Mengmeng Xu

Researcher, AI, Meta

Joined

November 2019

Names

Mengmeng Xu (Preferred)

Emails

****@kaust.edu.sa (Confirmed)

****@meta.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

AI, Meta (meta.com)

2023 – Present

PhD student

ECE, KAUST (kaust.edu.sa)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Bernard Ghanem

Present

Expertise

Video Understnading and Localization

Present

Publications

Learning Flow Fields in Attention for Controllable Person Image Generation
Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Perez-Rua, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He
- OpenReview Archive Direct Upload
- Readers: Everyone
MarDini: Masked Auto-regressive Diffusion for Video Generation at Scale
Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Perez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Perez-Rua
- Accepted by TMLR
- Readers: Everyone
Faster Diffusion Through Temporal Attention Decomposition
Haozhe Liu, Wentian Zhang, Jinheng Xie, Francesco Faccio, Mengmeng Xu, Tao Xiang, Mike Zheng Shou, Juan-Manuel Perez-Rua, Jürgen Schmidhuber
- Accepted by TMLR
- Readers: Everyone
MarDini: Masked Autoregressive Diffusion for Video Generation at Scale
Haozhe Liu, Zijian Zhou, Shikun Liu, Mengmeng Xu, Yanping Xie, Xiao Han, Juan Camilo Perez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Perez-Rua
- Submitted to ICLR 2025
- Readers: Everyone
Mindstorms in Natural Language-Based Societies of Mind
Mingchen Zhuge, Haozhe Liu, Francesco Faccio, Dylan R. Ashley, Róbert Csordás, Anand Gopalakrishnan, Abdullah Hamdi, Hasan Abed Al Kader Hammoud, Vincent Herrmann, Kazuki Irie, Louis Kirsch, Bing Li, Guohao Li, Shuming Liu, Jinjie Mai, Piotr Piękos, Aditya Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanić et al. (6 additional authors not shown)
- R0-FoMo Oral
- Readers: Everyone
Boundary Denoising for Video Activity Localization
Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Perez-Rua, Bernard Ghanem
- ICLR 2024 poster
- Readers: Everyone
MoveAnything: Controllable Scene Generation with Text-to-Image Diffusion Models
Jiawei Ren, Mengmeng Xu, Jui-Chieh Wu, Ziwei Liu, Tao Xiang, Antoine Toisoul
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
Yuren Cong, Mengmeng Xu, christian simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Juan-Manuel Perez-Rua, Bodo Rosenhahn, Tao Xiang, Sen He
- ICLR 2024 poster
- Readers: Everyone
ETAD: A Sampling-Based Approach for Efficient Temporal Action Detection
Shuming Liu, Mengmeng Xu, Chen Zhao, Xu Zhao, Bernard Ghanem
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Multi-Modal Few-Shot Temporal Action Detection
Sauradip Nag, Mengmeng Xu, Xiao Han, Xiatian Zhu, Bernard Ghanem, Yi-Zhe Song, Tao Xiang
- 22 Sept 2022 (modified: 15 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

View all 30 publications

Co-Authors

View all 159 co-authors