Mengcheng Lan
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Keywords
transformer architecture
(1)
image segmentation
(1)
metric learning
(1)
video prediction
(1)
self-supervised learning
(1)
text generation
(1)
feature embedding
(1)
energy minimization
(1)
out-of-distribution generalization
(1)
multimodal large language model
(1)
pseudo label
(1)
graph information bottleneck
(1)
vision-language task
(1)
error accumulation
(1)
brain network
(1)
graph neural network
(1)
unsupervised semantic segmentation
(1)
semantic descriptor
(1)
smoothness prior
(1)
neurological disorder
(1)
Papers
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
ICLR 2025
BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification
MICCAI 2025
Text4Seg: Reimagining Image Segmentation as Text Generation
ICLR 2025
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference
ECCV 2024
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
ECCV 2024
MIMO Is All You Need:A Strong Multi-in-Multi-Out Baseline for Video Prediction
AAAI 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation
NeurIPS 2023