Shunyu Liu
10
Papers
241
Total Citations
1
Affiliations
Affiliations
Nanyang Technological University
Papers (10)
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
ICCV 2025
206
citations
SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data
NeurIPS 2025arXiv
19
citations
VORTA: Efficient Video Diffusion via Routing Sparse Attention
NeurIPS 2025arXiv
7
citations
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
ICLR 2025arXiv
3
citations
Holistic Semantic Representation for Navigational Trajectory Generation
AAAI 2025
3
citations
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
NeurIPS 2025arXiv
2
citations
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
AAAI 2025
1
citations
Tree of Preferences for Diversified Recommendation
NeurIPS 2025arXiv
0
citations
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location
AAAI 2025
0
citations
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL
AAAI 2025
0
citations