Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs. - Shang Zhou; Feng Yao; Chengyu Dong; Zihan Wang 001; Jingbo Shang (ACL (Findings), 2024)

Scaling LLM Inference with Optimized Sample Compute Allocation. - Kexun Zhang; Shang Zhou; Danqing Wang; William Yang Wang; Lei Li 005 (CoRR, 2024)

Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation. - Kexun Zhang; Shang Zhou; Danqing Wang; William Yang Wang; Lei Li 005 (NAACL (Long Papers), 2025)

LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? - Zihan Zheng; Zerui Cheng; Zeyu Shen; Shang Zhou; Kaiyuan Liu; Hansen He; Dongruixuan Li; Stanley Wei; Hangyi Hao; Jianzhu Yao; Peiyao Sheng; Zixuan Wang; et al. (CoRR, 2025)