Ningyu Zhang PRO

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authored 3 papers 4 days 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 4 days ago • 8

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

Paper • 2506.19807 • Published 4 days ago • 5

authored 4 papers 16 days ago

Spatial Knowledge Graph-Guided Multimodal Synthesis

Paper • 2505.22633 • Published May 28 • 3

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 16 days ago • 18

ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark

Paper • 2506.10960 • Published 16 days ago • 12

authored 8 papers about 1 month 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

LookAhead Tuning: Safer Language Models via Partial Answer Previews

Paper • 2503.19041 • Published Mar 24 • 5

ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging

Paper • 2503.21088 • Published Mar 27 • 8

Agentic Knowledgeable Self-awareness

Paper • 2504.03553 • Published Apr 4 • 28

SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement

Paper • 2504.03561 • Published Apr 4 • 18

Conceptualized Representation Learning for Chinese Biomedical Text Mining

Paper • 2008.10813 • Published Aug 25, 2020

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training

Paper • 2505.14681 • Published May 20 • 9

authored a paper about 2 months ago

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey

Paper • 2505.03418 • Published May 6 • 8

authored 2 papers 2 months ago

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Paper • 2504.15585 • Published Apr 22 • 13

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models

Paper • 2504.15133 • Published Apr 21 • 23

authored 2 papers 3 months ago

ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems

Paper • 2503.20756 • Published Mar 26 • 7

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners

Paper • 2503.16356 • Published Mar 20 • 15