ML
Mengcheng Lan
cs.CVcs.LGcs.AIq-bio.NCAlgorithmsBraineess.IVImage Interpretation, Computer-AssistedLearningMagnetic Resonance Imaging
On Valency
published · living versionsW_2fnfpjhw·v1 · currentpublished
Data-Driven Vision-Language Models for Remote Sensing: A Survey
with Yue Zhou, Shujun Zhao, Xue Yang, Ruigang Li +5
1 version
Preprints & journals
21 papers in the corpus · 2019–2026Data-Driven Vision-Language Models for Remote Sensing: A Survey2610.31304v1 · Yue Zhou, Shujun Zhao, Xue Yang et al.2026 · 1 citationIEEE Geoscience and Remote Sensing Magazine, vol. 14, no. 5, pp. 232-267, Oct. 2026on Valency
UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations2608.15930v1 · Zihan Ding, Longxu Dou, Qi Gao et al.2026 · 0 citationsarXiv
Text4Seg++: Advancing Image Segmentation via Generative Language Modeling.41973591 · Lan, Mengcheng, Chen, Chaofeng, Xu, Jiaxing et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9486-9501
BrainPrompt+: Multi-Level Brain Prompt Learning for Knowledge-Guided Neurological Disorder Identification.42127068 · Xu, Jiaxing, He, Kai, Tang, Yue et al.2026 · 2 citationsIEEE transactions on medical imaging. 2026;45(7):4150-4160
Let ViT Speak: Generative Language-Image Pre-training2605.00809v3 · Yan Fang, Mengcheng Lan, Zilong Huang et al.2026 · 0 citationsarXiv
Multi-Atlas Brain Network Classification through Consistency Distillation and Complementary Information Fusion.40956746 · Xu, Jiaxing, Lan, Mengcheng, Dong, Xia et al.2025 · 8 citationsIEEE journal of biomedical and health informatics. 2025;PP
Multimodal Mathematical Reasoning Embedded in Aerial Vehicle Imagery: Benchmarking, Analysis, and Exploration2509.10059v1 · Yue Zhou, Litong Feng, Mengcheng Lan et al.2025 · 3 citationsarXiv
Directed Homophily-Aware Graph Neural Network2505.22362v3 · Aihu Zhang, Jiaxing Xu, Mengcheng Lan et al.2025 · 0 citationsarXiv
NOCL: Node-Oriented Conceptualization LLM for Graph Tasks without Message Passing2506.10014v1 · Wei Li, Mengcheng Lan, Jiaxing Xu et al.2025 · 0 citationsarXiv
BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification2504.16096v2 · Jiaxing Xu, Kai He, Yue Tang et al.2025 · 1 citationarXiv
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding2411.11904v3 · Yue Zhou, Mengcheng Lan, Xiang Li et al.2024 · 2 citationsarXiv
Text4Seg: Reimagining Image Segmentation as Text Generation2410.09855v2 · Mengcheng Lan, Chaofeng Chen, Yue Zhou et al.2024 · 0 citationsarXiv
Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification2409.10944v1 · Jiaxing Xu, Kai He, Mengcheng Lan et al.2024 · 6 citationsarXiv
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation2408.04883v1 · Mengcheng Lan, Chaofeng Chen, Yiping Ke et al.2024 · 48 citationsarXiv
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference2407.12442v1 · Mengcheng Lan, Chaofeng Chen, Yiping Ke et al.2024 · 57 citationsarXiv
Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach.38949940 · Lan, Mengcheng, Meng, Min, Yu, Jun et al.2024 · 7 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;33:4090-4103
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation2310.17874v1 · Mengcheng Lan, Xinjiang Wang, Yiping Ke et al.2023 · 10 citationsarXiv
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction2212.04655v3 · Shuliang Ning, Mengcheng Lan, Yanran Li et al.2022 · 44 citationsAAAI 2023
Multiview Consensus Structure Discovery.32866107 · Meng, Min, Lan, Mengcheng, Yu, Jun et al.2022 · 26 citationsIEEE transactions on cybernetics. 2022;52(5):3469-3482
From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting2107.10068v1 · Mengcheng Lan, Shuliang Ning, Yanran Li et al.2021 · 0 citationsarXiv
Constrained Discriminative Projection Learning for Image Classification.31329114 · Meng, Min, Lan, Mengcheng, Yu, Jun et al.2019 · 51 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2020;29:186-198
Career total: 31 works. 21 are in this corpus.
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