Liangke Gui

Joined

July 2019

Names

Liangke Gui (Preferred)

Emails

****@cs.cmu.edu (Confirmed)

****@andrew.cmu.edu (Confirmed)

****@bytedance.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2023 – 2025

PhD student

SCS, School of Computer Science, Carnegie Mellon University (cs.cmu.edu)

2017 – 2023

Advisors, Relations & Conflicts

Coauthor

Yonatan Bisk

2020 – 2025

PhD Advisor

Alex Hauptmann

2017 – 2025

Expertise

video understanding

Present

video generation

2024 – Present

image generation

2024 – Present

Vision and language modeling

2017 – Present

multimedia analysis

2017 – Present

Vision and language

2017 – Present

Publications

Training Vision-Language Transformers from Captions
Liangke Gui, Yingshan Chang, Qiuyuan Huang, Subhojit Som, Alexander G Hauptmann, Jianfeng Gao, Yonatan Bisk
- Accepted by TMLR
- Readers: Everyone
Mega: Moving Average Equipped Gated Attention
Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Mega: Moving Average Equipped Gated Attention
Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Training Vision-Language Transformers from Captions Alone
Liangke Gui, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
KAT: A Knowledge Augmented Transformer for Vision-and-Language
Liangke Gui, Borui Wang, Qiuyuan Huang, Alexander Hauptmann, Yonatan Bisk, Jianfeng Gao
- 2022 (modified: 01 Nov 2022)
- NAACL-HLT 2022
- Readers: Everyone
Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision
Liangke Gui, Adrien Bardes, Ruslan Salakhutdinov, Alexander Hauptmann, Martial Hebert, Yu-Xiong Wang
- 2021 (modified: 01 Nov 2022)
- ICCV 2021
- Readers: Everyone
Argus: Efficient Activity Detection System for Extended Video Analysis
Wenhe Liu, Guoliang Kang, Po-Yao Huang, Xiaojun Chang, Lijun Yu, Yijun Qian, Junwei Liang, Liangke Gui, Jing Wen, Peng Chen, Alexander G. Hauptmann
- 2020 (modified: 01 Nov 2022)
- WACV Workshops 2020
- Readers: Everyone
MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video
Xiaojun Chang, Wenhe Liu, Po-Yao Huang, Changlin Li, Fengda Zhu, Mingfei Han, Mingjie Li, Mengyuan Ma, Siyi Hu, Guoliang Kang, Junwei Liang, Liangke Gui, Lijun Yu, Yijun Qian, Jing Wen, Alexander G. Hauptmann
- 2019 (modified: 01 Nov 2022)
- TRECVID 2019
- Readers: Everyone
Adaptive Context-aware Reinforced Agent for Handwritten Text Recognition
Liangke Gui, Xiaodan Liang, Xiaojun Chang, Alexander G. Hauptmann
- 2018 (modified: 01 Nov 2022)
- BMVC 2018
- Readers: Everyone
Factorized Convolutional Networks: Unsupervised Fine-Tuning for Image Clustering
Liang-Yan Gui, Liangke Gui, Yu-Xiong Wang, Louis-Philippe Morency, José M. F. Moura
- 2018 (modified: 01 Nov 2022)
- WACV 2018
- Readers: Everyone

View all 12 publications

Co-Authors

View all 47 co-authors