Alexander Hanbo Li

Applied Scientist, Amazon

Joined

September 2018

Names

Alexander Hanbo Li (Preferred)

Hanbo Li

Emails

****@gmail.com (Confirmed)

****@ucsd.edu (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Applied Scientist

Amazon (amazon.com)

2018 – Present

PhD student

University of California, San Diego (ucsd.edu)

2013 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Jelena Bradic

2013 – 2018

Expertise

LLM Agents

2023 – Present

Reinforcement Learning

2021 – Present

Large Language Modes

2021 – Present

Semantic Parsing

2018 – Present

Natural Language Processing

2015 – Present

Deep Learning

2015 – Present

Publications

Censored Quantile Regression Forests
Alexander Hanbo Li, Jelena Bradic
- AISTATS
- Readers: Everyone
Boosting in the presence of outliers: adaptive classification with non-convex loss functions
Alexander Hanbo Li, Jelena Bradic
- The Journal of the American Statistical Association
- Readers: Everyone
ATTS: Asynchronous Test-Time Scaling via Conformal Prediction
Jing Xiong, Qiujiang Chen, Fanghua Ye, Zhongwei Wan, Chuanyang Zheng, Chenyang Zhao, Hui Shen, Alexander Hanbo Li, Chaofan Tao, Haochen Tan, Haoli Bai, Lifeng Shang, Lingpeng Kong, Ngai Wong
- ICLR 2026 Poster
- Readers: Everyone
Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models
Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
- CoRR 2025
- Readers: Everyone
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
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Jiang Guo, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
- ACL (Findings) 2023
- Readers: Everyone
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning
Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou, Jie Ma, Patrick Ng, Zhiguo Wang, Bonan Min, William Wang, Kathleen R. McKeown, Vittorio Castelli, Dan Roth, Bing Xiang
- CoRR 2023
- 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
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
UNITE: A Unified Benchmark for Text-to-SQL Evaluation
Wuwei Lan, Zhiguo Wang, Anuj Chauhan, Henghui Zhu, Alexander Hanbo Li, Jiang Guo, Sheng Zhang, Chung-Wei Hang, Joseph Lilien, Yiqun Hu, Lin Pan, Mingwen Dong, Jun Wang, Jiarong Jiang, Stephen Ash, Vittorio Castelli, Patrick Ng, Bing Xiang
- Published: 01 Jan 2023, Last Modified: 08 Jun 2023
- CoRR 2023
- Readers: Everyone
Benchmarking Diverse-Modal Entity Linking with Generative Models
Sijia Wang, Alexander Hanbo Li, Henry Zhu, Sheng Zhang, Chung-Wei Hang, Pramuditha Perera, Jie Ma, William Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick Ng
- Published: 01 Jan 2023, Last Modified: 08 Jun 2023
- CoRR 2023
- Readers: Everyone

View all 44 publications

Co-Authors

View all 78 co-authors