Man Luo

Is Your Paper Being Reviewed by an LLM? Benchmarking AI Text Detection in Peer Review

Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation

Controlling Output Rankings in Generative Engines for LLM-based Search

From Hallucinations to Jailbreaks: Rethinking the Vulnerability of Large Foundation Models

Investigating VLM Hallucination from a Cognitive Psychology Perspective: A First Step Toward Interpretation with Intriguing Observations

SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs

Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization

Evaluating the Inductive Abilities of Large Language Models: Why Chain-of-Thought Reasoning Sometimes Hurts More Than Helps

HessianGrad: Optimizing AI Systems with Hessian-Aware Textual Gradients