Cheng, Nan

4 publications

NeurIPS 2025 LLM at Network Edge: A Layer-Wise Efficient Federated Fine-Tuning Approach Jinglong Shen, Nan Cheng, Wenchao Xu, Haozhao Wang, Yifan Guo, Jiajie Xu

ICLR 2025 Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao, Jinjin Gu, Yulun Zhang, Xiucheng Wang, Nan Cheng

NeurIPS 2025 Rethinking Fine-Tuning When Scaling Test-Time Compute: Limiting Confidence Improves Mathematical Reasoning Feng Chen, Allan Raventos, Nan Cheng, Surya Ganguli, Shaul Druckmann

ICLRW 2025 Rethinking Fine-Tuning When Scaling Test-Time Compute: Limiting Confidence Improves Mathematical Reasoning Feng Chen, Allan Raventos, Nan Cheng, Surya Ganguli, Shaul Druckmann