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Wulong Liu

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Mathematical Challenges in Deep Learning

Mar 24, 2023
Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev, Michael R. Metel, Xinlin Li, Ke Sun, Sobhan Hemati, Masoud Asgharian, Linglong Kong, Wulong Liu, Boxing Chen

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Conformalized Fairness via Quantile Regression

Oct 05, 2022
Meichen Liu, Lei Ding, Dengdeng Yu, Wulong Liu, Linglong Kong, Bei Jiang

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LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction

Mar 24, 2022
Bowen Wang, Guibao Shen, Dong Li, Jianye Hao, Wulong Liu, Yu Huang, Hongzhong Wu, Yibo Lin, Guangyong Chen, Pheng Ann Heng

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Neuro-Symbolic Hierarchical Rule Induction

Dec 26, 2021
Claire Glanois, Xuening Feng, Zhaohui Jiang, Paul Weng, Matthieu Zimmer, Dong Li, Wulong Liu

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A Survey on Interpretable Reinforcement Learning

Dec 24, 2021
Claire Glanois, Paul Weng, Matthieu Zimmer, Dong Li, Tianpei Yang, Jianye Hao, Wulong Liu

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Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction

Nov 10, 2021
Amur Ghose, Vincent Zhang, Yingxue Zhang, Dong Li, Wulong Liu, Mark Coates

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Reinforcement Learning based Negotiation-aware Motion Planning of Autonomous Vehicles

Jul 08, 2021
Zhitao Wang, Yuzheng Zhuang, Qiang Gu, Dong Chen, Hongbo Zhang, Wulong Liu

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$S^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks

Jul 07, 2021
Xinlin Li, Bang Liu, Yaoliang Yu, Wulong Liu, Chunjing Xu, Vahid Partovi Nia

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Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment

Jun 03, 2021
Tianze Zhou, Fubiao Zhang, Kun Shao, Kai Li, Wenhan Huang, Jun Luo, Weixun Wang, Yaodong Yang, Hangyu Mao, Bin Wang, Dong Li, Wulong Liu, Jianye Hao

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