Henghui Zhu

Researcher, Figma

Joined

May 2020

Names

Henghui Zhu

Emails

****@bu.edu (Confirmed)

****@amazon.com (Confirmed)

****@gmail.com (Confirmed)

****@figma.com (Confirmed)

Personal Links

Google Scholar

DBLP

ACL Anthology

Career & Education History

Researcher

Figma (figma.com)

2025 – Present

Researcher

Amazon (amazon.com)

2020 – 2025

PhD student

Boston University (bu.edu)

2015 – 2020

MS student

Chinese Academy of Sciences (ucas.ac.cn)

2012 – 2015

Undergrad student

Wuhan University (whu.edu.cn)

2008 – 2012

Advisors, Relations & Conflicts

No relations added

Expertise

Deep learning

2015 – Present

Publications

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation
He Wang, Alexander Hanbo Li, Yiqun Hu, Sheng Zhang, Hideo Kobayashi, Jiani Zhang, Henghui Zhu, Chung-Wei Hang, Patrick Ng
- Submitted to ICLR 2025
- Readers: Everyone
An Ensemble Approach for Automatic Structuring of Radiology Reports
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris
- 05 Jul 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
Yiyun Zhao, Jiarong Jiang, Yiqun Hu, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
- 03 Oct 2022 (modified: 09 Nov 2025)
- Neurips 2022 SyntheticData4ML
- Readers: Everyone
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 5%
- Readers: Everyone
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henghui Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, zhiheng huang, William Yang Wang, George Karypis, Bing Xiang, Dan Roth
- Published: 01 Feb 2023, Last Modified: 01 Mar 2023
- ICLR 2023 notable top 25%
- Readers: Everyone
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
- 08 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning contextual representations for semantic parsing with generation-augmented pre-training
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang
- 08 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Generation-focused Table-based Intermediate Pre-training for Free-form Question Answering
Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang
- 08 Apr 2022 (modified: 08 Apr 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew Arnold, Xiang Ren
- Published: 09 Apr 2022, Last Modified: 08 Feb 2026
- BigScience#5
- Readers: Everyone

View all 29 publications

Co-Authors

View all 78 co-authors