Huaqing Zhang

Undergrad student, Institute for Interdisciplinary Information Sciences, Tsinghua University, Tsinghua University

Joined

May 2024

Names

Huaqing Zhang (Preferred)

Emails

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

Personal Links

Homepage

Career & Education History

Undergrad student

Institute for Interdisciplinary Information Sciences, Tsinghua University, Tsinghua University (mails.tsinghua.edu.cn)

2022 – 2026

Advisors, Relations & Conflicts

Coauthor

Jingzhao Zhang

2024 – 2025

Expertise

optimization theory

2024 – 2025

machine learning

2024 – 2025

Publications

Towards Understanding the Benefits of Online Imitation Learning
Huaqing Zhang, Jingchu Gai, Juno Kim, Bingbin Liu, Andrej Risteski
- SPOT
- Readers: Everyone
Configuration-to-Performance Scaling Law with Neural Ansatz
Huaqing Zhang, Kaiyue Wen, Tengyu Ma
- Sci4DL 2026
- Readers: Everyone
Configuration-to-Performance Scaling Law with Neural Ansatz
Huaqing Zhang, Kaiyue Wen, Tengyu Ma
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Differential Smoothing Mitigates Sharpening and Improves LLM Reasoning
Jingchu Gai, Guanning Zeng, Huaqing Zhang, Aditi Raghunathan
- Submitted to ICLR 2026
- Readers: Everyone
Improving Pathfinding with Anchoring Tokens
Huaqing Zhang, Bingbin Liu, Juno Kim, Andrej Risteski
- MOSS@ICML2025
- Readers: Everyone
Task Generalization With AutoRegressive Compositional Structure: Can Learning FromTasks Generalize toTasks?
Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin
- CoRR 2025
- Readers: Everyone
Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks?
Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin
- ICML 2025 poster
- Readers: Everyone
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency
Kaiyue Wen, Huaqing Zhang, Hongzhou Lin, Jingzhao Zhang
- ICLR 2025
- Readers: Everyone
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency
Kaiyue Wen, Huaqing Zhang, Hongzhou Lin, Jingzhao Zhang
- M3L Poster
- Readers: Everyone
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency
Kaiyue Wen, Huaqing Zhang, Hongzhou Lin, Jingzhao Zhang
- ICLR 2025 Poster
- Readers: Everyone

View all 14 publications

Huaqing Zhang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors