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2020 – today
- 2023
[j105]Zhouji Ma, Xiaojun Chang
:
Normalized ground states of nonlinear biharmonic Schrödinger equations with Sobolev critical growth and combined nonlinearities. Appl. Math. Lett. 135: 108388 (2023)- [j104]Jinlong Qu, Xiaowei Zhao, Yun Xiao, Xiaojun Chang, Zhihui Li, Xuanhong Wang:
Adaptive Manifold Graph representation for Two-Dimensional Discriminant Projection. Knowl. Based Syst. 266: 110411 (2023) - [j103]B. B. Gupta, Varun Prajapati, Nadia Nedjah, Pandi Vijayakumar, Ahmed A. Abd El-Latif, Xiaojun Chang:
Machine learning and smart card based two-factor authentication scheme for preserving anonymity in telecare medical information system (TMIS). Neural Comput. Appl. 35(7): 5055-5080 (2023) - [j102]Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann:
A Comprehensive Survey of Scene Graphs: Generation and Application. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1-26 (2023) - [j101]Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Zhihui Li, Lina Yao, Alex Hauptmann:
TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3848-3861 (2023) - [j100]Mingjie Li, Po-Yao Huang, Xiaojun Chang, Junjie Hu, Yi Yang, Alex Hauptmann:
Video Pivoting Unsupervised Multi-Modal Machine Translation. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3918-3932 (2023) - [j99]Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang:
DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Vision Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4430-4446 (2023) - [j98]Xiu Shu, Yunyun Yang, Jun Liu, Xiaojun Chang, Boying Wu:
ALVLS: Adaptive local variances-Based levelset framework for medical images segmentation. Pattern Recognit. 136: 109257 (2023) - [j97]Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang:
PRE-NAS: Evolutionary Neural Architecture Search With Predictor. IEEE Trans. Evol. Comput. 27(1): 26-36 (2023) - [j96]Xiaoqin Zhang, Chen-Xiang Fan, Zhiheng Xiao, Li Zhao, Huiling Chen, Xiaojun Chang:
Random Reconstructed Unpaired Image-to-Image Translation. IEEE Trans. Ind. Informatics 19(3): 3144-3154 (2023) - [j95]Dan Shi, Lei Zhu, Jingjing Li, Zheng Zhang, Xiaojun Chang:
Unsupervised Adaptive Feature Selection With Binary Hashing. IEEE Trans. Image Process. 32: 838-853 (2023) - [j94]Lingling Zhang, Shaowei Wang, Jun Liu, Xiaojun Chang, Qika Lin, Yaqiang Wu, Qinghua Zheng:
MuL-GRN: Multi-Level Graph Relation Network for Few-Shot Node Classification. IEEE Trans. Knowl. Data Eng. 35(6): 6085-6098 (2023) - [j93]Mingjie Li, Rui Liu, Fuyu Wang, Xiaojun Chang, Xiaodan Liang:
Auxiliary signal-guided knowledge encoder-decoder for medical report generation. World Wide Web (WWW) 26(1): 253-270 (2023) - [c92]Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu:
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. EACL (Findings) 2023: 2147-2162 - [i80]Pengzhen Ren, Changlin Li, Hang Xu, Yi Zhu, Guangrun Wang, Jianzhuang Liu, Xiaojun Chang, Xiaodan Liang:
ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency. CoRR abs/2302.10307 (2023) - [i79]Yuanjiang Cao, Lina Yao, Le Pan, Quan Z. Sheng, Xiaojun Chang:
Guided Image-to-Image Translation by Discriminator-Generator Communication. CoRR abs/2303.03598 (2023) - [i78]Mingjie Li, Bingqian Lin, Zicong Chen, Haokun Lin, Xiaodan Liang, Xiaojun Chang:
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation. CoRR abs/2303.10323 (2023) - [i77]Mingjie Li, Tharindu Rathnayake, Ben Beck, Lingheng Meng, Zijue Chen, Akansel Cosgun, Xiaojun Chang, Dana Kulic:
A Benchmark for Cycling Close Pass Near Miss Event Detection from Video Streams. CoRR abs/2304.11868 (2023) - [i76]Bingqian Lin, Zicong Chen, Mingjie Li, Haokun Lin, Hang Xu, Yi Zhu, Jianzhuang Liu, Wenjia Cai, Lei Yang, Shen Zhao, Chenfei Wu, Ling Chen, Xiaojun Chang, Yi Yang, Lei Xing, Xiaodan Liang:
Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining. CoRR abs/2304.14204 (2023) - [i75]Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu:
Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. CoRR abs/2305.02471 (2023) - 2022
- [j92]B. B. Gupta, Pooja Chaudhary, Xiaojun Chang, Nadia Nedjah:
Smart defense against distributed Denial of service attack in IoT networks using supervised learning classifiers. Comput. Electr. Eng. 98: 107726 (2022) - [j91]Pengzhen Ren, Yun Xiao, Xiaojun Chang, Poyao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang:
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions. ACM Comput. Surv. 54(4): 76:1-76:34 (2022) - [j90]Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Brij B. Gupta, Xiaojiang Chen, Xin Wang:
A Survey of Deep Active Learning. ACM Comput. Surv. 54(9): 180:1-180:40 (2022) - [j89]Yao Liu, Lina Yao, Binghao Li, Claude Sammut, Xiaojun Chang:
Interpolation graph convolutional network for 3D point cloud analysis. Int. J. Intell. Syst. 37(12): 12283-12304 (2022) - [j88]En Yu, Jianhua Ma, Jiande Sun, Xiaojun Chang, Huaxiang Zhang, Alexander G. Hauptmann:
Deep Discrete Cross-Modal Hashing with Multiple Supervision. Neurocomputing 486: 215-224 (2022) - [j87]Yihao Li, Tianyu Huang, Yifan Liu, Xiaojun Chang, Gangyi Ding:
Anchor-based crowd formation transformation. Comput. Animat. Virtual Worlds 33(5) (2022) - [j86]Di Yuan, Xiu Shu, Nana Fan, Xiaojun Chang, Qiao Liu, Zhenyu He:
Accurate bounding-box regression with distance-IoU loss for visual tracking. J. Vis. Commun. Image Represent. 83: 103428 (2022) - [j85]Bing Liu, Xiaojun Chang, Di Yuan, Yong Yang:
HCDC-SRCF tracker: Learning an adaptively multi-feature fuse tracker in spatial regularized correlation filters framework. Knowl. Based Syst. 238: 107913 (2022) - [j84]Haotian Ren, Wei Lu, Yun Xiao, Xiaojun Chang, Xuanhong Wang, Zhiqiang Dong, Dingyi Fang:
Graph convolutional networks in language and vision: A survey. Knowl. Based Syst. 251: 109250 (2022) - [j83]Jing Li, En Yu, Jianhua Ma, Xiaojun Chang, Huaxiang Zhang, Jiande Sun:
Discrete Fusion Adversarial Hashing for cross-modal retrieval. Knowl. Based Syst. 253: 109503 (2022) - [j82]Shuangquan Zuo, Yun Xiao, Xiaojun Chang, Xuanhong Wang:
Vision transformers for dense prediction: A survey. Knowl. Based Syst. 253: 109552 (2022) - [j81]Lei Lu, Yun Xiao, Xiaojun Chang, Xuanhong Wang, Pengzhen Ren, Zhe Ren:
Deformable attention-oriented feature pyramid network for semantic segmentation. Knowl. Based Syst. 254: 109623 (2022) - [j80]Li Wang, Wei Huang, Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Weidong Su:
Pruning graph neural networks by evaluating edge properties. Knowl. Based Syst. 256: 109847 (2022) - [j79]Caixia Yan, Xiaojun Chang, Zhihui Li, Weili Guan, Zongyuan Ge, Lei Zhu, Qinghua Zheng:
ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9733-9740 (2022) - [j78]Dan Song, Wenshu Zhang, Tongwei Ren, Xiaojun Chang:
Editorial paper for pattern recognition letters VSI on multi-view representation learning and multi-modal information representation. Pattern Recognit. Lett. 159: 165-166 (2022) - [j77]Shaohua Wan, Zan Gao, Hanwang Zhang, Xiaojun Chang, Chen Chen, Anastasios Tefas:
Editorial paper for Pattern Recognition Letters VSI on cross model understanding for visual question answering. Pattern Recognit. Lett. 160: 9-10 (2022) - [j76]Lingling Zhang, Shaowei Wang, Xiaojun Chang, Jun Liu, Zongyuan Ge, Qinghua Zheng:
Auto-FSL: Searching the Attribute Consistent Network for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1213-1223 (2022) - [j75]Yun Li, Zhe Liu, Lina Yao, Xianzhi Wang, Julian J. McAuley, Xiaojun Chang:
An Entropy-Guided Reinforced Partial Convolutional Network for Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5175-5186 (2022) - [j74]Sheng Wan, Shirui Pan, Ping Zhong, Xiaojun Chang, Jian Yang, Chen Gong:
Dual Interactive Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j73]Weili Guan, Haokun Wen, Xuemeng Song, Chun Wang, Chung-Hsing Yeh, Xiaojun Chang, Liqiang Nie:
Partially Supervised Compatibility Modeling. IEEE Trans. Image Process. 31: 4733-4745 (2022) - [j72]Di Yuan, Xiaojun Chang, Zhihui Li, Zhenyu He:
Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking. ACM Trans. Multim. Comput. Commun. Appl. 18(3): 70:1-70:18 (2022) - [j71]Brij B. Gupta, Aakanksha Tewari, Ivan Cvitic, Dragan Perakovic, Xiaojun Chang:
Artificial intelligence empowered emails classifier for Internet of Things based systems in industry 4.0. Wirel. Networks 28(1): 493-503 (2022) - [c91]Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao:
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition. CVPR 2022: 2980-2989 - [c90]Hehe Fan, Xiaojun Chang, Wanyue Zhang, Yi Cheng, Ying Sun, Mohan S. Kankanhalli:
Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo Labels. CVPR 2022: 6367-6376 - [c89]Sihao Lin, Hongwei Xie, Bing Wang, Kaicheng Yu, Xiaojun Chang, Xiaodan Liang, Gang Wang:
Knowledge Distillation via the Target-aware Transformer. CVPR 2022: 10905-10914 - [c88]Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Su, Jilin Hu, Gholamreza Haffari, Bin Yang:
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule. CVPR 2022: 11861-11870 - [c87]Pengzhen Ren, Changlin Li, Guangrun Wang, Yun Xiao, Qing Du, Xiaodan Liang, Xiaojun Chang:
Beyond Fixation: Dynamic Window Visual Transformer. CVPR 2022: 11977-11987 - [c86]Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang:
Automated Progressive Learning for Efficient Training of Vision Transformers. CVPR 2022: 12476-12486 - [c85]Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang:
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation. CVPR 2022: 20624-20633 - [c84]Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang:
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection. ECCV (34) 2022: 358-375 - [c83]Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo:
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge. EMNLP 2022: 12022-12036 - [c82]Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang:
PRE-NAS: predictor-assisted evolutionary neural architecture search. GECCO 2022: 1066-1074 - [c81]Yin Yin Low, Angeline Tanvy, Raphaël C.-W. Phan, Xiaojun Chang:
AdverFacial: Privacy-Preserving Universal Adversarial Perturbation Against Facial Micro-Expression Leakages. ICASSP 2022: 2754-2758 - [c80]Xiaocong Chen, Lina Yao, Xiaojun Chang, Siyu Wang:
Empowerment-driven Policy Gradient Learning with Counterfactual Augmentation in Recommender Systems. ICDM 2022: 885-890 - [c79]Siyi Hu, Chuanlong Xie, Xiaodan Liang, Xiaojun Chang:
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL. ICML 2022: 9041-9071 - [c78]Canran Li, Dongnan Liu, Haoran Li, Zheng Zhang, Guangming Lu, Xiaojun Chang, Weidong Cai:
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-Aware Feature Alignment and Pseudo-Labelling. MICCAI (8) 2022: 715-724 - [c77]Weili Guan, Xuemeng Song, Haoyu Zhang, Meng Liu, Chung-Hsing Yeh, Xiaojun Chang:
Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation. ACM Multimedia 2022: 268-276 - [c76]Weili Guan, Fangkai Jiao, Xuemeng Song, Haokun Wen, Chung-Hsing Yeh, Xiaojun Chang:
Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning. SIGIR 2022: 482-491 - [c75]Xiaocong Chen, Lina Yao, Julian J. McAuley, Weili Guan, Xiaojun Chang, Xianzhi Wang:
Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation. SIGIR 2022: 1316-1325 - [i74]Yun Li, Zhe Liu, Lina Yao, Xiaojun Chang:
Balancing Generalization and Specialization in Zero-shot Learning. CoRR abs/2201.01961 (2022) - [i73]Li Liu, Qingle Huang, Sihao Lin, Hongwei Xie, Bing Wang, Xiaojun Chang, Xiaodan Liang:
Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillation. CoRR abs/2202.03680 (2022) - [i72]Pengzhen Ren, Changlin Li, Guangrun Wang, Yun Xiao, Qing Du, Xiaodan Liang, Xiaojun Chang:
Beyond Fixation: Dynamic Window Visual Transformer. CoRR abs/2203.12856 (2022) - [i71]Chengyou Jia, Minnan Luo, Caixia Yan, Xiaojun Chang, Qinghua Zheng:
CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search. CoRR abs/2203.14307 (2022) - [i70]Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang:
Automated Progressive Learning for Efficient Training of Vision Transformers. CoRR abs/2203.14509 (2022) - [i69]Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao:
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition. CoRR abs/2204.02148 (2022) - [i68]Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang:
PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search. CoRR abs/2204.12726 (2022) - [i67]Qinghua Zheng, Jihong Wang, Minnan Luo, Yaoliang Yu, Jundong Li, Lina Yao, Xiaojun Chang:
Towards Explanation for Unsupervised Graph-Level Representation Learning. CoRR abs/2205.09934 (2022) - [i66]Sihao Lin, Hongwei Xie, Bing Wang, Kaicheng Yu, Xiaojun Chang, Xiaodan Liang, Gang Wang:
Knowledge Distillation via the Target-aware Transformer. CoRR abs/2205.10793 (2022) - [i65]Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang:
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation. CoRR abs/2206.01988 (2022) - [i64]Canran Li, Dongnan Liu, Haoran Li, Zheng Zhang, Guangming Lu, Xiaojun Chang, Weidong Cai:
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling. CoRR abs/2207.01233 (2022) - [i63]Siyi Hu, Chuanlong Xie, Xiaodan Liang, Xiaojun Chang:
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL. CoRR abs/2207.05683 (2022) - [i62]Mingjie Li, Xiaoyun Zhao, Rui Liu, Changlin Li, Xiaohan Wang, Xiaojun Chang:
Generalizable Memory-driven Transformer for Multivariate Long Sequence Time-series Forecasting. CoRR abs/2207.07827 (2022) - [i61]Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang:
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection. CoRR abs/2207.10448 (2022) - [i60]Haoran Li, Chun-Mei Feng, Tao Zhou, Yong Xu, Xiaojun Chang:
Prompt-driven efficient Open-set Semi-supervised Learning. CoRR abs/2209.14205 (2022) - [i59]Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu:
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. CoRR abs/2210.05556 (2022) - [i58]Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo:
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge. CoRR abs/2210.08362 (2022) - [i57]Tao Tang, Changlin Li, Guangrun Wang, Kaicheng Yu, Xiaojun Chang, Xiaodan Liang:
Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers. CoRR abs/2210.08458 (2022) - [i56]Siyi Hu, Yifan Zhong, Minquan Gao, Weixun Wang, Hao Dong, Zhihui Li, Xiaodan Liang, Xiaojun Chang, Yaodong Yang:
MARLlib: Extending RLlib for Multi-agent Reinforcement Learning. CoRR abs/2210.13708 (2022) - [i55]Zhe Liu, Yun Li, Lina Yao, Xiaojun Chang, Wei Fang, Xiaojun Wu, Yi Yang:
Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning. CoRR abs/2211.02895 (2022) - [i54]Tianyi Wang, Kam-Pui Chow, Xiaojun Chang, Yinglong Wang:
Deepfake Detection: A Comprehensive Study from the Reliability Perspective. CoRR abs/2211.10881 (2022) - [i53]Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu:
3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation. CoRR abs/2212.01103 (2022) - 2021
- [j70]Zhongke Gao, An-An Liu, Yanhui Wang, Michael Small, Xiaojun Chang, Jürgen Kurths:
IEEE Access Special Section Editorial: Big Data Learning and Discovery. IEEE Access 9: 158064-158073 (2021) - [j69]Wei Sun, Xiaojun Chang:
Ground states of a class of gradient systems of Choquard type with general nonlinearity. Appl. Math. Lett. 122: 107503 (2021) - [j68]Brij B. Gupta, Krishna Yadav, Imran Razzak, Konstantinos E. Psannis, Arcangelo Castiglione, Xiaojun Chang:
A novel approach for phishing URLs detection using lexical based machine learning in a real-time environment. Comput. Commun. 175: 47-57 (2021) - [j67]Minnan Luo, Xiaojun Chang, Chen Gong:
Reliable shot identification for complex event detection via visual-semantic embedding. Comput. Vis. Image Underst. 213: 103300 (2021) - [j66]Lanlan Yang, Chuihan Kong, Xiaojun Chang, Sicong Zhao, Yang Cao, Shunli Zhang:
Correlation filters with adaptive convolution response fusion for object tracking. Knowl. Based Syst. 228: 107314 (2021) - [j65]Yun Xiao, Wenlong Lei, Lei Lu, Xiaojun Chang, Xia Zheng, Xiaojiang Chen:
CS-GAN: Cross-Structure Generative Adversarial Networks for Chinese calligraphy translation. Knowl. Based Syst. 229: 107334 (2021) - [j64]Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Chuan Zhou, Zongyuan Ge, Steven Weidong Su:
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 2921-2935 (2021) - [j63]Weili Guan, Xuemeng Song, Tian Gan, Junyu Lin, Xiaojun Chang, Liqiang Nie:
Cooperation Learning From Multiple Social Networks: Consistent and Complementary Perspectives. IEEE Trans. Cybern. 51(9): 4501-4514 (2021) - [j62]Di Yuan, Xiaojun Chang, Po-Yao Huang, Qiao Liu, Zhenyu He:
Self-Supervised Deep Correlation Tracking. IEEE Trans. Image Process. 30: 976-985 (2021) - [j61]Caixia Yan, Xiaojun Chang, Minnan Luo, Qinghua Zheng, Xiaoqin Zhang, Zhihui Li, Feiping Nie:
Self-weighted Robust LDA for Multiclass Classification with Edge Classes. ACM Trans. Intell. Syst. Technol. 12(1): 4:1-4:19 (2021) - [j60]Xu Lu, Li Liu, Liqiang Nie, Xiaojun Chang, Huaxiang Zhang:
Semantic-Driven Interpretable Deep Multi-Modal Hashing for Large-Scale Multimedia Retrieval. IEEE Trans. Multim. 23: 4541-4554 (2021) - [j59]Shaohua Wan, Zan Gao, Hanwang Zhang, Xiaojun Chang:
Introduction to the Special Issue on Fine-grained Visual Computing. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 11:1-11:3 (2021) - [c74]Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang:
Dynamic Slimmable Network. CVPR 2021: 8607-8617 - [c73]Fengda Zhu, Xiwen Liang, Yi Zhu, Qizhi Yu, Xiaojun Chang, Xiaodan Liang:
SOON: Scenario Oriented Object Navigation With Graph-Based Exploration. CVPR 2021: 12689-12699 - [c72]Mitchell Hargreaves, David Ting, Stephen Bajan, Kamron Bhavnagri, Richard Bassed, Xiaojun Chang:
A Generative Deep Learning Approach for Forensic Facial Reconstruction. DICTA 2021: 1-7 - [c71]Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu:
Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. FUSION 2021: 1-8 - [c70]Chong Liu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang, Zongyuan Ge, Yi-Dong Shen:
Vision-Language Navigation with Random Environmental Mixup. ICCV 2021: 1624-1634 - [c69]Li Liu, Qingle Huang, Sihao Lin, Hongwei Xie, Bing Wang, Xiaojun Chang, Xiaodan Liang:
Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation. ICCV 2021: 8251-8260 - [c68]Changlin Li, Tao Tang, Guangrun Wang, Jiefeng Peng, Bing Wang, Xiaodan Liang, Xiaojun Chang:
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search. ICCV 2021: 12261-12271 - [c67]Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang:
UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers. ICLR 2021 - [c66]Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang:
Transformer Based Multi-Agent Framework. ICME Workshops 2021: 1-2 - [c65]Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, M. Ehsan Abbasnejad, Reza Haffari:
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients. ICML 2021: 12557-12566 - [c64]Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann:
Person Search Challenges and Solutions: A Survey. IJCAI 2021: 4500-4507 - [c63]Weili Guan, Haokun Wen, Xuemeng Song, Chung-Hsing Yeh, Xiaojun Chang, Liqiang Nie:
Multimodal Compatibility Modeling via Exploring the Consistent and Complementary Correlations. ACM Multimedia 2021: 2299-2307 - [c62]Mingjie Li, Wenjia Cai, Rui Liu, Yuetian Weng, Xiaoyun Zhao, Cong Wang, Xin Chen, Zhong Liu, Caineng Pan, Mengke Li, Yingfeng Zheng, Yizhi Liu, Flora D. Salim, Karin Verspoor, Xiaodan Liang, Xiaojun Chang:
FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark. NeurIPS Datasets and Benchmarks 2021 - [i52]Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang:
UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers. CoRR abs/2101.08001 (2021) - [i51]