Meng   Lan 

Department of Electronic and Computer Engineering
Hong Kong University of Science and Technology

Email: eemenglan AT ust.hk

Google ScholarDBLP

I am currently a Postdoctoral Research Fellow at Hong Kong University of Science and Technology, working with Prof. Xiaomeng Li. I obtained my Ph.D. degree from School of Computer Science, Wuhan University, advised by Prof. Lefei Zhang and Prof. Bo Du. My primary reasearch interests lie in Computer Vision, Video Understanding, Vision and Language.
I worked as an intern at JD Explore Academy, supervised by Dr. Jing Zhang and Prof. Dacheng Tao from Dec. 2020 to Apr. 2023.

Education

School of Computer Science, Wuhan University
Ph.D. in Computer Science                   Sep 2018 - June 2023
Advisor: Prof. Lefei Zhang
collaborators: Prof. Bo Du, Prof. Dacheng Tao and Dr. Jing Zhang
School of Computer Science, Wuhan University
Bachelor in Internet of Things Engineering      Sep 2014 - June 2018

Publications List



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基于时空层级查询的指代视频目标分割
兰猛, 张乐飞, 杜博, 张良培
中国科学:信息科学, 2023

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Learning to Learn Better for Video Object Segmentation
M. Lan, J. Zhang, L. Zhang, D. Tao
AAAI 2023 (Oral)

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Coherence-aware context aggregator for fast video object segmentation
M. Lan, J. Zhang, Z. Wang
Pattern Recognition, 2023

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Siamese Network with Interactive Transformer for Video Object Segmentation
M. Lan, J. Zhang, F. He, L. Zhang
AAAI 2022

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Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images
L. Zhang, M. Lan, J. Zhang, D. Tao
IEEE Transactions on Geoscience and Remote Sensing, 2021

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Global context based automatic road segmentation via dilated convolutional neural network
M. Lan, Y. Zhang, L. Zhang, B. Du
Information Sciences, 2020

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E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation
M. Lan, Y. Zhang, Q. Xu, L. Zhang
IJCAI, 2020

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Defect detection from UAV images based on region-based CNNs
M. Lan, Y. Zhang, L. Zhang, B. Du
ICDMW, 2018

Academic Services

Invited Reviewer for IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Invited Reviewer for IEEE International Conference on Computer Vision (ICCV)
Invited Reviewer for International Joint Conferences on Artificial Intelligence (IJCAI)
Invited Reviewer for IEEE International Conference on Multimedia & Expo (ICME)
Invited Reviewer for The AAAI Conference on Artificial Intelligence (AAAI)
Invited Reviewer for IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Invited Reviewer for IEEE Transactions on Image Processing (TIP)
Invited Reviewer for IEEE Transactions on Geoscience and Remote Sensing (TGRS)
Invited Reviewer for IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Invited Reviewer for IEEE Geoscience and Remote Sensing Letters

Awards and Honors

Outstanding Graduate Student of Wuhan University, 2023
Second Prize of Academic Innovation of Wuhan University, 2023
Tencent Scholarship of Wuhan University, 2022
Intern Star of the Quarter at JD Explore Academy, 2021
Second Prize of Academic Innovation of Wuhan University, 2021
2018 IEEE International Conference on Data Mining DELL Workshops Best Paper

CV Paper Writing & Presentation & Rebuttal & Review Skills

How to write a good paper (By Prof. Jitendra Malik) [slides][video]
How to write a good research paper (By Prof. Bill Freeman) [slides][video]
Tips for preparing a clear talk (By Prof. Kristen Grauman) [slides][video]
How to get your CVPR paper rejected (By Prof. Ming-Hsuan Yang) [slides]
How to write a rebuttal (By Prof. Mang Ye) [Zhihu]
How to write a good review (CVPR'20 Tutorial) [homepage links]
How we write rebuttals (By Prof. Devi Parikh) [blog]

Useful Links

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Awesome Computer Vision
Google AI Blog
苏剑林科学空间
Twenty things I wish I’d known when I started my PhD

Last update: Nov, 2023.