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Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning


Jul 19, 2021
Mingqi Yuan, Mon-on Pun, Yi Chen, Dong Wang, Haojun Li

* 15 pages, 5 figures 

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FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users


Jun 13, 2021
Xiaopeng Jiang, Shuai Zhao, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Manoop Talasila, Syed Anwar Aftab, Yi Chen, Cristian Borcea


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The entire network structure of Crossmodal Transformer


Apr 29, 2021
Meng Li, Changyan Lin, Lixia Shu, Xin Pu, Yi Chen, Heng Wu, Jiasong Li, Hongshuai Cao


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Hybrid Adversarial Inverse Reinforcement Learning


Feb 24, 2021
Mingqi Yuan, Man-On Pun, Yi Chen, Qi Cao

* N/A 

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Towards User Scheduling for 6G: A Fairness-Oriented Scheduler Using Multi-Agent Reinforcement Learning


Feb 04, 2021
Mingqi Yuan, Qi Cao, Man-on Pun, Yi Chen

* 15 pages,14 figures 

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Variable Division and Optimization for Constrained Multiobjective Portfolio Problems


Jan 21, 2021
Yi Chen, Aimin Zhou


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When Shall I Be Empathetic? The Utility of Empathetic Parameter Estimation in Multi-Agent Interactions


Nov 03, 2020
Yi Chen, Lei Zhang, Tanner Merry, Sunny Amatya, Wenlong Zhang, Yi Ren

* Submitted to ICRA2021 

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Reverse-engineering Bar Charts Using Neural Networks


Sep 05, 2020
Fangfang Zhou, Yong Zhao, Wenjiang Chen, Yijing Tan, Yaqi Xu, Yi Chen, Chao Liu, Ying Zhao


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Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection


Sep 04, 2020
Yining Wang, Yi Chen, Ethan X. Fang, Zhaoran Wang, Runze Li

* 54 pages, 4 figures 

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Patient ADE Risk Prediction through Hierarchical Time-Aware Neural Network Using Claim Codes


Aug 20, 2020
Jinhe Shi, Xiangyu Gao, Chenyu Ha, Yage Wang, Guodong Gao, Yi Chen


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Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion


Jul 04, 2020
Yi Chen, Jinglin Chen, Jing Dong, Jian Peng, Zhaoran Wang


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Towards in-store multi-person tracking using head detection and track heatmaps


May 16, 2020
Aibek Musaev, Jiangping Wang, Liang Zhu, Cheng Li, Yi Chen, Jialin Liu, Wanqi Zhang, Juan Mei, De Wang


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A Compressed Coding Scheme for Evolutionary Algorithms in Mixed-Integer Programming: A Case Study on Multi-Objective Constrained Portfolio Optimization


Sep 19, 2019
Yi Chen, Aimin Zhou, Swagatam Das


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Alternative Technique to Asymmetry Analysis-Based Overlapping for Foot Ulcer Examination: Scalable Scanning


Jun 11, 2016
Naima Kaabouch, Wen-Chen Hu, Yi Chen

* Journal of Diabetes & Metabolism, 2012 

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A 128 channel Extreme Learning Machine based Neural Decoder for Brain Machine Interfaces


Sep 27, 2015
Yi Chen, Enyi Yao, Arindam Basu

* 13 pages, 17 figures, accepted by IEEE Transactions on Biomedical Circuits and Systems, 2015 

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Bio-inspired data mining: Treating malware signatures as biosequences


Feb 15, 2013
Ajit Narayanan, Yi Chen


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Discriminative Local Sparse Representations for Robust Face Recognition


Nov 08, 2011
Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran


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