Mengmeng Xu (Frost)

About Mengmeng Xu (Frost)

Mengmeng Xu (Frost), With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at King Abdullah University of Science and Technology, specializes in the field of computer vision, video understanding and generation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Move Anything with Layered Scene Diffusion

Mindstorms in natural language-based societies of mind

Boundary-denoising for video activity localization

Query Localization in Long-form Videos

Etad: Training action detection end to end on a laptop

GenTron: Delving Deep into Diffusion Transformers for Image and Video Generation

Where is my wallet? modeling object proposal sets for egocentric visual query localization

FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing

Mengmeng Xu (Frost) Information

University

Position

Ms-PhD student

Citations(all)

1212

Citations(since 2020)

1211

Cited By

70

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

King Abdullah University of Science and Technology

Google Scholar

View Google Scholar Profile

Mengmeng Xu (Frost) Skills & Research Interests

computer vision

video understanding and generation

Top articles of Mengmeng Xu (Frost)

Title

Journal

Author(s)

Publication Date

Move Anything with Layered Scene Diffusion

Jiawei Ren

Mengmeng Xu

Jui-Chieh Wu

Ziwei Liu

Tao Xiang

...

2024

Mindstorms in natural language-based societies of mind

arXiv preprint arXiv:2305.17066

Mingchen Zhuge

Haozhe Liu

Francesco Faccio

Dylan R Ashley

Róbert Csordás

...

2023/5/26

Boundary-denoising for video activity localization

arXiv preprint arXiv:2304.02934

Mengmeng Xu

Mattia Soldan

Jialin Gao

Shuming Liu

Juan-Manuel Pérez-Rúa

...

2023/4/6

Query Localization in Long-form Videos

Mengmeng Xu

2023

Etad: Training action detection end to end on a laptop

Shuming Liu

Mengmeng Xu

Chen Zhao

Xu Zhao

Bernard Ghanem

2023

GenTron: Delving Deep into Diffusion Transformers for Image and Video Generation

arXiv preprint arXiv:2312.04557

Shoufa Chen

Mengmeng Xu

Jiawei Ren

Yuren Cong

Sen He

...

2023/12/7

Where is my wallet? modeling object proposal sets for egocentric visual query localization

Mengmeng Xu

Yanghao Li

Cheng-Yang Fu

Bernard Ghanem

Tao Xiang

...

2023

FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing

arXiv preprint arXiv:2310.05922

Yuren Cong

Mengmeng Xu

Christian Simon

Shoufa Chen

Jiawei Ren

...

2023/10/9

Ego4d: Around the world in 3,000 hours of egocentric video

Kristen Grauman

Andrew Westbury

Eugene Byrne

Zachary Chavis

Antonino Furnari

...

2022

Multi-modal few-shot temporal action detection via vision-language meta-adaptation

Sauradip Nag

Mengmeng Xu

Xiatian Zhu

Juan-Manuel Pérez-Rúa

Bernard Ghanem

...

2022/11/27

Segtad: Precise temporal action detection via semantic segmentation

Chen Zhao

Merey Ramazanova

Mengmeng Xu

Bernard Ghanem

2022/10/23

LC-NAS: Latency constrained neural architecture search for point cloud networks

Guohao Li

Mengmeng Xu

Silvio Giancola

Ali Thabet

Bernard Ghanem

2022/9/12

Negative frames matter in egocentric visual query 2d localization

arXiv preprint arXiv:2208.01949

Mengmeng Xu

Cheng-Yang Fu

Yanghao Li

Bernard Ghanem

Juan-Manuel Perez-Rua

...

2022/8/3

Contrastive language-action pre-training for temporal localization

arXiv preprint arXiv:2204.12293

Mengmeng Xu

Erhan Gundogdu

Maksim Lapin

Bernard Ghanem

Michael Donoser

...

2022/4/26

BAOD: Budget-Aware Object Detection

Alejandro Pardo

Mengmeng Xu

Ali Thabet

Pablo Arbelaez

Bernard Ghanem

2021

Low-fidelity video encoder optimization for temporal action localization

Advances in Neural Information Processing Systems

Mengmeng Xu

Juan Manuel Perez Rua

Xiatian Zhu

Bernard Ghanem

Brais Martinez

2021/12/6

Relation-aware video reading comprehension for temporal language grounding

Jialin Gao

Xin Sun

Mengmeng Xu

Xi Zhou

Bernard Ghanem

2021/10/12

Boundary-sensitive pre-training for temporal localization in videos

Mengmeng Xu

Juan-Manuel Pérez-Rúa

Victor Escorcia

Brais Martinez

Xiatian Zhu

...

2021

Vlg-net: Video-language graph matching network for video grounding

Mattia Soldan

Mengmeng Xu

Sisi Qu

Jesper Tegner

Bernard Ghanem

2021

Learning Heat Diffusion for Network Alignment

arXiv preprint arXiv:2007.05401

Sisi Qu

Mengmeng Xu

Bernard Ghanem

Jesper Tegner

2020/7/10

See List of Professors in Mengmeng Xu (Frost) University(King Abdullah University of Science and Technology)

Co-Authors

H-index: 97
Tao Xiang

Tao Xiang

University of Surrey

H-index: 64
Bernard Ghanem

Bernard Ghanem

King Abdullah University of Science and Technology

H-index: 59
Jesper Tegnér

Jesper Tegnér

King Abdullah University of Science and Technology

H-index: 45
Pablo Arbelaez

Pablo Arbelaez

Universidad de Los Andes

H-index: 28
Zukui Li

Zukui Li

University of Alberta

H-index: 20
Silvio Giancola

Silvio Giancola

King Abdullah University of Science and Technology

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