Ningyu Zhang

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upvoted a paper 2 days ago

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

Paper • 2605.00877 • Published 13 days ago • 13

upvoted a paper 9 days ago

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

Paper • 2604.24198 • Published 11 days ago • 21

upvoted a paper 15 days ago

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

Paper • 2604.19667 • Published 17 days ago • 22

upvoted 2 papers about 1 month 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 • 33

upvoted 2 collections 2 months ago

C1

Collection

1 item • Updated Mar 6 • 1

Interesting Papers

Collection

3 items • Updated Mar 6 • 1

upvoted 2 papers 2 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

upvoted 4 articles 2 months ago

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Article

让大模型真正「记住你」｜LightMem：轻量高效的记忆增强生成框架

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Mar 1

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1

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Article

Making LLMs Truly Remember You | LightMem: Lightweight and Efficient Memory-Augmented Generation

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Feb 28

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4

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Article

构建、评估与连接 AI 技能 | SkillNet：大规模智能体“技能图谱”知识库

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Feb 28

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9

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Article

Create, Evaluate, and Connect AI Skills | SkillNet: A Large-Scale Agentic "Skill Graph" Knowledge Base

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Feb 28

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13

upvoted a paper 3 months ago

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

Paper • 2602.14367 • Published Feb 16 • 17

upvoted a collection 3 months ago

Chat2Workflow

Collection

1 item • Updated Feb 9 • 2

upvoted 2 papers 3 months ago

From Data to Behavior: Predicting Unintended Model Behaviors Before Training

Paper • 2602.04735 • Published Feb 4 • 15

Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics

Paper • 2602.02343 • Published Feb 2 • 13

upvoted 3 papers 4 months ago

Aligning Agentic World Models via Knowledgeable Experience Learning

Paper • 2601.13247 • Published Jan 19 • 15

Can We Predict Before Executing Machine Learning Agents?

Paper • 2601.05930 • Published Jan 9 • 28

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

Paper • 2601.05905 • Published Jan 9 • 20