Shunyu Liu / 刘顺宇

Ph.D. Student | Visual Intelligence and Pattern Analysis Lab | Zhejiang University

News

Apr. 2024: One paper was accepted by IJCAI 2024.
Mar. 2024: One paper was accepted by Neural Networks.
Jan. 2024: One paper was accepted by WWW 2024.
Sep. 2023: One paper was accepted by NeurIPS 2023.
Jul. 2023: One paper was accepted by Expert Systems With Applications.
Jul. 2023: One paper was accepted by ECAI 2023.
Jul. 2023: One paper was accepted by IEEE Transactions on Power Systems.
Jul. 2023: One paper was accepted by IEEE Transactions on Systems, Man and Cybernetics: Systems.
May 2023: One paper was accepted by KDD 2023.
Apr. 2023: One paper was accepted by ICLR 2023 Tiny Paper.
Nov. 2022: One paper was accepted by AAAI 2023.
Seq. 2022: One paper was accepted by IEEE Transactions on Knowledge and Data Engineering.

I am currently pursuing the Ph.D. degree in the Visual Intelligence and Pattern Analysis (VIPA) Lab, College of Computer Science and Technology @ Zhejiang University, advised by Prof. Mingli Song and Prof. Chun Chen. I received the B.Eng. degree from the School of Data and Computer Science, Sun Yat-sen University, in 2019. Please feel free to contact me if you are interested in my research :)

My current research interests include

$^\dagger$ Equal contribution.

Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map [Paper] [Code]
Shunyu Liu$^\dagger$, Wei Luo$^\dagger$, Yanzhen Zhou, Kaixuan Chen, Quan Zhang, Huating Xu, Qinglai Guo, Mingli Song.
IEEE Transactions on Power Systems, 2023.
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework [Paper] [Code]
Shunyu Liu, Kaixuan Chen, Yu, Na, Jie Song, Zunlei Feng, Mingli Song.
IEEE Transactions on Systems, Man and Cybernetics: Systems, 2023.
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition [Paper] [Code]
Shunyu Liu$^\dagger$, Yihe Zhou$^\dagger$, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song.
AAAI Conference on Artificial Intelligence (AAAI), 2023, Oral.
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning [Paper] [Code]
Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song.
arXiv preprint arXiv:2207.03902, 2022.

Outstanding Undergraduate Student Scholarship, Sun Yat-sen University, 2015-2018.
National Scholarship, Ministry of Education of the People’s Republic of China, 2018.
Outstanding Graduate Student Award, Zhejiang University, 2019-2023.
Outstanding Ph.D. Student Scholarship, Zhejiang University, 2021.
Chen Tianzhou Scholarship, Zhejiang University, 2023.

Meritorious Winner in “Mathematical Contest in Modeling”, COMAP, 2018.
Ranked 9th in “Advanced Power System AI Application Competition”, State Grid Corporation of China, 2022
Ranked 5th in “L2RPN Challenge - Energies of the Future and Carbon Neutrality”, WCCI, 2022.
Ranked 3rd in “Power System Dispatching AI Application Competition”, China Southern Power Grid, 2023.