Lingrui Mei

YuE: Scaling Open Foundation Models for Long-Form Music Generation

Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models

RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs

Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning

a1: Steep Test-time Scaling Law via Environment Augmented Generation

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking

Lost in Time: Systematic Temporal Bias in Large Audio Language Models

Large Language Models as a Computable Surrogate to Solomonoff Induction

Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness

You Know What I'm Saying: Jailbreak Attack via Implicit Reference

HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router

Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts