Sunzhu Li

Researcher, -, Li Auto Inc.

Joined

November 2021

Names

Sunzhu Li (Preferred)

Emails

****@tju.edu.cn (Confirmed)

****@lixiang.com (Confirmed)

Personal Links

Career & Education History

Researcher

-, Li Auto Inc. (lixiang.com)

2022 – Present

MS student

-, Tianjin University (tju.edu.cn)

2019 – 2022

Advisors, Relations & Conflicts

Coworker

Chen Wei

2023 – Present

Expertise

No areas of expertise listed

Publications

RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation
Sunzhu Li, Jiale Zhao, Miteto Wei, Huimin Ren, Yang Zhou, Jingwen Yang, Shunyu Liu, Kaike Zhang, Wei Chen
- CoRR 2026
- Readers: Everyone
Decoding the Ear: A Framework for Objectifying Expressiveness from Human Preference Through Efficient Alignment
Zhiyu Lin, Jingwen Yang, Jiale Zhao, Meng Liu, Sunzhu Li, Benyou Wang
- CoRR 2025
- Readers: Everyone
ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization
Sunzhu Li, Zhiyu Lin, Shuling Yang, Jiale Zhao, Wei Chen
- CoRR 2025
- Readers: Everyone
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
Yang Zhou, Sunzhu Li, Shunyu Liu, Wenkai Fang, Kongcheng Zhang, Jiale Zhao, Jingwen Yang, Yihe Zhou, Jianwei Lv, Tongya Zheng, Hengtong Lu, Chen Wei, Xie Yan, Mingli Song
- Submitted to ICLR 2026
- Readers: Everyone
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
Yang Zhou, Sunzhu Li, Shunyu Liu, Wenkai Fang, Jiale Zhao, Jingwen Yang, Jianwei Lv, Kongcheng Zhang, Yihe Zhou, Hengtong Lu, Wei Chen, Yan Xie, Mingli Song
- CoRR 2025
- Readers: Everyone
LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing
Xiuqing Lv, Peng Zhang, Sunzhu Li, Guobing Gan, Yueheng Sun
- ACL (Findings) 2023
- Readers: Everyone
MorphTE: Injecting Morphology in Tensorized Embeddings
Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
MorphTE: Injecting Morphology in Tensorized Embeddings
Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang
- NeurIPS 2022
- Readers: Everyone
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation
Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang, Victor Junqiu Wei, Xin Jiang
- 2022 (modified: 28 Mar 2023)
- EMNLP 2022
- Readers: Everyone

Co-Authors

View all 29 co-authors