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Tianyi Chen

School of Civil and Environmental Engineering, Nanyang Technological University, Singapore

Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach


Jun 24, 2022
Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong

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* This paper has been accepted by 10th Symposium of the European Association for Research in Transportation (hEART 2022) 

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A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences


Jun 21, 2022
Han Shen, Tianyi Chen

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Lazy Queries Can Reduce Variance in Zeroth-order Optimization


Jun 14, 2022
Quan Xiao, Qing Ling, Tianyi Chen

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Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning


Jun 10, 2022
Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen

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* accepted to ICML 2022 

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Federated Cross Learning for Medical Image Segmentation


Apr 05, 2022
Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia

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* 10 pages, 4 figures 

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Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably?


Mar 06, 2022
Lisha Chen, Tianyi Chen

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Spatial-Temporal Sequential Hypergraph Network for Crime Prediction


Jan 07, 2022
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen

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* IJCAI 2021 Research Paper 

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CAFE: Catastrophic Data Leakage in Vertical Federated Learning


Nov 02, 2021
Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen

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Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees


Oct 11, 2021
Siliang Zeng, Tianyi Chen, Alfredo Garcia, Mingyi Hong

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