Scholar
Shunyu Liu
Google Scholar ID: 4U-X6d4AAAAJ
Nanyang Technological University
Citations & Impact
Citations
689
H-index
14
i10-index
21
Publications
20
Co-authors
11
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Papers accepted by top-tier conferences and journals including NeurIPS (2023, 2024, 2025), KDD (2023, 2024, 2025), AAAI (2023, 2025), IJCAI (2024, 2025), ICLR (2025), ICCV (2025), ACL (2025), WWW (2024, 2025), etc.
- Published multiple papers in IEEE Transactions journals, including IEEE TPAMI (top-tier AI journal), IEEE Transactions on Power Systems (top-tier power systems journal), IEEE TKDE, IEEE TSMC: Systems, etc.
- Representative publications include:
- - 'A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective' (NeurIPS 2024, corresponding author)
- - 'Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks' (KDD 2024, equal contribution and corresponding author)
- - 'Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning' (IEEE TPAMI 2024)
- - 'Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map' (IEEE TPWRS 2024, equal contribution)
- - 'Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition' (AAAI)
