Ningyu Zhang PRO

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authored 2 papers 2 days ago

Can We Predict Before Executing Machine Learning Agents?

Paper • 2601.05930 • Published 5 days ago • 23

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

Paper • 2601.05905 • Published 5 days ago • 16

submitted 2 papers to Daily Papers 2 days ago

Can We Predict Before Executing Machine Learning Agents?

Paper • 2601.05930 • Published 5 days ago • 23

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

Paper • 2601.05905 • Published 5 days ago • 16

authored a paper about 1 month ago

InnoGym: Benchmarking the Innovation Potential of AI Agents

Paper • 2512.01822 • Published Dec 1, 2025 • 35

authored 2 papers 3 months ago

Executable Knowledge Graphs for Replicating AI Research

Paper • 2510.17795 • Published Oct 20, 2025 • 14

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 111

authored 4 papers 4 months ago

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30, 2025 • 35

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29, 2025 • 18

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29, 2025 • 18

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29, 2025 • 29

authored 3 papers 5 months ago

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

Paper • 2506.19676 • Published Jun 24, 2025

MemOS: A Memory OS for AI System

Paper • 2507.03724 • Published Jul 4, 2025 • 157

Memp: Exploring Agent Procedural Memory

Paper • 2508.06433 • Published Aug 8, 2025 • 35

authored 6 papers 7 months ago

ReCode: Updating Code API Knowledge with Reinforcement Learning

Paper • 2506.20495 • Published Jun 25, 2025 • 9

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, 2025 • 8

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

Paper • 2506.19807 • Published Jun 24, 2025 • 7

Spatial Knowledge Graph-Guided Multimodal Synthesis

Paper • 2505.22633 • Published May 28, 2025 • 4

AnyEdit: Edit Any Knowledge Encoded in Language Models

Paper • 2502.05628 • Published Feb 8, 2025