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2020 – today
- 2025
[j73]Xingchen Zou
, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang:
Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook. Inf. Fusion 113: 102606 (2025)- 2024
- [j72]Ge Chen, Junbo Zhang, Wei Cui, Jiaming Hu, Ying Peng:
Real-time service task scheduling with fine-grained resource utilization to benefit important industrial business. Comput. Ind. Eng. 196: 110523 (2024) - [j71]Junbo Zhang, Jiandong Lu, Xiaolei Wang, Luning Liu, Yuqiang Feng:
Emotional expressions of care and concern by customer service chatbots: Improved customer attitudes despite perceived inauthenticity. Decis. Support Syst. 186: 114314 (2024) - [j70]Junbo Zhang, Xiaolei Wang, Jiandong Lu, Luning Liu, Yuqiang Feng:
The impact of emotional expression by artificial intelligence recommendation chatbots on perceived humanness and social interactivity. Decis. Support Syst. 187: 114347 (2024) - [j69]Shengdong Du, Tao Yang, Fei Teng, Junbo Zhang, Tianrui Li, Yu Zheng:
Multi-scale feature enhanced spatio-temporal learning for traffic flow forecasting. Knowl. Based Syst. 294: 111787 (2024) - [j68]Xiaohong Yan, Guangyuan Wang, Peng Lin, Junbo Zhang, Yafei Wang, Xianping Fu:
Underwater image dehazing using a novel color channel based dual transmission map estimation. Multim. Tools Appl. 83(7): 20169-20192 (2024) - [j67]Zhiyong Li, Youming Wang, Fa Tian, Junbo Zhang, Yijie Chen, Kunhong Li:
BAFormer: A Novel Boundary-Aware Compensation UNet-like Transformer for High-Resolution Cropland Extraction. Remote. Sens. 16(14): 2526 (2024) - [j66]Guolun Feng, Zhiyong Li, Junbo Zhang, Mantao Wang:
Multi-Scale Spatial Attention-Based Multi-Channel 2D Convolutional Network for Soil Property Prediction. Sensors 24(14): 4728 (2024) - [j65]Junbo Zhang, Weiwei Wan, Nobuyuki Tanaka, Miki Fujita, Koichi Takahashi, Kensuke Harada:
Integrating a Pipette Into a Robot Manipulator With Uncalibrated Vision and TCP for Liquid Handling. IEEE Trans Autom. Sci. Eng. 21(4): 5503-5522 (2024) - [j64]Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Quyang Pan, Junbo Zhang, Zeju Li, Qingxiang Liu:
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation. ACM Trans. Intell. Syst. Technol. 15(2): 28:1-28:34 (2024) - [j63]Guangyin Jin, Yuxuan Liang, Yuchen Fang, Zezhi Shao, Jincai Huang, Junbo Zhang, Yu Zheng:
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. IEEE Trans. Knowl. Data Eng. 36(10): 5388-5408 (2024) - [j62]Yujie Li, Xin Yang, Qiang Gao, Hao Wang, Junbo Zhang, Tianrui Li:
Cross-Regional Fraud Detection via Continual Learning With Knowledge Transfer. IEEE Trans. Knowl. Data Eng. 36(12): 7865-7877 (2024) - [c89]Lina Chen, Junbo Zhang, Weijie Wu, Chaoyu Han, Hong Gao:
Long Video Scoring Method Fusing High-Precision Pose and Spatio-Temporal Attention Modules. APWeb/WAIM (1) 2024: 466-475 - [c88]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
CED: Consistent Ensemble Distillation for Audio Tagging. ICASSP 2024: 291-295 - [c87]Songyu Ke, Yuxuan Liang, Xiuwen Yi, Junbo Zhang, Yu Zheng:
GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference. IJCNN 2024: 1-8 - [c86]Songyu Ke, Chenyu Wu, Jinjin Guo, Junbo Zhang, Yu Zheng:
VQGG: Generating Adaptive Graphs for Traffic Forecasting via a Vector-Quantized Graph Generator. IJCNN 2024: 1-8 - [c85]Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li:
Personalized Federated Continual Learning via Multi-Granularity Prompt. KDD 2024: 4023-4034 - [c84]Dekang Qi, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng:
Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. KDD 2024: 5590-5601 - [c83]Zhe Jiang, Liang Zhao, Xun Zhou, Junbo Zhang, Shashi Shekhar, Jieping Ye:
The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24). KDD 2024: 6722-6723 - [c82]Mohamed Ibrahim Ahmed, Atul Bansal, Kuang Yuan, Junbo Zhang, Swarun Kumar:
Towards Ubiquitous IoT through Long Range Wireless Energy Harvesting. MobiHoc 2024: 21-30 - [i57]Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang:
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook. CoRR abs/2402.19348 (2024) - [i56]Wenhui Tan, Bei Liu, Junbo Zhang, Ruihua Song, Jianlong Fu:
Multi-task Manipulation Policy Modeling with Visuomotor Latent Diffusion. CoRR abs/2403.07312 (2024) - [i55]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang, Bin Wang:
Scaling up masked audio encoder learning for general audio classification. CoRR abs/2406.06992 (2024) - [i54]Zhiyong Yan, Heinrich Dinkel, Yongqing Wang, Jizhong Liu, Junbo Zhang, Yujun Wang, Bin Wang:
Bridging Language Gaps in Audio-Text Retrieval. CoRR abs/2406.07012 (2024) - [i53]Jizhong Liu, Gang Li, Junbo Zhang, Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Yujun Wang, Bin Wang:
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding. CoRR abs/2406.13275 (2024) - [i52]Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li:
Personalized Federated Continual Learning via Multi-granularity Prompt. CoRR abs/2407.00113 (2024) - [i51]Peng Xie, Minbo Ma, Bin Wang, Junbo Zhang, Tianrui Li:
UMOD: A Novel and Effective Urban Metro Origin-Destination Flow Prediction Method. CoRR abs/2409.04942 (2024) - 2023
- [j61]Songyu Ke, Zheyi Pan, Tianfu He, Yuxuan Liang, Junbo Zhang, Yu Zheng:
AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction. Artif. Intell. 318: 103899 (2023) - [j60]Jingxian Wang, Junbo Zhang, Ke Li, Chengfeng Pan, Carmel Majidi, Swarun Kumar:
Locating Everyday Objects Using NFC Textiles. Commun. ACM 66(10): 107-114 (2023) - [j59]Ge Chen, Junbo Zhang, Mingchao Ning, Wei Cui, Mengcheng Ma:
Task scheduling in real-time industrial scenarios. Comput. Ind. Eng. 182: 109372 (2023) - [j58]Rui Zhang, Chengtian Jiang, Junbo Zhang, Jiteng Fan, Jiayi Ren, Hui Xia:
Reinvigorating sustainability in Internet of Things marketing: Framework for multi-round real-time bidding with game machine learning. Internet Things 24: 100921 (2023) - [j57]Minbo Ma, Peng Xie, Fei Teng, Bin Wang, Shenggong Ji, Junbo Zhang, Tianrui Li:
HiSTGNN: Hierarchical spatio-temporal graph neural network for weather forecasting. Inf. Sci. 648: 119580 (2023) - [j56]Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng:
Housing rental suggestion based on e-commerce data. Knowl. Based Syst. 268: 110474 (2023) - [j55]Junbo Zhang, Cheng Zhang:
Teaching quality monitoring and evaluation of physical education teaching in ordinary college based on edge computing optimization model. J. Supercomput. 79(15): 16559-16579 (2023) - [j54]Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng:
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System. IEEE Trans. Knowl. Data Eng. 35(1): 1013-1027 (2023) - [j53]Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang:
Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding. IEEE Trans. Knowl. Data Eng. 35(2): 2133-2146 (2023) - [j52]Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang:
Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation. IEEE Trans. Knowl. Data Eng. 35(5): 4621-4633 (2023) - [j51]Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng:
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35(5): 5282-5295 (2023) - [j50]Jiyue Li, Senzhang Wang, Jiaqiang Zhang, Hao Miao, Junbo Zhang, Philip S. Yu:
Fine-Grained Urban Flow Inference With Incomplete Data. IEEE Trans. Knowl. Data Eng. 35(6): 5851-5864 (2023) - [j49]Hao Qu, Yongshun Gong, Meng Chen, Junbo Zhang, Yu Zheng, Yilong Yin:
Forecasting Fine-Grained Urban Flows Via Spatio-Temporal Contrastive Self-Supervision. IEEE Trans. Knowl. Data Eng. 35(8): 8008-8023 (2023) - [j48]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann:
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting. IEEE Trans. Knowl. Data Eng. 35(9): 9254-9268 (2023) - [j47]Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang:
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. IEEE Trans. Knowl. Data Eng. 35(10): 9973-9984 (2023) - [c81]Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi:
Language-Assisted 3D Feature Learning for Semantic Scene Understanding. AAAI 2023: 3445-3453 - [c80]Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng:
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation. AAAI 2023: 4149-4156 - [c79]Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. AAAI 2023: 4356-4364 - [c78]Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang:
AutoSTL: Automated Spatio-Temporal Multi-Task Learning. AAAI 2023: 4902-4910 - [c77]Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
AirFormer: Predicting Nationwide Air Quality in China with Transformers. AAAI 2023: 14329-14337 - [c76]Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao:
MLPST: MLP is All You Need for Spatio-Temporal Prediction. CIKM 2023: 3381-3390 - [c75]Yuhao Zheng, Lian Zhong, Senzhang Wang, Yu Yang, Weixi Gu, Junbo Zhang, Jianxin Wang:
DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model. CIKM 2023: 3505-3513 - [c74]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers. ICASSP 2023: 1-5 - [c73]Jiuxin Lin, Xinyu Cai, Heinrich Dinkel, Jun Chen, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Zhiyong Wu, Yujun Wang, Helen Meng:
Av-Sepformer: Cross-Attention Sepformer for Audio-Visual Target Speaker Extraction. ICASSP 2023: 1-5 - [c72]Junbo Zhang, Runpei Dong, Kaisheng Ma:
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP. ICCV (Workshops) 2023: 2040-2051 - [c71]Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma:
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? ICLR 2023 - [c70]Zhe Jiang, Xiaohong Shen, Junbo Zhang, Haiyan Wang:
A Flipped Classroom Teaching Design Based on Constructivist Theory. ICSPCC 2023: 1-5 - [c69]Junbo Zhang, Zhe Jiang, Tianyuan Zhang, Daojiang Li:
Improved RAKE receiver for underwater acoustic spread spectrum communication based on m-SAMP channel estimation. ICSPCC 2023: 1-5 - [c68]Jiuxin Lin, Peng Wang, Heinrich Dinkel, Jun Chen, Zhiyong Wu, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information. INTERSPEECH 2023: 2488-2492 - [c67]Junbo Zhang, Wenhui Guo, Haoran Yu, Yanjiang Wang:
Motor Imagery EEG Recognition Based on an Improved Convolutional Neural Network with Parallel Gate Recurrent Unit. PRCV (8) 2023: 316-327 - [i50]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers. CoRR abs/2303.01812 (2023) - [i49]Junbo Zhang, Runpei Dong, Kaisheng Ma:
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP. CoRR abs/2303.04748 (2023) - [i48]Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng:
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. CoRR abs/2303.14483 (2023) - [i47]Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang:
AutoSTL: Automated Spatio-Temporal Multi-Task Learning. CoRR abs/2304.09174 (2023) - [i46]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Streaming Audio Transformers for Online Audio Tagging. CoRR abs/2305.17834 (2023) - [i45]Heinrich Dinkel, Weiji Zhuang, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Understanding temporally weakly supervised training: A case study for keyword spotting. CoRR abs/2305.18794 (2023) - [i44]Jiuxin Lin, Xinyu Cai, Heinrich Dinkel, Jun Chen, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Zhiyong Wu, Yujun Wang, Helen Meng:
AV-SepFormer: Cross-Attention SepFormer for Audio-Visual Target Speaker Extraction. CoRR abs/2306.14170 (2023) - [i43]Jiuxin Lin, Peng Wang, Heinrich Dinkel, Jun Chen, Zhiyong Wu, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information. CoRR abs/2306.16241 (2023) - [i42]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
CED: Consistent ensemble distillation for audio tagging. CoRR abs/2308.11957 (2023) - [i41]Songyu Ke, Ting Li, Li Song, Yanping Sun, Qintian Sun, Junbo Zhang, Yu Zheng:
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference. CoRR abs/2309.03239 (2023) - [i40]Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao:
MLPST: MLP is All You Need for Spatio-Temporal Prediction. CoRR abs/2309.13363 (2023) - [i39]Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li:
Federated Continual Learning via Knowledge Fusion: A Survey. CoRR abs/2312.16475 (2023) - 2022
- [j46]Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang:
Fairness and accuracy in horizontal federated learning. Inf. Sci. 589: 170-185 (2022) - [j45]Haibo Zhang, Kang Li, Jiaojiao Kou, Xiaoxue Chen, Linqi Hai, Junbo Zhang, Mingquan Zhou, Guohua Geng, Shunli Zhang:
A novel compression framework of the dense point-cloud model for cultural heritage artifacts. Multim. Tools Appl. 81(23): 32817-32839 (2022) - [j44]Yang Xu, Yuanfa Jiang, Junbo Zhang, Kang Li, Guohua Geng:
Real-Time Ray-Traced Soft Shadows of Environmental Lighting by Conical Ray Culling. Proc. ACM Comput. Graph. Interact. Tech. 5(1): 1:1-1:15 (2022) - [j43]Jun Sun, Junbo Zhang, Xuesong Gao, Mantao Wang, Dinghua Ou, Xiaobo Wu, Dejun Zhang:
Fusing Spatial Attention with Spectral-Channel Attention Mechanism for Hyperspectral Image Classification via Encoder-Decoder Networks. Remote. Sens. 14(9): 1968 (2022) - [j42]Junbo Zhang, Shifeng Xu, Jun Sun, Dinghua Ou, Xiaobo Wu, Mantao Wang:
Unsupervised Adversarial Domain Adaptation for Agricultural Land Extraction of Remote Sensing Images. Remote. Sens. 14(24): 6298 (2022) - [j41]Wendong Wang, Junbo Zhang, Dezhi Kong, Shibin Su, Xiaoqing Yuan, Chengzhi Zhao:
Research on control method of upper limb exoskeleton based on mixed perception model. Robotica 40(10): 3669-3685 (2022) - [j40]Junbo Zhang, Elahe Soltanaghai, Artur Balanuta, Reese Grimsley, Swarun Kumar, Anthony Rowe:
PLatter: On the Feasibility of Building-Scale Power Line Backscatter. GetMobile Mob. Comput. Commun. 26(4): 19-22 (2022) - [j39]Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang, Yu Zheng:
Federated Forest. IEEE Trans. Big Data 8(3): 843-854 (2022) - [j38]Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng:
Predicting Fine-Grained Air Quality Based on Deep Neural Networks. IEEE Trans. Big Data 8(5): 1326-1339 (2022) - [j37]Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li:
Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2. ACM Trans. Intell. Syst. Technol. 13(2): 17:1-17:4 (2022) - [j36]Zheyi Pan, Wentao Zhang, Yuxuan Liang, Weinan Zhang, Yong Yu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Meta Learning for Urban Traffic Prediction. IEEE Trans. Knowl. Data Eng. 34(3): 1462-1476 (2022) - [j35]Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng:
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks. IEEE Trans. Knowl. Data Eng. 34(5): 2348-2359 (2022) - [j34]Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng:
Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. 34(12): 5796-5808 (2022) - [c66]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
TrajFormer: Efficient Trajectory Classification with Transformers. CIKM 2022: 1229-1237 - [c65]Senzhang Wang, Jiyue Li, Hao Miao, Junbo Zhang, Junxing Zhu, Jianxin Wang:
Generative-Free Urban Flow Imputation. CIKM 2022: 2028-2037 - [c64]Junbo Zhang, Kaisheng Ma:
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views. CVPR 2022: 16629-16638 - [c63]Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng:
Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. DASFAA (2) 2022: 656-663 - [c62]Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma:
Contrastive Deep Supervision. ECCV (26) 2022: 1-19 - [c61]Guangxia Li, Gang Xiao, Junbo Zhang, Jia Liu, Yulong Shen:
Towards Relational Multi-Agent Reinforcement Learning via Inductive Logic Programming. ICANN (2) 2022: 99-110 - [c60]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Pseudo Strong Labels for Large Scale Weakly Supervised Audio Tagging. ICASSP 2022: 336-340 - [c59]Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng:
Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting. ICDM (Workshops) 2022: 1-8 - [c58]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
UniKW-AT: Unified Keyword Spotting and Audio Tagging. INTERSPEECH 2022: 3238-3242 - [c57]Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng:
Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning. KDD 2022: 3072-3080 - [c56]Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye:
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD 2022: 4878-4879 - [c55]Junbo Zhang, Elahe Soltanaghai, Artur Balanuta, Reese Grimsley, Swarun Kumar, Anthony G. Rowe:
PLatter: On the Feasibility of Building-scale Power Line Backscatter. NSDI 2022: 897-911 - [c54]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
An Empirical Study of Weakly Supervised Audio Tagging Embeddings for General Audio Representations. Odyssey 2022: 390-395 - [c53]Junbo Zhang, Gaurav Balakrishnan, Sruti Srinidhi, Arnav Bhat, Swarun Kumar, Christopher Bettinger:
NFCapsule: An Ingestible Sensor Pill for Eosinophilic Esophagitis Detection Based on near-Field Coupling. SenSys 2022: 75-90 - [i38]Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang:
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. CoRR abs/2204.02650 (2022) - [i37]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Pseudo strong labels for large scale weakly supervised audio tagging. CoRR abs/2204.13430 (2022) - [i36]Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng:
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling. CoRR abs/2206.00007 (2022) - [i35]Junbo Zhang, Kaisheng Ma:
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views. CoRR abs/2206.00227 (2022) - [i34]Junbo Zhang, Weiwei Wan, Nobuyuki Tanaka, Miki Fujita, Kensuke Harada:
Integrating a Manual Pipette into a Collaborative Robot Manipulator for Flexible Liquid Dispensing. CoRR abs/2207.01214 (2022) - [i33]Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma:
Contrastive Deep Supervision. CoRR abs/2207.05306 (2022) - [i32]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
UniKW-AT: Unified Keyword Spotting and Audio Tagging. CoRR abs/2209.11377 (2022) - [i31]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
An empirical study of weakly supervised audio tagging embeddings for general audio representations. CoRR abs/2209.15167 (2022) - [i30]Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi:
Language-Assisted 3D Feature Learning for Semantic Scene Understanding. CoRR abs/2211.14091 (2022) - [i29]