Jintian Zhang

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upvoted 2 papers 2 days ago

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published 3 days ago • 24

LightThinker++: From Reasoning Compression to Memory Management

Paper • 2604.03679 • Published 5 days ago • 28

upvoted 2 papers 3 months ago

Can We Predict Before Executing Machine Learning Agents?

Paper • 2601.05930 • Published Jan 9 • 28

Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning

Paper • 2601.03872 • Published Jan 7 • 45

upvoted a paper 4 months ago

InnoGym: Benchmarking the Innovation Potential of AI Agents

Paper • 2512.01822 • Published Dec 1, 2025 • 36

upvoted 2 papers 6 months ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 115

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29, 2025 • 20

upvoted 2 papers 10 months ago

ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark

Paper • 2506.10960 • Published Jun 12, 2025 • 12

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

Paper • 2506.10974 • Published Jun 12, 2025 • 19

upvoted a collection 12 months ago

LightThinker

Collection

3 items • Updated Jul 21, 2025 • 5

upvoted a paper about 1 year ago

LightThinker: Thinking Step-by-Step Compression

Paper • 2502.15589 • Published Feb 21, 2025 • 31

upvoted a paper over 1 year ago

Benchmarking Agentic Workflow Generation

Paper • 2410.07869 • Published Oct 10, 2024 • 29

upvoted a collection over 1 year ago

OneGen

Collection

8 items • Updated Jul 21, 2025 • 3

upvoted 3 papers over 1 year ago

Benchmarking Chinese Knowledge Rectification in Large Language Models

Paper • 2409.05806 • Published Sep 9, 2024 • 15

OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs

Paper • 2409.05152 • Published Sep 8, 2024 • 32

Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Paper • 2407.15017 • Published Jul 22, 2024 • 34