Constrained Discriminative Projection Learning for Image Classification. - Min Meng 001; Mengcheng Lan; Jun Yu 002; Jigang Wu; Dapeng Tao (IEEE Trans. Image Process., 2020)

From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting. - Mengcheng Lan; Shuliang Ning; Yanran Li; Qian Chen; Xunlai Chen; Xiaoguang Han 001; Shuguang Cui (CoRR, 2021)

Coupled Knowledge Transfer for Visual Data Recognition. - Min Meng 001; Mengcheng Lan; Jun Yu 002; Jigang Wu (IEEE Trans. Circuits Syst. Video Technol., 2021)

Group Correspondence: A Statistical Perspective for Incomplete Multi-View Clustering Augmentation. - Tianyou Liang; Min Meng 001; Mengcheng Lan; Jun Yu 002; Jigang Wu (ICME, 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 001; Shuguang Cui (CoRR, 2022)

Generalized Multi-View Collaborative Subspace Clustering. - Mengcheng Lan; Min Meng 001; Jun Yu 002; Jigang Wu (IEEE Trans. Circuits Syst. Video Technol., 2022)

Multiview Consensus Structure Discovery. - Min Meng 001; Mengcheng Lan; Jun Yu 002; Jigang Wu (IEEE Trans. Cybern., 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 001; Shuguang Cui (AAAI, 2023)

SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation. - Mengcheng Lan; Xinjiang Wang; Yiping Ke; Jiaxing Xu; Litong Feng; Wayne Zhang 001 (NeurIPS, 2023)

Dual-Level Adaptive and Discriminative Knowledge Transfer for Cross-Domain Recognition. - Min Meng 001; Mengcheng Lan; Jun Yu 002; Jigang Wu; Ligang Liu 001 (IEEE Trans. Multim., 2023)

Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification. - Jiaxing Xu; Kai He 001; Mengcheng Lan; Qingtian Bian; Wei Li 231; Tieying Li; Yiping Ke; Miao Qiao (CIKM, 2024)

ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference. - Mengcheng Lan; Chaofeng Chen; Yiping Ke; Xinjiang Wang; Litong Feng; Wayne Zhang 001 (ECCV (47), 2024)

ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation. - Mengcheng Lan; Chaofeng Chen; Yiping Ke; Xinjiang Wang; Litong Feng; Wayne Zhang 001 (ECCV (68), 2024)

Multi-Atlas Brain Network Classification through Consistency Distillation and Complementary Information Fusion. - Jiaxing Xu; Mengcheng Lan; Xia Dong; Kai He 001; Wei Zhang 010; Qingtian Bian; Yiping Ke (CoRR, 2024)

GeoGround: A Unified Large Vision-Language Model. for Remote Sensing Visual Grounding. - Yue Zhou 005; Mengcheng Lan; Xiang Li; Yiping Ke; Xue Jiang 001; Litong Feng; Wayne Zhang 001 (CoRR, 2024)

Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach. - Mengcheng Lan; Min Meng 001; Jun Yu 002; Jigang Wu (IEEE Trans. Image Process., 2024)

Text4Seg: Reimagining Image Segmentation as Text Generation. - Mengcheng Lan; Chaofeng Chen; Yue Zhou 005; Jiaxing Xu; Yiping Ke; Xinjiang Wang; Litong Feng; Wayne Zhang 001 (ICLR, 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 (ICLR, 2025)

BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification. - Jiaxing Xu; Kai He 001; Yue Tang; Wei Li 231; Mengcheng Lan; Xia Dong; Yiping Ke; Mengling Feng (CoRR, 2025)

Directed Homophily-Aware Graph Neural Network. - Aihu Zhang; Jiaxing Xu; Mengcheng Lan; Shili Xiang; Yiping Ke (CoRR, 2025)

NOCL: Node-Oriented Conceptualization LLM for Graph Tasks without Message Passing. - Wei Li 231; Mengcheng Lan; Jiaxing Xu; Yiping Ke (CoRR, 2025)