Ningyu Zhang

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upvoted a paper about 23 hours ago

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published 3 days ago • 20

upvoted 2 papers 2 days ago

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published 6 days ago • 19

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

Paper • 2605.30434 • Published 6 days ago • 17

upvoted a collection 5 days ago

ContextualBeliefManagement

Collection

4 items • Updated 5 days ago • 2

upvoted 2 papers 5 days ago

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

Paper • 2605.30219 • Published 6 days ago • 22

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published 6 days ago • 37

upvoted 2 papers 6 days ago

Rethinking Memory as Continuously Evolving Connectivity

Paper • 2605.28773 • Published 7 days ago • 32

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

Paper • 2605.28732 • Published 7 days ago • 39

upvoted a paper 9 days ago

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

Paper • 2605.22878 • Published 14 days ago • 58

upvoted a collection 25 days ago

OceanGPT-X

Collection

4 items • Updated 24 days ago • 2

upvoted a paper 29 days ago

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

Paper • 2605.00877 • Published Apr 25 • 15

upvoted 2 papers about 1 month ago

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

Paper • 2604.24198 • Published Apr 27 • 22

Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language

Paper • 2604.19667 • Published Apr 21 • 22

upvoted a collection about 1 month ago

OceanPile

Collection

A Large-Scale Multimodal Ocean Corpus for Foundation Models • 8 items • Updated 15 days ago • 2

upvoted 2 papers about 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

upvoted 2 collections 3 months ago

C1

Collection

1 item • Updated Mar 6 • 1

Interesting Papers

Collection

3 items • Updated Mar 6 • 1

upvoted 2 papers 3 months ago

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published Feb 26 • 94

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

Paper • 2603.02578 • Published Mar 3 • 25