Ming Li

On the Predictive Power of Representation Dispersion in Language Models

Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry

MusiXQA: Advancing Visual Music Understanding in Multimodal LLMs

Towards Visual Text Grounding of Multimodal Large Language Model

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding

CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning

KV-CoRE: Benchmarking Data-Dependent Low-Rank Compressibility of KV-Caches in LLMs

Where do Reasoning Models Make a Difference? Follow the Reasoning Leader for Efficient Decoding

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

BenTo: Benchmark Reduction with In-Context Transferability

Mosaic-IT: Free Compositional Data Augmentation Improves Instruction Tuning