Scholar
Mengcheng Lan
Google Scholar ID: CtQbdvkAAAAJ
S-Lab, Nanyang Technological University
Computer Vision
Deep Learning
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
338
H-index
10
i10-index
10
Publications
20
Co-authors
9
list available
Contact
Email
lanm0002@e.ntu.edu.sg
GitHub
Open ↗
LinkedIn
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Publications
8 items
Multimodal Mathematical Reasoning Embedded in Aerial Vehicle Imagery: Benchmarking, Analysis, and Exploration
2025
Cited
0
Text4Seg++: Advancing Image Segmentation via Generative Language Modeling
2025
Cited
0
Directed Homophily-Aware Graph Neural Network
2025
Cited
0
BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification
2025
Cited
0
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
2025
Cited
0
GeoGround: A Unified Large Vision-Language Model. for Remote Sensing Visual Grounding
arXiv.org · 2024
Cited
1
Text4Seg: Reimagining Image Segmentation as Text Generation
arXiv.org · 2024
Cited
1
Multi-Atlas Brain Network Classification through Consistency Distillation and Complementary Information Fusion
IEEE journal of biomedical and health informatics · 2024
Cited
3
Resume (English only)
Academic Achievements
Published 'Text4Seg: Reimagining Image Segmentation as Text Generation' at ICLR 2025.
Published two papers at ECCV 2024: 'ProxyCLIP' and 'ClearCLIP'.
Published 'SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation' at NeurIPS 2023.
Co-first author of 'MIMO is all you need' at AAAI 2023.
Published multiple papers in IEEE TIP, TMM, TCSVT, TCYB, etc.
Awards: First Grade Scholarship (2017–2020), National Scholarship (2019), Outstanding Student of Guangdong Province (2020).
Served as reviewer for conferences including ICLR, NeurIPS, CVPR, ICCV, AAAI, and journals such as Neurocomputing, EAAI, and IJCV.
Co-authors
9 total
Yiping Ke
Nanyang Technological University
Co-author 2
Litong Feng
SenseTime Research
Jiaxing Xu
National University of Singapore
Co-author 5
Co-author 6
Chaofeng Chen
TTAP @ WHU
Yue Zhou
Associate Professor, East China Normal University
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