I am currently a 4th year Ph.D. student at Gaoling School of Artificial Intelligence (GSAI) in Renmin University of China. I am dedicated to creating more powerful foundation language models.

News within a Year

• Oct 2025: Awarded National Scholarship for Doctoral Students (Ranked 1st).

• Sept 2025: Paper “PolarQuant” accepted to NeurIPS 2025.

• July 2025: Joined ByteDance Seed (Top Seed Intern).

• July 2025: Paper “HoPE” received the ACL 2025 SAC Highlights Award (Top 1.5%).

• May 2025: Paper “Autonomy-of-Experts Models” accepted to ICML 2025.

Honors and Awards

• National Scholarship for Doctoral Students (1st-Ranked in GSAI, 2025)
• ACL 2025, SAC Highlights Paper Award (Top 1.5%)
• CIE-Tencent Doctoral Student Research Incentive Program, HunYuan Large Language Model Special Project, 2025 (1 of 17 selected individuals nationwide)
• CCF-Tencent Rhino-Bird Elite Talent Program, 2024 (1 of 50 selected individuals nationwide)
• Outstanding Innovative Talents Cultivation Funded Programs of Renmin University of China, 2023 & 2024.

Academic Services

• Conference Reviewer: EMNLP & ACL (ARR Area Chair), ICML, ICLR, NeurIPS
• Journal Reviewer: ACM TIST

Internships

• 2025.07 - Now, ByteDance Seed LLM.
• 2024.05 - 2025.07, Tencent Hunyuan, mentored by Ruobing Xie.
• 2023.09 - 2024.05, Alibaba, Tongyi Lab.
• 2023.03 - 2023.09, Microsoft Research, Machine Learning Area, mentored by Xu Tan. Our collaborative efforts are dedicated to the Muzic project, which boasts 4k stars on GitHub.

Recent Publications

• PolarQuant: Leveraging Polar Transformation for Efficient Key Cache Quantization and Decoding Acceleration. Songhao Wu* and Ang Lv* et al. Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS’25).

• Autonomy-of-Experts Models. Ang Lv et al. Proceedings of the 42nd International Conference on Machine Learning (ICML’25).