Mengcheng Lan

According to our database, Mengcheng Lan authored at least 23 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Multimodal Mathematical Reasoning Embedded in Aerial Vehicle Imagery: Benchmarking, Analysis, and Exploration.

Yue Zhou, Litong Feng, Mengcheng Lan, Xue Yang, Qingyun Li, Yiping Ke, Xue Jiang, Wayne Zhang

CoRR, September, 2025

Text4Seg++: Advancing Image Segmentation via Generative Language Modeling.

Mengcheng Lan, Chaofeng Chen, Jiaxing Xu, Zongrui Li, Yiping Ke, Xudong Jiang, Yingchen Yu, Yunqing Zhao, Song Bai

CoRR, September, 2025

NOCL: Node-Oriented Conceptualization LLM for Graph Tasks without Message Passing.

Wei Li, Mengcheng Lan, Jiaxing Xu, Yiping Ke

CoRR, June, 2025

Directed Homophily-Aware Graph Neural Network.

Aihu Zhang, Jiaxing Xu, Mengcheng Lan, Shili Xiang, Yiping Ke

CoRR, May, 2025

BrainPrompt: Multi-level Brain Prompt Enhancement for Neurological Condition Identification.

Jiaxing Xu, Kai He, Yue Tang, Wei Li, Mengcheng Lan, Xia Dong, Yiping Ke, Mengling Feng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

BrainOOD: Out-of-distribution Generalizable Brain Network Analysis.

Jiaxing Xu, Yongqiang Chen, Xia Dong, Mengcheng Lan, Tiancheng Huang, Qingtian Bian, James Cheng, Yiping Ke

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Text4Seg: Reimagining Image Segmentation as Text Generation.

Mengcheng Lan, Chaofeng Chen, Yue Zhou, Jiaxing Xu, Yiping Ke, Xinjiang Wang, Litong Feng, Wayne Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach.

Mengcheng Lan, Min Meng, Jun Yu, Jigang Wu

IEEE Trans. Image Process., 2024

GeoGround: A Unified Large Vision-Language Model. for Remote Sensing Visual Grounding.

Yue Zhou, Mengcheng Lan, Xiang Li, Yiping Ke, Xue Jiang, Litong Feng, Wayne Zhang

CoRR, 2024

Multi-Atlas Brain Network Classification through Consistency Distillation and Complementary Information Fusion.

Jiaxing Xu, Mengcheng Lan, Xia Dong, Kai He, Wei Zhang, Qingtian Bian, Yiping Ke

CoRR, 2024

ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation.

Mengcheng Lan, Chaofeng Chen, Yiping Ke, Xinjiang Wang, Litong Feng, Wayne Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference.

Mengcheng Lan, Chaofeng Chen, Yiping Ke, Xinjiang Wang, Litong Feng, Wayne Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification.

Jiaxing Xu, Kai He, Mengcheng Lan, Qingtian Bian, Wei Li, Tieying Li, Yiping Ke, Miao Qiao

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Dual-Level Adaptive and Discriminative Knowledge Transfer for Cross-Domain Recognition.

Min Meng, Mengcheng Lan, Jun Yu, Jigang Wu, Ligang Liu

IEEE Trans. Multim., 2023

SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation.

Mengcheng Lan, Xinjiang Wang, Yiping Ke, Jiaxing Xu, Litong Feng, Wayne Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MIMO Is All You Need：A Strong Multi-in-Multi-Out Baseline for Video Prediction.

Shuliang Ning, Mengcheng Lan, Yanran Li, Chaofeng Chen, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multiview Consensus Structure Discovery.

Min Meng, Mengcheng Lan, Jun Yu, Jigang Wu

IEEE Trans. Cybern., 2022

Generalized Multi-View Collaborative Subspace Clustering.

Mengcheng Lan, Min Meng, Jun Yu, Jigang Wu

IEEE Trans. Circuits Syst. Video Technol., 2022

MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction.

Shuliang Ning, Mengcheng Lan, Yanran Li, Chaofeng Chen, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui

CoRR, 2022

Group Correspondence: A Statistical Perspective for Incomplete Multi-View Clustering Augmentation.

Tianyou Liang, Min Meng, Mengcheng Lan, Jun Yu, Jigang Wu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2021

Coupled Knowledge Transfer for Visual Data Recognition.

Min Meng, Mengcheng Lan, Jun Yu, Jigang Wu

IEEE Trans. Circuits Syst. Video Technol., 2021

From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting.

Mengcheng Lan, Shuliang Ning, Yanran Li, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui

CoRR, 2021

2020

Constrained Discriminative Projection Learning for Image Classification.

Min Meng, Mengcheng Lan, Jun Yu, Jigang Wu, Dapeng Tao

IEEE Trans. Image Process., 2020