Shunyu Liu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 38

Top Topics

Reinforcement Learning

Graph Classification

Surprising Patterns

Top Venues

Publications

Jiacong Hu, Jingwen Ye, Zunlei Feng, Jiazhen Yang, Shunyu Liu, Xiaotian Yu, Lingxiang Jia, Mingli Song
Improving Adversarial Robustness via Feature Pattern Consistency Constraint. CoRR (2024)
Kaixuan Chen, Wei Luo, Shunyu Liu, Yaoquan Wei, Yihe Zhou, Yunpeng Qing, Quan Zhang, Jie Song, Mingli Song
Powerformer: A Section-adaptive Transformer for Power Flow Adjustment. CoRR (2024)
Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. KDD (2024)
Wenda Li, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation. CoRR (2024)
Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. CoRR (2024)
Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng
Simple Graph Condensation. CoRR (2024)
Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song
Advantage-Aware Policy Optimization for Offline Reinforcement Learning. CoRR (2024)
Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song
Odyssey: Empowering Agents with Open-World Skills. CoRR (2024)
Feiyang Xu, Shunyu Liu, Yunpeng Qing, Yihe Zhou, Yuwen Wang, Mingli Song
Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks. CoRR (2024)
Feiyang Xu, Shunyu Liu, Yunpeng Qing, Yihe Zhou, Yuwen Wang, Mingli Song
Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks. KDD (2024)
Shuang Luo, Yinchuan Li, Shunyu Liu, Xu Zhang, Yunfeng Shao, Chao Wu
Multi-agent Continuous Control with Generative Flow Networks. Neural Networks 174 (2024)
Shunyu Liu, Yanzhen Zhou, Mingli Song, Guangquan Bu, Jianbo Guo, Chun Chen
Progressive decision-making framework for power system topology control. Expert Syst. Appl. 235 (2024)
Shunyu Liu, Wei Luo, Yanzhen Zhou, Kai-Xuan Chen, Quan Zhang, Huating Xu, Qinglai Guo, Mingli Song
Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map. CoRR (2024)
Zhenbang Xiao, Shunyu Liu, Yu Wang, Tongya Zheng, Mingli Song
Disentangled Condensation for Large-scale Graphs. CoRR (2024)
Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. CoRR (2024)
Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. WWW (2024)
Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Ji Qiao, Yun Su, Yingjie Tian, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. KDD (2023)
Yu Wang, Tongya Zheng, Shunyu Liu, Kaixuan Chen, Zunlei Feng, Yunzhi Hao, Mingli Song
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. CoRR (2023)
Wenda Li, Kaixuan Chen, Shunyu Liu, Wenjie Huang, Haofei Zhang, Yingjie Tian, Yun Su, Mingli Song
Message-passing selection: Towards interpretable GNNs for graph classification. CoRR (2023)
Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition. AAAI (2023)
Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song
Lookaround Optimizer: k steps around, 1 step average. NeurIPS (2023)
Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, Mingli Song
Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket. CoRR (2023)
Kaixuan Chen, Jie Song, Shunyu Liu, Na Yu, Zunlei Feng, Gengshi Han, Mingli Song
Distribution Knowledge Embedding for Graph Pooling. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, Mingli Song
Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Tickets. ECAI (2023)
Shunyu Liu, Yunpeng Qing, Shuqi Xu, Hongyan Wu, Jiangtao Zhang, Jingyuan Cong, Tianhao Chen, Yunfu Liu, Mingli Song
Curricular Subgoals for Inverse Reinforcement Learning. CoRR (2023)
Yihe Zhou, Shunyu Liu, Yunpeng Qing, Kaixuan Chen, Tongya Zheng, Yanhao Huang, Jie Song, Mingli Song
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? CoRR (2023)
Shunyu Liu, Kai-Xuan Chen, Na Yu, Jie Song, Zunlei Feng, Mingli Song
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework. IEEE Trans. Syst. Man Cybern. Syst. 53 (12) (2023)
Wenda Li, Kaixuan Chen, Shunyu Liu, Wenjie Huang, Haofei Zhang, Mingli Song, Yingjie Tian, Yun Su
Message-passing Selection: Towards Interpretable GNNs for Graph Classification. Tiny Papers @ ICLR (2023)
Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song
Lookaround Optimizer: k steps around, 1 step average. CoRR (2023)
Yunzhi Hao, Yu Wang, Shunyu Liu, Tongya Zheng, Xingen Wang, Xinyu Wang, Mingli Song, Wenqi Huang, Chun Chen
Attribution Guided Layerwise Knowledge Amalgamation from Graph Neural Networks. ICONIP (1) (2023)
Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. CoRR (2023)
Kaixuan Chen, Shunyu Liu, Na Yu, Rong Yan, Quan Zhang, Jie Song, Zunlei Feng, Mingli Song
Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System. IJCNN (2022)
Yunpeng Qing, Shunyu Liu, Jie Song, Mingli Song
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges. CoRR (2022)
Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning. CoRR (2022)
Kaixuan Chen, Shunyu Liu, Na Yu, Rong Yan, Quan Zhang, Jie Song, Zunlei Feng, Mingli Song
Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System. CoRR (2022)
Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition. CoRR (2022)
Shunyu Liu, Xinchao Wang, Na Yu, Jie Song, Kaixuan Chen, Zunlei Feng, Mingli Song
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework. CoRR (2022)
Gengshi Han, Shunyu Liu, Kaixuan Chen, Na Yu, Zunlei Feng, Mingli Song
Imbalanced Sample Generation and Evaluation for Power System Transient Stability Using CTGAN. ICO (2021)