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

SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data

NeurIPS 2025arXiv

VORTA: Efficient Video Diffusion via Routing Sparse Attention

NeurIPS 2025arXiv

From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks

Holistic Semantic Representation for Navigational Trajectory Generation

SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding

NeurIPS 2025arXiv

Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning

Tree of Preferences for Diversified Recommendation

NeurIPS 2025arXiv

Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location

Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL