Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Chunyuan Li

Partition-Guided GANs


Apr 02, 2021
Mohammadreza Armandpour, Ali Sadeghian, Chunyuan Li, Mingyuan Zhou


  Access Paper or Ask Questions

Leveraging User Behavior History for Personalized Email Search


Mar 17, 2021
Keping Bi, Pavel Metrikov, Chunyuan Li, Byungki Byun

* In proceedings of the Web Conference 2021 

  Access Paper or Ask Questions

Self-supervised Pre-training with Hard Examples Improves Visual Representations


Jan 04, 2021
Chunyuan Li, Xiujun Li, Lei Zhang, Baolin Peng, Mingyuan Zhou, Jianfeng Gao


  Access Paper or Ask Questions

SDA: Improving Text Generation with Self Data Augmentation


Jan 02, 2021
Ping Yu, Ruiyi Zhang, Yang Zhao, Yizhe Zhang, Chunyuan Li, Changyou Chen


  Access Paper or Ask Questions

Few-Shot Named Entity Recognition: A Comprehensive Study


Dec 29, 2020
Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han


  Access Paper or Ask Questions

RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems


Dec 29, 2020
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao

* 12 pages; Project website at aka.ms/raddle 

  Access Paper or Ask Questions

Hierarchical Graph Capsule Network


Dec 16, 2020
Jinyu Yang, Peilin Zhao, Yu Rong, Chaochao Yan, Chunyuan Li, Hehuan Ma, Junzhou Huang

* AAAI 2021 

  Access Paper or Ask Questions

ReMP: Rectified Metric Propagation for Few-Shot Learning


Dec 02, 2020
Yang Zhao, Chunyuan Li, Ping Yu, Changyou Chen

* Tech Report, 11 pages 

  Access Paper or Ask Questions

Improving Text Generation with Student-Forcing Optimal Transport


Oct 12, 2020
Guoyin Wang, Chunyuan Li, Jianqiao Li, Hao Fu, Yuh-Chen Lin, Liqun Chen, Yizhe Zhang, Chenyang Tao, Ruiyi Zhang, Wenlin Wang, Dinghan Shen, Qian Yang, Lawrence Carin

* To appear at EMNLP 2020 

  Access Paper or Ask Questions

Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference


Sep 20, 2020
Bang An, Jie Lyu, Zhenyi Wang, Chunyuan Li, Changwei Hu, Fei Tan, Ruiyi Zhang, Yifan Hu, Changyou Chen

* accepted by EMNLP2020 

  Access Paper or Ask Questions

Robust Conversational AI with Grounded Text Generation


Sep 07, 2020
Jianfeng Gao, Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Heung-Yeung Shum


  Access Paper or Ask Questions

Weakly supervised cross-domain alignment with optimal transport


Aug 14, 2020
Siyang Yuan, Ke Bai, Liqun Chen, Yizhe Zhang, Chenyang Tao, Chunyuan Li, Guoyin Wang, Ricardo Henao, Lawrence Carin

* Accepted to BMVC 2020 (Oral) 

  Access Paper or Ask Questions

Structure-Aware Human-Action Generation


Jul 16, 2020
Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen

* accepted by ECCV 2020 

  Access Paper or Ask Questions

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks


May 18, 2020
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao

* Code and pre-trained models are released: https://github.com/microsoft/Oscar 

  Access Paper or Ask Questions

SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model


May 14, 2020
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao

* 10 pages; Project Website: https://aka.ms/soloist 

  Access Paper or Ask Questions

POINTER: Constrained Text Generation via Insertion-based Generative Pre-training


May 01, 2020
Yizhe Zhang, Guoyin Wang, Chunyuan Li, Zhe Gan, Chris Brockett, Bill Dolan


  Access Paper or Ask Questions

Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space


Apr 05, 2020
Chunyuan Li, Xiang Gao, Yuan Li, Xiujun Li, Baolin Peng, Yizhe Zhang, Jianfeng Gao


  Access Paper or Ask Questions

Feature Quantization Improves GAN Training


Apr 05, 2020
Yang Zhao, Chunyuan Li, Ping Yu, Jianfeng Gao, Changyou Chen

* The first two authors contributed equally to this manuscript. Code: https://github.com/YangNaruto/FQ-GAN 

  Access Paper or Ask Questions

Multi-View Learning for Vision-and-Language Navigation


Mar 09, 2020
Qiaolin Xia, Xiujun Li, Chunyuan Li, Yonatan Bisk, Zhifang Sui, Jianfeng Gao, Yejin Choi, Noah A. Smith

* 16 pages, 8 figures 

  Access Paper or Ask Questions

Survival Cluster Analysis


Feb 29, 2020
Paidamoyo Chapfuwa, Chunyuan Li, Nikhil Mehta, Lawrence Carin, Ricardo Henao

* Accepted at ACM CHIL 2020. Code: this https URL, https://github.com/paidamoyo/survival_cluster_analysis 

  Access Paper or Ask Questions

Few-shot Natural Language Generation for Task-Oriented Dialog


Feb 27, 2020
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao

* Project website: https://aka.ms/scgpt ; Code and data: https://github.com/pengbaolin/SC-GPT 

  Access Paper or Ask Questions

Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training


Feb 25, 2020
Weituo Hao, Chunyuan Li, Xiujun Li, Lawrence Carin, Jianfeng Gao

* To appear at CVPR 2020. The first two authors contributed equally to this manuscript. Code: https://github.com/weituo12321/PREVALENT 

  Access Paper or Ask Questions

Straight-Through Estimator as Projected Wasserstein Gradient Flow


Oct 05, 2019
Pengyu Cheng, Chang Liu, Chunyuan Li, Dinghan Shen, Ricardo Henao, Lawrence Carin

* Accepted as NeurIPS 2018 Bayesian Deep Learning Workshop 

  Access Paper or Ask Questions