ICIMCS 2010: 23-28
[c142]
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  - conf/icimcs/GuoXMH10
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Wen Guo, Changsheng Xu, Songde Ma, Songqiao Huang:
Hausdorff matching based SVD-covariance descriptor for object tracking. ICIMCS 2010: 41-44
[c141]
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Changsheng Li, Ling Shao, Changsheng Xu, Hanqing Lu:
Feature selection under learning to rank model for multimedia retrieve. ICIMCS 2010: 69-72
[c140]
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  - conf/icimcs/XuCHXJ10
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Min Xu, Ling Chen, Xiangjian He, Changsheng Xu, Jesse S. Jin:
Adaptive local hyperplanes for MTV affective analysis. ICIMCS 2010: 167-170
[c139]
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Huiying Liu, Min Xu, Qingming Huang, Jesse S. Jin, Shuqiang Jiang, Changsheng Xu:
A close-up detection method for movies. ICIP 2010: 1505-1508
[c138]
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Wen Guo, Changsheng Xu, Songde Ma, Min Xu:
Visual attention based small object segmentation in natual images. ICIP 2010: 1565-1568
[c137]
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Chunxi Liu, Qingming Huang, Shuqiang Jiang, Changsheng Xu:
Event based news video people classification and ranking using multimodality features. ICME 2010: 149-154
[c136]
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Xian Xiao, Changsheng Xu, Yong Rui:
Video based 3D reconstruction using spatio-temporal attention analysis. ICME 2010: 1091-1096
[c135]
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