Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. - Zhihan Zhang 001; Tao Ge 005; Zhenwen Liang; Wenhao Yu 002; Dian Yu 001; Mengzhao Jia; Dong Yu 001; Meng Jiang 001 (EMNLP, 2024)

ParallelSpec: Parallel Drafter for Efficient Speculative Decoding. - Zilin Xiao; Hongming Zhang 009; Tao Ge 005; Siru Ouyang; Vicente Ordonez; Dong Yu 001 (CoRR, 2024)

Router-Tuning: A Simple and Effective Approach for Enabling Dynamic-Depth in Transformers. - Shwai He; Tao Ge 005; Guoheng Sun; Bowei Tian; Xiaoyang Wang; Ang Li; Dong Yu 001 (CoRR, 2024)

Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens. - Xu Ouyang; Tao Ge 005; Thomas Hartvigsen; Zhisong Zhang; Haitao Mi; Dong Yu 001 (CoRR, 2024)

Low-Bit Quantization Favors Undertrained LLMs. - Xu Ouyang; Tao Ge 005; Thomas Hartvigsen; Zhisong Zhang; Haitao Mi; Dong Yu 001 (ACL (1), 2025)

OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas. - Xiaoyang Wang; Hongming Zhang 009; Tao Ge 005; Wenhao Yu 002; Dian Yu 001; Dong Yu 001 (CoRR, 2025)

Improving LLM General Preference Alignment via Optimistic Online Mirror Descent. - Yuheng Zhang; Dian Yu 001; Tao Ge 005; Linfeng Song; Zhichen Zeng 001; Haitao Mi; Nan Jiang 008; Dong Yu 001 (CoRR, 2025)