Shuzheng Si

PhD student, Tsinghua University

Joined

November 2021

Names

Shuzheng Si (Preferred)

Emails

****@stu.pku.edu.cn (Confirmed)

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Tsinghua University (tsinghua.edu.cn)

2024 – Present

MS student

Peking University (pku.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Maosong Sun

2024 – Present

Master Advisor

Baobao Chang

2021 – 2024

Expertise

Large Language Models

2024 – Present

Natural Language Processing

2021 – Present

Publications

MENTOR: Efficient Multimodal-Conditioned Tuning for Language-Guided Visual Generation Agents
Haozhe Zhao, Zefan Cai, Shuzheng Si, Liang Chen, Jiuxiang Gu, Wen Xiao, Minjia Zhang, Junjie Hu
- MSLD 2026 Poster
- Readers: Everyone
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
Nan Huo, Xiaohan Xu, Jinyang Li, Per Jacobsson, Shipei Lin, Bowen Qin, Binyuan Hui, Xiaolong Li, Ge Qu, Shuzheng Si, Linheng Han, Edward Alexander, Xintong Zhu, Rui Qin, Ruihan Yu, Yiyao Jin, Feige Zhou, Weihao Zhong, Yun Chen, Hongyu Liu et al. (4 additional authors not shown)
- ICLR 2026 Oral
- Readers: Everyone
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
Shuzheng Si, Haozhe Zhao, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Bofei Gao, Kangyang Luo, Wenhao Li, Yufei Huang, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun
- KnowFM @ ACL 2025
- Readers: Everyone
SIS-Fact: Towards Systematic, Interpretable and Scalable Factuality Evaluation for LLM
Yuzhuo Bai, Kangyang Luo, Wenhao Li, Shuzheng Si, Gang Chen, Fanchao Qi, Maosong Sun
- KnowFM @ ACL 2025
- Readers: Everyone
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
Jinyang Li, Xiaolong Li, Ge Qu, Per Jacobsson, Bowen Qin, Binyuan Hui, Shuzheng Si, Nan Huo, Xiaohan Xu, Yue Zhang, Ziwei Tang, Yuanshuai Li, Florensia Widjaja, Xintong Zhu, Feige Zhou, Yongfeng Huang, Yannis Papakonstantinou, Fatma Ozcan, Chenhao Ma, Reynold Cheng
- NeurIPS 2025 poster
- Readers: Everyone
GATEAU: Selecting Influential Samples for Long Context Alignment
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun
- OpenReview Archive Direct Upload
- Readers: Everyone
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
Xiangru Tang, Yuliang Liu, Zefan Cai, Yanjun Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Chen Sheng, Haozhe Zhao, Liang Chen, Tianyu Liu, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Zhiwei Jiang, Baobao Chang et al. (2 additional authors not shown)
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
ML-BENCH: EVALUATING LARGE LANGUAGE MODELS AND AGENTS FOR MACHINE LEARNING TASKS ON REPOSITORY-LEVEL CODE
Xiangru Tang, Yuliang Liu, Zefan Cai, Yanjun Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Chen Sheng, Haozhe Zhao, Liang Chen, Tianyu Liu, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Zhiwei Jiang, Baobao Chang et al. (2 additional authors not shown)
- DL4C @ ICLR 2025
- Readers: Everyone
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
Shuzheng Si, Haozhe Zhao, Gang Chen, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Kaikai An, Kangyang Luo, Chen Qian, Fanchao Qi, Baobao Chang, Maosong Sun
- CoRR 2025
- Readers: Everyone
UltraIF: Advancing Instruction Following from the Wild
Kaikai An, Li Sheng, Ganqu Cui, Shuzheng Si, Ning Ding, Yu Cheng, Baobao Chang
- CoRR 2025
- Readers: Everyone

View all 44 publications

Co-Authors

View all 127 co-authors