Jingsheng Zheng

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upvoted a paper 3 days ago

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published 7 days ago • 21

upvoted 2 papers 6 days ago

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

Paper • 2605.30219 • Published 7 days ago • 23

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published 7 days ago • 39

upvoted a paper 7 days ago

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

Paper • 2605.28732 • Published 8 days ago • 39

upvoted a paper 10 days ago

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

Paper • 2605.22878 • Published 15 days ago • 58

upvoted a paper 30 days ago

OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models

Paper • 2605.00877 • Published Apr 25 • 15

upvoted a paper about 2 months ago

LightThinker++: From Reasoning Compression to Memory Management

Paper • 2604.03679 • Published Apr 4 • 38

upvoted a collection 2 months ago

Qwen3.5

Collection

21 items • Updated Mar 9 • 1.67k

upvoted 2 papers 3 months ago

Interactive Benchmarks

Paper • 2603.04737 • Published Mar 5 • 19

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published Feb 26 • 94

upvoted a paper 4 months ago

Aligning Agentic World Models via Knowledgeable Experience Learning

Paper • 2601.13247 • Published Jan 19 • 15

upvoted 2 papers 5 months ago

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences

Paper • 2601.06789 • Published Jan 11 • 82

Can We Predict Before Executing Machine Learning Agents?

Paper • 2601.05930 • Published Jan 9 • 28

upvoted a paper 7 months ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 116

upvoted a paper 8 months ago

Executable Knowledge Graphs for Replicating AI Research

Paper • 2510.17795 • Published Oct 20, 2025 • 15

upvoted a collection 8 months ago

cwm

Collection

Collection for Code World Model, an agentic coding model from FAIR. • 3 items • Updated Sep 24, 2025 • 20

upvoted an article 8 months ago

view article

Article

🛠 ML-Agents Tips & Lessons Learned (AutoMind + MLE-Bench)

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JohnsonZheng03

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Oct 9, 2025

• 6

upvoted a paper 8 months ago

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30, 2025 • 36

upvoted a paper 12 months ago

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

Paper • 2506.10974 • Published Jun 12, 2025 • 19