Qing Sun

Researcher, Amazon

Joined

November 2019

Names

Qing Sun (Preferred)

Emails

****@vt.edu (Confirmed)

****@fb.com (Confirmed)

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2020 – Present

Researcher

Facebook (fb.com)

2018 – 2020

PhD student

Virginia Tech (vt.edu)

2012 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Dhruv Batra

2013 – 2017

Coworker

Stefan Lee

2016 – 2016

Coauthor

Michael Cogswell

2016 – 2016

Coauthor

Dhruv Batra

2015 – 2015

Expertise

natural language processing

2018 – Present

zero-shot/few-shot learning

2018 – Present

reinforcement learning

2018 – 2020

diverse inference

2015 – 2018

submodular optimization

2014 – 2015

probabilistic graphical models

2013 – 2014

Publications

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning
Yifeng Ding, Hantian Ding, Shiqi Wang, Qing Sun, Varun Kumar, Zijian Wang
- Submitted to ICLR 2025
- Readers: Everyone
Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning
Yifeng Ding, Hantian Ding, Shiqi Wang, Qing Sun, Varun Kumar, Zijian Wang
- Sys2-Reasoning Poster
- Readers: Everyone
Bifurcated Attention for Single-Context Large-Batch Sampling
Ben Athiwaratkun, Sujan Kumar Gonugondla, Sanjay Krishna Gouda, Haifeng Qian, Hantian Ding, Qing Sun, Jun Wang, Jiacheng Guo, Liangfu Chen, Parminder Bhatia, Ramesh Nallapati, Sudipta Sengupta, Bing Xiang
- ICML 2024 Poster
- Readers: Everyone
Exploring Continual Learning for Code Generation Models
Prateek Yadav, Qing Sun, Hantian Ding, Xiaopeng Li, Ming Tan, Xiaofei Ma, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Mohit Bansal, Bing Xiang
- 28 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
On IO-Efficient Attention Mechanisms: Context-Aware Bifurcated Attention and the Generalized Multi-Group Attention
Ben Athiwaratkun, Sujan Kumar Gonugondla, Sanjay Krishna Gouda, Haifeng Qian, Hantian Ding, Qing Sun, Jun Wang, Liangfu Chen, Jiacheng Guo, Parminder Bhatia, Ramesh Nallapati, Sudipta Sengupta, Bing Xiang
- ES-FoMO 2023 Oral
- Readers: Everyone
Multi-lingual Evaluation of Code Generation Models
Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati et al. (5 additional authors not shown)
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 25%
- Readers: Everyone
Learning to Revise References for Faithful Summarization
Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen R. McKeown, Noémie Elhadad
- CoRR 2022
- Readers: Everyone
Learning to Revise References for Faithful Summarization
Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen R. McKeown, Noémie Elhadad
- Published: 01 Jan 2022, Last Modified: 21 Feb 2024
- EMNLP (Findings) 2022
- Readers: Everyone
Amortized Posterior on Latent Variables in Gaussian Process
Qing Sun
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Learn to Talk via Proactive Knowledge Transfer
Qing Sun, James Cross
- CoRR 2020
- Readers: Everyone

View all 14 publications

Co-Authors

View all 44 co-authors