Sheng Zhang

Researcher, Amazon

Joined

September 2020

Names

Sheng Zhang (Preferred)

Emails

****@ncsu.edu (Confirmed)

****@amazon.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2021 – Present

PhD student

North Carolina State University (ncsu.edu)

2016 – 2021

Undergrad student

Zhejiang University (zju.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Locally Aggregated Feature Attribution on Natural Language Model Understanding
Sheng Zhang, Jin Wang, Haitao Jiang, Rui Song
- NAACL
- 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
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
Rule mining over knowledge graphs via reinforcement learning
Lihan Chen, Sihang Jiang, Jingping Liu, Chao Wang, Sheng Zhang, Chenhao Xie, Jiaqing Liang, Yanghua Xiao, Rui Song
- 2022 (modified: 27 Dec 2022)
- Knowl. Based Syst. 2022
- Readers: Everyone
Crossword Puzzle Resolution via Monte Carlo Tree Search
Lihan Chen, Jingping Liu, Sihang Jiang, Chao Wang, Jiaqing Liang, Yanghua Xiao, Sheng Zhang, Rui Song
- 2022 (modified: 24 Apr 2023)
- ICAPS 2022
- Readers: Everyone
Rule Mining over Knowledge Graphs via Reinforcement Learning
Lihan Chen, Sihang Jiang, Jingping Liu, Chao Wang, Sheng Zhang, Chenhao Xie, Jiaqing Liang, Yanghua Xiao, Rui Song
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Pattern Transfer Learning for Reinforcement Learning in Order Dispatching
Runzhe Wan, Sheng Zhang, Chengchun Shi, Shikai Luo, Rui Song
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
GraphCGAN: Convolutional Graph Neural Network with Generative Adversarial Networks
Sheng Zhang, Rui Song, Wenbin Lu
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone

View all 12 publications

Co-Authors

View all 39 co-authors