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Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking



Peng Dai , Yiqiang Feng , Renliang Weng , Changshui Zhang


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Video Demoireing with Relation-Based Temporal Consistency



Peng Dai , Xin Yu , Lan Ma , Baoheng Zhang , Jia Li , Wenbo Li , Jiajun Shen , Xiaojuan Qi


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An Efficient and Robust System for Vertically Federated Random Forest



Houpu Yao , Jiazhou Wang , Peng Dai , Liefeng Bo , Yanqing Chen


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Self-supervised Spatiotemporal Representation Learning by Exploiting Video Continuity



Hanwen Liang , Niamul Quader , Zhixiang Chi , Lizhe Chen , Peng Dai , Juwei Lu , Yang Wang

* Accepted at AAAI2022. arXiv v2: add more experimental details 

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Spatial-Temporal Sequential Hypergraph Network for Crime Prediction



Lianghao Xia , Chao Huang , Yong Xu , Peng Dai , Liefeng Bo , Xiyue Zhang , Tianyi Chen

* IJCAI 2021 Research Paper 

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Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling



Lianghao Xia , Chao Huang , Yong Xu , Peng Dai , Mengyin Lu , Liefeng Bo

* Published on ICDE 2021 

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Decompose the Sounds and Pixels, Recompose the Events



Varshanth R. Rao , Md Ibrahim Khalil , Haoda Li , Peng Dai , Juwei Lu

* Accepted at AAAI 2022 

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Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network



Xiyue Zhang , Chao Huang , Yong Xu , Lianghao Xia , Peng Dai , Liefeng Bo , Junbo Zhang , Yu Zheng

* Published as a paper at AAAI 2021 

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Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network



Lianghao Xia , Chao Huang , Yong Xu , Peng Dai , Bo Zhang , Liefeng Bo

* Published as a full paper at SIGIR 2020 

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