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Rui Yang

InterDigital, Inc

Exploiting Reward Shifting in Value-Based Deep RL


Sep 15, 2022
Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou


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Dual-Stream Transformer with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis


Jun 22, 2022
Pei Liu, Bo Fu, Feng Ye, Rui Yang, Bin Xu, Luping Ji

* Submitted to the IEEE, 10 pages, 5 figures, 4 tables 

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RORL: Robust Offline Reinforcement Learning via Conservative Smoothing


Jun 06, 2022
Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han

* 23 pages, 10 figures 

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Adaptive Online Learning of Quantum States


Jun 01, 2022
Xinyi Chen, Elad Hazan, Tongyang Li, Zhou Lu, Xinzhao Wang, Rui Yang


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UniInst: Unique Representation for End-to-End Instance Segmentation


May 26, 2022
Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li

* This work is in the revision phase of the journal Neurocomputing. Codes will be available upon publication 

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Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions


May 20, 2022
Rui Yang, Jie Wang, Zijie Geng, Mingxuan Ye, Shuiwang Ji, Bin Li, Feng Wu

* Accepted to KDD'22 

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All-optical graph representation learning using integrated diffractive photonic computing units


Apr 23, 2022
Tao Yan, Rui Yang, Ziyang Zheng, Xing Lin, Hongkai Xiong, Qionghai Dai

* 25 pages, 5 figures 

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ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer


Mar 21, 2022
Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li

* The code will be released 

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Intelligent Feedback Overhead Reduction (iFOR) in Wi-Fi 7 and Beyond


Mar 09, 2022
Mrugen Deshmukh, Zinan Lin, Hanqing Lou, Mahmoud Kamel, Rui Yang, Ismail Guvenc


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Safe Learning-Based Feedback Linearization Tracking Control for Nonlinear System with Event-Triggered Model Update


Mar 07, 2022
Zhixuan Wu, Rui Yang, Lei Zheng, Hui Cheng

* Robot. Autom. Lett. 7 (2022) 3286-3293 
* 8 pages, 8 figures 

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