Shumin Deng

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upvoted 3 papers 6 days ago

ReLearn: Unlearning via Learning for Large Language Models

Paper • 2502.11190 • Published Feb 16, 2025 • 31

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

Paper • 2505.20322 • Published May 23, 2025 • 15

LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories

Paper • 2606.13578 • Published 7 days ago • 53

liked a model 8 days ago

zjunlp/LabVLA-5B-Base

Robotics • 5B • Updated 3 days ago • 143 • 29

upvoted a paper 13 days ago

Unsupervised Skill Discovery for Agentic Data Analysis

Paper • 2606.06416 • Published 14 days ago • 12

submitted a paper to Daily Papers 13 days ago

Unsupervised Skill Discovery for Agentic Data Analysis

Paper • 2606.06416 • Published 14 days ago • 12

upvoted a paper 16 days ago

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published 18 days ago • 36

submitted a paper to Daily Papers 16 days ago

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published 18 days ago • 36

upvoted a paper 17 days ago

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published 21 days ago • 23

submitted a paper to Daily Papers 17 days ago

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published 21 days ago • 23

upvoted 2 papers 20 days ago

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models

Paper • 2605.30219 • Published 21 days ago • 26

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published 21 days ago • 44

authored a paper 2 months ago

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published Apr 6 • 35

upvoted 2 papers 2 months ago

LightThinker++: From Reasoning Compression to Memory Management

Paper • 2604.03679 • Published Apr 4 • 38

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published Apr 6 • 35

submitted a paper to Daily Papers 2 months ago

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published Apr 6 • 35

upvoted a paper 3 months ago

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published Feb 26 • 94

upvoted a paper 4 months ago

How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities

Paper • 2603.02578 • Published Mar 3 • 25

upvoted a paper 7 months ago

MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Paper • 2511.11793 • Published Nov 14, 2025 • 196

upvoted a paper 8 months ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 116