Uncertainty Sentence Sampling by Virtual Adversarial Perturbation. - Hanshan Zhang; Zhen Zhang; Hongfei Jiang; Yang Song (CoRR, 2022)

Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model. - Yuzhong Hong; Hanshan Zhang; Junwei Bao 001; Hongfei Jiang; Yang Song 021 (CoRR, 2024)

Predictable Scale: Part I - Optimal Hyperparameter Scaling Law in Large Language Model Pretraining. - Houyi Li; Wenzhen Zheng; Jingcheng Hu; Qiufeng Wang; Hanshan Zhang; Zili Wang; Shijie Xuyang; Yuantao Fan; Shuigeng Zhou; Xiangyu Zhang 005; Daxin Jiang (CoRR, 2025)

Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding. - Bin Wang; Bojun Wang; Changyi Wan; Guanzhe Huang; Hanpeng Hu; Haonan Jia; Nie Hao; Mingliang Li; Nuo Chen; Siyu Chen; Song Yuan; Wuxun Xie; et al. (CoRR, 2025)