Liqun Chen

Joined

August 2018

Names

Liqun Chen (Preferred)

Emails

****@duke.edu (Confirmed)

,

****@duke.edu (Confirmed)

,

****@hotmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2020 – 2022

PhD student

Duke University (duke.edu)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

2016 – 2020

Expertise

Multimodal

2019 – 2022

generative models

2016 – 2022

Publications

Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective
Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Dinh Tran, Belinda Zeng, Trishul Chilimbi
- Published: 31 Oct 2022, Last Modified: 15 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Multi-modal Alignment using Representation Codebook
Jiali Duan, Liqun Chen, Son Dinh Tran, Jinyu Yang, Yi Xu, Belinda Zeng
- 31 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Vision-Language Pre-Training with Triple Contrastive Learning
Jinyu Yang, Jiali Duan, Son Dinh Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang
- 31 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Towards Robust and Efficient Contrastive Textual Representation Learning
Liqun Chen, Yizhe Zhang, Dianqi Li, Chenyang Tao, Dong Wang, Lawrence Carin
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Variational Annealing of GANs: A Langevin Perspective
Chenyang Tao, Shuyang Dai, Liqun Chen, Ke Bai, Junya Chen, Chang Liu, Ruiyi Zhang, Georgiy V. Bobashev, Lawrence Carin
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Adversarial Text Generation via Feature-Mover's Distance
Liqun Chen, Shuyang Dai, Chenyang Tao, Haichao Zhang, Zhe Gan, Dinghan Shen, Yizhe Zhang, Guoyin Wang, Ruiyi Zhang, Lawrence Carin
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Chi-square Generative Adversarial Network
Chenyang Tao, Liqun Chen, Ricardo Henao, Jianfeng Feng, Lawrence Carin
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
Variational Inference and Model Selection with Generalized Evidence Bounds
Liqun Chen, Chenyang Tao, Ruiyi Zhang, Ricardo Henao, Lawrence Carin
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
Adversarial Symmetric Variational Autoencoder
Yunchen Pu, Weiyao Wang, Ricardo Henao, Liqun Chen, Zhe Gan, Chunyuan Li, Lawrence Carin
- 2017 (modified: 04 Oct 2024)
- NIPS 2017
- Readers: Everyone
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
Chunyuan Li, Hao Liu, Changyou Chen, Yunchen Pu, Liqun Chen, Ricardo Henao, Lawrence Carin
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone

View all 11 publications

Co-Authors

View all 32 co-authors