Shuhai Zhang

Beyond Raw Detection Scores: Markov-Informed Calibration for Boosting Machine-Generated Text Detection

Next-Token Gradient Sensitivity Probing for LLM Hallucination Detection

One Stone Three Birds: Training-free Core-context-aware Attention for Efficient LLM Prefilling, Decoding, and KV Caching

Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection

Curse of High Dimensionality Issue in Transformer for Long Context Modeling

Deep Electromagnetic Structure Design Under Limited Evaluation Budgets

Core Context Aware Transformers for Long Context Language Modeling

Deep Kernel Relative Test for Machine-generated Text Detection

Core Context Aware Attention for Long Context Language Modeling

Deep Progressive Search for Electromagnetic Structure Design Under Limited Evaluation Budgets