Xiangchi Yuan

SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs

Mitigating Forgetting Between Supervised and Reinforcement Learning Yields Stronger Reasoners

Bridging Unsupervised and Semi-Supervised Anomaly Detection: A Provable and Practical Framework with Synthetic Anomalies

Steering Multimodal Large Language Models Decoding for Context-Aware Safety

LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement

LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models