Mingli Song
- Papers
- 18
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Authored papers
18SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data
arXiv 2025
Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense
arXiv 2025
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
arXiv 2025
GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies
arXiv 2025
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
arXiv 2025
Syn-GRPO: Self-Evolving Data Synthesis for MLLM Perception Reasoning
arXiv 2025
Holistic Semantic Representation for Navigational Trajectory Generation
arXiv 2025
Reasoning with Reinforced Functional Token Tuning
arXiv 2025
Reinforced Model Merging
arXiv 2025
VeriGUI: Verifiable Long-Chain GUI Dataset
arXiv 2025
PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation
CVPR 2025 1
Odyssey: Empowering Minecraft Agents with Open-World Skills
arXiv 2024
DepGraph: Towards Any Structural Pruning
CVPR 2023 1
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes
arXiv 2023
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
arXiv 2023
ModelGiF: Gradient Fields for Model Functional Distance
ICCV 2023 1
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
arXiv 2022
Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks
ICCV 2023 1
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