Ningyu Zhang PRO

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authored a paper 6 days ago

InnoGym: Benchmarking the Innovation Potential of AI Agents

Paper • 2512.01822 • Published 9 days ago • 33

authored 2 papers about 2 months ago

Executable Knowledge Graphs for Replicating AI Research

Paper • 2510.17795 • Published Oct 20 • 14

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21 • 110

authored 4 papers 2 months ago

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30 • 34

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29 • 18

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29 • 18

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29 • 29

authored 3 papers 4 months ago

A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures

Paper • 2506.19676 • Published Jun 24

MemOS: A Memory OS for AI System

Paper • 2507.03724 • Published Jul 4 • 157

Memp: Exploring Agent Procedural Memory

Paper • 2508.06433 • Published Aug 8 • 35

authored a paper 5 months ago

ReCode: Updating Code API Knowledge with Reinforcement Learning

Paper • 2506.20495 • Published Jun 25 • 9

authored 7 papers 6 months ago

Can We Edit Multimodal Large Language Models?

Paper • 2310.08475 • Published Oct 12, 2023

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study

Paper • 2506.19794 • Published Jun 24 • 8

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

Paper • 2506.19807 • Published Jun 24 • 7

Spatial Knowledge Graph-Guided Multimodal Synthesis

Paper • 2505.22633 • Published May 28 • 4

AnyEdit: Edit Any Knowledge Encoded in Language Models

Paper • 2502.05628 • Published Feb 8

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

Paper • 2506.10974 • Published Jun 12 • 19

ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark

Paper • 2506.10960 • Published Jun 12 • 12

authored 2 papers 7 months ago

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

Paper • 2505.20322 • Published May 23 • 14

BiasEdit: Debiasing Stereotyped Language Models via Model Editing

Paper • 2503.08588 • Published Mar 11 • 7