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Shunyu Liu
Shunyu Liu
1
Affiliations
Affiliations
Nanyang Technological University
13
papers
396
total citations
papers (13)
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
ICCV 2025
arXiv
220
citations
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
NEURIPS 2025
arXiv
106
citations
SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data
NEURIPS 2025
arXiv
25
citations
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
NEURIPS 2025
arXiv
13
citations
VORTA: Efficient Video Diffusion via Routing Sparse Attention
NEURIPS 2025
arXiv
12
citations
Lookaround Optimizer: $k$ steps around, 1 step average
NEURIPS 2023
arXiv
8
citations
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
ICLR 2025
arXiv
4
citations
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
NEURIPS 2025
arXiv
3
citations
Holistic Semantic Representation for Navigational Trajectory Generation
AAAI 2025
arXiv
3
citations
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
AAAI 2025
arXiv
1
citations
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL
AAAI 2025
1
citations
Tree of Preferences for Diversified Recommendation
NEURIPS 2025
arXiv
0
citations
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location
AAAI 2025
0
citations