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Dual Class-Aware Contrastive Federated Semi-Supervised Learning


Nov 16, 2022
Qi Guo, Yong Qi, Saiyu Qi, Di Wu


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StereoISP: Rethinking Image Signal Processing for Dual Camera Systems


Nov 15, 2022
Ahmad Bin Rabiah, Qi Guo


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Causality-driven Hierarchical Structure Discovery for Reinforcement Learning


Oct 13, 2022
Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen

* Accepted by NeurIPS 2022 

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Object-Category Aware Reinforcement Learning


Oct 13, 2022
Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen

* This paper is to be published on NeurIPS 2022 

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FedMCSA: Personalized Federated Learning via Model Components Self-Attention


Aug 23, 2022
Qi Guo, Yong Qi, Saiyu Qi, Di Wu, Qian Li

* The first submission of this work is to AAAI2022 in 20210829. Now the new submission for review 

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Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks


Aug 19, 2022
Husheng Han, Xing Hu, Kaidi Xu, Pucheng Dang, Ying Wang, Yongwei Zhao, Zidong Du, Qi Guo, Yanzhi Yang, Tianshi Chen


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Neural Program Synthesis with Query


May 08, 2022
Di Huang, Rui Zhang, Xing Hu, Xishan Zhang, Pengwei Jin, Nan Li, Zidong Du, Qi Guo, Yunji Chen

* Accepted by ICLR 2022 

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ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers


Nov 04, 2021
Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen

* Accepted at NeurIPS 2021 

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Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms


Sep 04, 2021
Ruizhi Chen, Xiaoyu Wu, Yansong Pan, Kaizhao Yuan, Ling Li, TianYun Ma, JiYuan Liang, Rui Zhang, Kai Wang, Chen Zhang, Shaohui Peng, Xishan Zhang, Zidong Du, Qi Guo, Yunji Chen

* 19 pages,16 figures 

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