Shumin Deng

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upvoted a paper 1 day ago

EM^2Mem: Event-Centric Multimodal Memory for Large Language Models

Paper • 2609.00551 • Published 3 days ago • 12

submitted a paper to Daily Papers 1 day ago

EM^2Mem: Event-Centric Multimodal Memory for Large Language Models

Paper • 2609.00551 • Published 3 days ago • 12

upvoted a paper 2 days ago

Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

Paper • 2608.31076 • Published 4 days ago • 18

submitted a paper to Daily Papers 2 days ago

Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

Paper • 2608.31076 • Published 4 days ago • 18

upvoted a paper 14 days ago

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

Paper • 2608.20202 • Published 15 days ago • 34

upvoted a paper 21 days ago

Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence

Paper • 2608.12036 • Published 23 days ago • 86

upvoted 3 papers 3 months ago

ReLearn: Unlearning via Learning for Large Language Models

Paper • 2502.11190 • Published Feb 16, 2025 • 30

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 Jun 11 • 60

liked a model 3 months ago

zjunlp/LabVLA-5B-Base

Robotics • 5B • Updated Jun 20 • 30 • 36

upvoted a paper 3 months ago

Unsupervised Skill Discovery for Agentic Data Analysis

Paper • 2606.06416 • Published Jun 4 • 12

submitted a paper to Daily Papers 3 months ago

Unsupervised Skill Discovery for Agentic Data Analysis

Paper • 2606.06416 • Published Jun 4 • 12

upvoted a paper 3 months ago

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published May 31 • 38

submitted a paper to Daily Papers 3 months ago

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published May 31 • 38

upvoted a paper 3 months ago

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published May 28 • 24

submitted a paper to Daily Papers 3 months ago

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published May 28 • 24

upvoted 2 papers 3 months ago

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

Paper • 2605.30219 • Published May 28 • 28

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published May 28 • 45

authored a paper 5 months ago

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published Apr 6 • 35

upvoted a paper 5 months ago

LightThinker++: From Reasoning Compression to Memory Management

Paper • 2604.03679 • Published Apr 4 • 38