Qiang Fu

Researcher, Microsoft

Joined

May 2021

Names

Qiang Fu (Preferred)

Emails

****@hotmail.com (Confirmed)

,

****@microsoft.com (Confirmed)

Personal Links

Career & Education History

Researcher

Microsoft (microsoft.com)

2008 – Present

Advisors, Relations & Conflicts

Coauthor

David G. Andersen

2017 – 2018

Coauthor

2012 – 2014

PhD Advisor

Xiaoqing Ding

2002 – 2008

Expertise

Deep Learning

,

Deep Neural Network

2014 – Present

Computational Advertisement

,

Recommendation

2014 – Present

Software Engineering

,

Software Analytics

2008 – Present

Image Processing

,

Image Recognition

2002 – Present

Publications

Test Time Training for Supervised Causal Learning
Zizhen Deng, Jiaru Zhang, Rui Ding, Huang Bojun, Jinzhuo Wang, Qiang Fu, Shi Han, Dongmei Zhang
- Submitted to ICLR 2026
- Readers: Everyone
When Splitting Makes Stronger: A Theoretical and Empirical Analysis of Divide-and-Conquer Prompting in LLMs
Yizhou Zhang, Defu Cao, Lun Du, Qiang Fu, Yan Liu
- COLM 2025
- Readers: Everyone
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
Jiaru Zhang, Rui Ding, Qiang Fu, Huang Bojun, zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang
- AISTATS 2025 Poster
- Readers: Everyone
An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models
Yizhou Zhang, Lun Du, Defu Cao, Qiang Fu, Yan Liu
- Submitted to ICLR 2025
- Readers: Everyone
Test-Time Learning of Causal Structure from Interventional Data
Wei Chen, Rui Ding, Huang Bojun, Yuxuan Liang, Yang Zhang, Qiang Fu, Shi Han, Dongmei Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Learning Identifiable Causal Structures with Pairwise Representation
Jiaru Zhang, Rui Ding, Qiang Fu, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang
- Submitted to ICLR 2024
- Readers: Everyone
Skill-Based Few-Shot Selection for In-Context Learning
Shengnan An, Bo Zhou, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Weizhu Chen, Jian-Guang Lou
- 07 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
How Do In-Context Examples Affect Compositional Generalization?
Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
- 07 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Skill-Based Few-Shot Selection for In-Context Learning
Shengnan An, Bo Zhou, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Weizhu Chen, Jian-Guang Lou
- EMNLP 2023 Main
- Readers: Everyone
Making Language Models Better Reasoners with Step-Aware Verifier
Yifei Li, Zeqi Lin, Dylan Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
- 13 May 2023 (modified: 13 May 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 14 publications

Co-Authors

View all 33 co-authors