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ORCIDShunyu Liu 0001
Person information
- affiliation: Zhejiang University, Hangzhou, China
- affiliation (former): Sun Yat-sen University, Guangzhou, China
Other persons with the same name
- Shunyu Liu 0002 — Nanjing Institute of Technology, Nanjing, Jiangsu, China
- Shunyu Liu 0003 — East China Normal University, School of Computer Science and Technology, Shanghai, China
- Shunyu Liu 0004
![[0009-0003-9696-134X]](https://dblp.org/img/orcid-mark.12x12.png "0009-0003-9696-134X")
— Hainan University, College of Information and Communication Engineering, Haikou, China
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2020 – today
- 2024
[j5]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: 121070 (2024)- [j4]Shuang Luo, Yinchuan Li, Shunyu Liu, Xu Zhang, Yunfeng Shao, Chao Wu:
Multi-agent Continuous Control with Generative Flow Networks. Neural Networks 174: 106243 (2024) - [j3]Yu Wang, Tongya Zheng, Shunyu Liu, Zunlei Feng, Kai-Xuan Chen, Yunzhi Hao, Mingli Song:
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. IEEE Trans. Knowl. Data Eng. 36(11): 7074-7086 (2024) - [c16]Wenda Li, Kaixuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song:
Learning a Mini-Batch Graph Transformer via Two-Stage Interaction Augmentation. ECAI 2024: 3015-3022 - [c15]Jiacong Hu, Jingwen Ye, Zunlei Feng, Jiazhen Yang, Shunyu Liu, Xiaotian Yu, Lingxiang Jia, Mingli Song:
Improving Adversarial Robustness via Feature Pattern Consistency Constraint. IJCAI 2024: 848-856 - [c14]Na Yu, Ke Xu, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Mingli Song:
Multi-Channel Graph Fusion Representation for Tabular Data Imputation. IJCNN 2024: 1-8 - [c13]Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song:
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. KDD 2024: 3277-3288 - [c12]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: 3598-3609 - [c11]Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng:
Simple Graph Condensation. ECML/PKDD (2) 2024: 53-71 - [c10]Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song:
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. WWW 2024: 3509-3520 - [i27]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 abs/2401.02771 (2024) - [i26]Zhenbang Xiao, Shunyu Liu, Yu Wang, Tongya Zheng, Mingli Song:
Disentangled Condensation for Large-scale Graphs. CoRR abs/2401.12231 (2024) - [i25]Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song:
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. CoRR abs/2403.01801 (2024) - [i24]Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song:
Advantage-Aware Policy Optimization for Offline Reinforcement Learning. CoRR abs/2403.07262 (2024) - [i23]Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng:
Simple Graph Condensation. CoRR abs/2403.14951 (2024) - [i22]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 abs/2405.15831 (2024) - [i21]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 abs/2406.08829 (2024) - [i20]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 abs/2406.17818 (2024) - [i19]Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song:
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. CoRR abs/2407.01979 (2024) - [i18]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 abs/2407.09904 (2024) - [i17]Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song:
Odyssey: Empowering Agents with Open-World Skills. CoRR abs/2407.15325 (2024) - [i16]Shuang Luo, Yinchuan Li, Shunyu Liu, Xu Zhang, Yunfeng Shao, Chao Wu:
Multi-Agent Continuous Control with Generative Flow Networks. CoRR abs/2408.06920 (2024) - 2023
- [j2]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): 7898-7908 (2023) - [j1]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): 7403-7414 (2023) - [c9]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: 11595-11603 - [c8]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: 2583-2590 - [c7]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 - [c6]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: 147-160 - [c5]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: 237-249 - [c4]Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song:
Lookaround Optimizer: k steps around, 1 step average. NeurIPS 2023 - [i15]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 abs/2305.17352 (2023) - [i14]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 abs/2305.19903 (2023) - [i13]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 abs/2306.02081 (2023) - [i12]Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song:
Lookaround Optimizer: k steps around, 1 step average. CoRR abs/2306.07684 (2023) - [i11]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 abs/2306.08232 (2023) - [i10]Yu Wang, Tongya Zheng, Shunyu Liu, Kaixuan Chen, Zunlei Feng, Yunzhi Hao, Mingli Song:
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. CoRR abs/2306.09381 (2023) - [i9]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 abs/2308.02916 (2023) - [i8]Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Yong Wang, Mingli Song:
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning. CoRR abs/2311.16807 (2023) - 2022
- [c3]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: 1-8 - [i7]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 abs/2205.06576 (2022) - [i6]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 abs/2207.01955 (2022) - [i5]Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song:
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning. CoRR abs/2207.03902 (2022) - [i4]Yunpeng Qing, Shunyu Liu, Jie Song, Mingli Song:
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges. CoRR abs/2211.06665 (2022) - [i3]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 abs/2211.12712 (2022) - 2021
- [c2]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: 555-565 - [i2]Kaixuan Chen, Jie Song, Shunyu Liu, Na Yu, Zunlei Feng, Mingli Song:
Distribution Knowledge Embedding for Graph Pooling. CoRR abs/2109.14333 (2021) - [i1]Gengshi Han, Shunyu Liu, Kaixuan Chen, Na Yu, Zunlei Feng, Mingli Song:
Imbalanced Sample Generation and Evaluation for Power System Transient Stability Using CTGAN. CoRR abs/2112.08836 (2021)
2010 – 2019
- 2018
- [c1]Jinxin Lin, Shunyu Liu, Gan Huang, Zhiguo Zhang, Kai Huang:
The Recognition of Driving Action Based on EEG Signals Using Wavelet-CSP Algorithm. DSP 2018: 1-5
Coauthor Index
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