Taolin Zhang

SparseEval: Efficient Evaluation of Large Language Models by Sparse Optimization

CompassJudger-2: A Holistic Approach Towards Generalist Judge Model

Coding Triangle: How Does Large Language Model Understand Code?

Reasoning as Meta-Learning: An Optimization Perspective to Decipher Long CoT Reasoning in LLMs

UnifiedVerifier: Unifying Paradigms in Automated LLM Evaluation

How Brittle is Agent Safety? Rethinking Agent Risk under Intent Concealment and Task Complexity

Rethinking Verification for LLM Code Generation: From Generation to Testing

Block-to-Scene Pre-training for Point Cloud Hybrid-Domain Masked Autoencoders

Towards Scalable Semantic Representation for Recommendation