Dinghan Shen

Researcher, Microsoft

Joined

September 2017

Names

Dinghan Shen

Emails

****@duke.edu (Confirmed)

****@gmail.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

Microsoft (microsoft.com)

2020 – Present

PhD student

Duke University (duke.edu)

2015 – 2020

Undergrad student

Peking University (pku.edu.cn)

2011 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Lawrence Carin

2015 – 2020

Expertise

natural language processing

deep learning

2015 – Present

Publications

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
Ming Yin, Dinghan Shen, Silei Xu, Jianbing Han, Sixun Dong, Mian Zhang, Yebowen Hu, Shujian Liu, Simin Ma, Song Wang, Sathish Reddy Indurthi, Xun Wang, Yiran Chen, Kaiqiang Song
- Submitted to ICLR 2026
- Readers: Everyone
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model
Mingzhi Zheng, Dinghan Shen, yelong shen, Weizhu Chen, Lin Xiao
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
MixKD: Towards Efficient Distillation of Large-scale Language Models
Kevin J Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
Yanru Qu, Dinghan Shen, Yelong Shen, Sandra Sajeev, Weizhu Chen, Jiawei Han
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone
Topic-Guided Variational Auto-Encoder for Text Generation
Wenlin Wang, Zhe Gan, Hongteng Xu, Ruiyi Zhang, Guoyin Wang, Dinghan Shen, Changyou Chen, Lawrence Carin
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (1) 2019
- Readers: Everyone
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation.
Xin Wang, Qiuyuan Huang, Asli Çelikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang
- 2019 (modified: 12 May 2023)
- CVPR2019
- Readers: Everyone
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
Dinghan Shen, Guoyin Wang, Wenlin Wang, Martin Renqiang Min, Qinliang Su, Yizhe Zhang, Chunyuan Li, Ricardo Henao, Lawrence Carin
- 2018 (modified: 16 Jul 2019)
- ACL (1) 2018
- Readers: Everyone
Joint Embedding of Words and Labels for Text Classification
Guoyin Wang, Chunyuan Li, Wenlin Wang, Yizhe Zhang, Dinghan Shen, Xinyuan Zhang, Ricardo Henao, Lawrence Carin
- 2018 (modified: 16 Jul 2019)
- ACL (1) 2018
- Readers: Everyone
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing
Dinghan Shen, Qinliang Su, Paidamoyo Chapfuwa, Wenlin Wang, Guoyin Wang, Ricardo Henao, Lawrence Carin
- 2018 (modified: 16 Jul 2019)
- ACL (1) 2018
- Readers: Everyone
Video Generation From Text
Yitong Li, Martin Renqiang Min, Dinghan Shen, David E. Carlson, Lawrence Carin
- 2018 (modified: 16 Jul 2019)
- AAAI 2018
- Readers: Everyone

View all 17 publications

Co-Authors

View all 53 co-authors