Accurate 2D soft segmentation of medical image via SoftGAN network. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Jun Xiao 005; Qimin Peng; Xiaopeng Zhang 001 (CoRR, 2020)

Retinal Vessel Segmentation Via Context Guide Attention Net With Joint Hard Sample Mining Strategy. - Changwei Wang 001; Rongtao Xu; Yuyang Zhang; Shibiao Xu; Xiaopeng Zhang 001 (ISBI, 2021)

DC-Net: Dual Context Network for 2D Medical Image Segmentation. - Rongtao Xu; Changwei Wang 001; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (MICCAI (1), 2021)

MTLDesc: Looking Wider to Describe Better. - Changwei Wang 001; Rongtao Xu; Yuyang Zhang; Shibiao Xu; Weiliang Meng; Bin Fan 001; Xiaopeng Zhang 001 (AAAI, 2022)

DOMAINDESC: Learning Local Descriptors With Domain Adaptation. - Rongtao Xu; Changwei Wang 001; Bin Fan 001; Yuyang Zhang; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (ICASSP, 2022)

Softgan: Towards Accurate Lung Nodule Segmentation via Soft Mask Supervision. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Jun Xiao 005; Qimin Peng; Xiaopeng Zhang 001 (ICME, 2022)

DA-Net: Dual Branch Transformer and Adaptive Strip Upsampling for Retinal Vessels Segmentation. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (MICCAI (2), 2022)

Instance segmentation of biological images using graph convolutional network. - Rongtao Xu; Ye Li; Changwei Wang 001; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (Eng. Appl. Artif. Intell., 2022)

Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic Segmentation. - Rongtao Xu; Changwei Wang 001; Jiaxi Sun; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (AAAI, 2023)

Treating Pseudo-labels Generation as Image Matting for Weakly Supervised Semantic Segmentation. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (ICCV, 2023)

Segment Anything Model is a Good Teacher for Local Feature Learning. - Jingqian Wu; Rongtao Xu; Zach Wood-Doughty; Changwei Wang 001 (CoRR, 2023)

The Development of LLMs for Embodied Navigation. - Jinzhou Lin 001; Han Gao; Xuxiang Feng; Rongtao Xu; Changwei Wang 001; Man Zhang 005; Li Guo 004; Shibiao Xu (CoRR, 2023)

Automatic polyp segmentation via image-level and surrounding-level context fusion deep neural network. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (Eng. Appl. Artif. Intell., 2023)

Dual-stream Representation Fusion Learning for accurate medical image segmentation. - Rongtao Xu; Changwei Wang 001; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (Eng. Appl. Artif. Intell., 2023)

Toward Accurate and Efficient Road Extraction by Leveraging the Characteristics of Road Shapes. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Ruisheng Wang 001; Jiguang Zhang; Xiaopeng Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation. - Rongtao Xu; Changwei Wang 001; Jiguang Zhang; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (IEEE Trans. Image Process., 2023)

CNDesc: Cross Normalization for Local Descriptors Learning. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (IEEE Trans. Multim., 2023)

Attention Weighted Local Descriptors. - Changwei Wang 001; Rongtao Xu; Ke Lu 002; Shibiao Xu; Weiliang Meng; Yuyang Zhang; Bin Fan 001; Xiaopeng Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Spectral Prompt Tuning: Unveiling Unseen Classes for Zero-Shot Semantic Segmentation. - Wenhao Xu; Rongtao Xu; Changwei Wang 001; Shibiao Xu; Li Guo 004; Man Zhang 005; Xiaopeng Zhang 001 (AAAI, 2024)

AC-CAM: Affinity-Aware Contrast CAM for Weakly-Supervised Semantic Segmentation on MRI Brain Tumor. - Haili Wang; Jingqian Wu; Changwei Wang 001; Min Zhao; Duzhen Zhang; Rongtao Xu (BIBM, 2024)

MIM-HD: Making Smaller Masked Autoencoder Better with Efficient Distillation. - Zherui Zhang; Changwei Wang 001; Rongtao Xu; Wenhao Xu; Shibiao Xu; Li Guo 004; Jiguang Zhang; Xiaoqiang Teng; Wenbo Xu (ECAI, 2024)

HCF-Net: Hierarchical Context Fusion Network for Infrared Small Object Detection. - Shibiao Xu; ShuChen Zheng; Wenhao Xu; Rongtao Xu; Changwei Wang 001; Jiguang Zhang; Xiaoqiang Teng; Ao Li 002; Li Guo 004 (ICME, 2024)

MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization. - Yu Zhang 133; Qi Zhang 020; Zixuan Gong; Yiwei Shi; Yepeng Liu; Duoqian Miao 001; Yang Liu; Ke Liu; Kun Yi 001; Wei Fan 010; Liang Hu 004; Changwei Wang 001 (ICML, 2024)

DefFusion: Deformable Multimodal Representation Fusion for 3D Semantic Segmentation. - Rongtao Xu; Changwei Wang 001; Duzhen Zhang; Man Zhang 005; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (ICRA, 2024)

NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction. - Zixuan Gong; Guangyin Bao; Qi Zhang 020; Zhongwei Wan; Duoqian Miao 001; Shoujin Wang; Lei Zhu 003; Changwei Wang 001; Rongtao Xu; Liang Hu 004; Ke Liu; Yu Zhang 133 (NeurIPS, 2024)

Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning. - Zhiwei Xu 005; Hangyu Mao; Nianmin Zhang; Xin Xin 003; Pengjie Ren; Dapeng Li 001; Bin Zhang 052; Guoliang Fan; Zhumin Chen; Changwei Wang 001; Jiangjin Yin (CoRR, 2024)

GRLN: Gait Refined Lateral Network for gait recognition. - Yukun Song; Xin Mao; Xuxiang Feng; Changwei Wang 001; Rongtao Xu; Man Zhang 005; Shibiao Xu (Displays, 2024)

Local feature matching using deep learning: A survey. - Shibiao Xu; Shunpeng Chen; Rongtao Xu; Changwei Wang 001; Peng Lu; Li Guo 004 (Inf. Fusion, 2024)

MRFTrans: Multimodal Representation Fusion Transformer for monocular 3D semantic scene completion. - Rongtao Xu; Jiguang Zhang; Jiaxi Sun; Changwei Wang 001; Yifan Wu; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (Inf. Fusion, 2024)

Learning adaptive shift and task decoupling for discriminative one-step person search. - Qixian Zhang; Duoqian Miao 001; Qi Zhang 020; Changwei Wang 001; Yanping Li; Hongyun Zhang; Cairong Zhao (Knowl. Based Syst., 2024)

Exploring Intrinsic Discrimination and Consistency for Weakly Supervised Object Localization. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Ruisheng Wang 001; Xiaopeng Zhang 001 (IEEE Trans. Image Process., 2024)

Wave-Like Class Activation Map With Representation Fusion for Weakly-Supervised Semantic Segmentation. - Rongtao Xu; Changwei Wang 001; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (IEEE Trans. Multim., 2024)

DomainFeat: Learning Local Features With Domain Adaptation. - Rongtao Xu; Changwei Wang 001; Shibiao Xu; Weiliang Meng; Yuyang Zhang; Bin Fan 001; Xiaopeng Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

SkinFormer: Learning Statistical Texture Representation With Transformer for Skin Lesion Segmentation. - Rongtao Xu; Changwei Wang 001; Jiguang Zhang; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (IEEE J. Biomed. Health Informatics, 2024)

PSTNet: Enhanced Polyp Segmentation With Multi-Scale Alignment and Frequency Domain Integration. - Wenhao Xu; Rongtao Xu; Changwei Wang 001; Xiuli Li; Shibiao Xu; Li Guo 004 (IEEE J. Biomed. Health Informatics, 2024)

Accurate Lung Nodule Segmentation With Detailed Representation Transfer and Soft Mask Supervision. - Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Jun Xiao 005; Xiaopeng Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition. - Changwei Wang 001; Shunpeng Chen; Yukun Song; Rongtao Xu; Zherui Zhang; Jiguang Zhang; Haoran Yang; Yu Zhang 133; Kexue Fu 001; Shide Du; Zhiwei Xu 005; Longxiang Gao; et al. (AAAI, 2025)

OpenViewer: Openness-Aware Multi-View Learning. - Shide Du; Zihan Fang; Yanchao Tan; Changwei Wang 001; Shiping Wang; Wenzhong Guo (AAAI, 2025)

PanoDiT: Panoramic Videos Generation with Diffusion Transformer. - Muyang Zhang; Yuzhi Chen; Rongtao Xu; Changwei Wang 001; Jinming Yang; Weiliang Meng; Jianwei Guo; Huihuang Zhao; Xiaopeng Zhang 001 (AAAI, 2025)

Dual Focus-Attention Transformer for Robust Point Cloud Registration. - Kexue Fu 001; Mingzhi Yuan; Changwei Wang 001; Weiguang Pang; Jing Chi; Manning Wang; Longxiang Gao (CVPR, 2025)

Dual prototypes contrastive learning based semi-supervised segmentation method for intelligent medical applications. - Tianai Yue; Rongtao Xu; Jingqian Wu; Wenjie Yang; Shide Du; Changwei Wang 001 (Eng. Appl. Artif. Intell., 2025)

FDBPL: Faster distillation-based prompt learning for region-aware vision-language models adaptation. - Zherui Zhang; Jiaxin Wu; Changwei Wang 001; Rongtao Xu; Longzhao Huang; Wenhao Xu; Wenbo Xu; Li Guo 004; Shibiao Xu (Expert Syst. Appl., 2025)

C2Fi-NeRF: Coarse to fine inversion NeRF for 6D pose estimation. - Jiguang Zhang; Zhaohui Zhang 002; Xuxiang Feng; Shibiao Xu; Rongtao Xu; Changwei Wang 001; Kexue Fu 001; Jiaxi Sun; Weilong Ding (Expert Syst. Appl., 2025)

SAMamba: Adaptive state space modeling with hierarchical vision for infrared small target detection. - Wenhao Xu; ShuChen Zheng; Changwei Wang 001; Zherui Zhang; Chuan Ren; Rongtao Xu; Shibiao Xu (Inf. Fusion, 2025)

Disentangled Active Learning on Graphs. - Haoran Yang; Junli Wang 001; Rui Duan 003; Changwei Wang 001; Chungang Yan (Neural Networks, 2025)

RML: Efficient Representation Mutual Learning Framework for End-to-End Weakly Supervised Semantic Segmentation. - Rongtao Xu; Changwei Wang 001; Shibiao Xu; Weiliang Meng; Xiaopeng Zhang 001 (IEEE Trans. Instrum. Meas., 2025)

Segment Anything Model Is a Good Teacher for Local Feature Learning. - Jingqian Wu; Rongtao Xu; Zach Wood-Doughty; Changwei Wang 001; Shibiao Xu; Edmund Y. Lam (IEEE Trans. Image Process., 2025)

Token Masking Transformer for Weakly Supervised Object Localization. - Wenhao Xu; Changwei Wang 001; Rongtao Xu; Shibiao Xu; Weiliang Meng; Man Zhang 005; Xiaopeng Zhang 001 (IEEE Trans. Multim., 2025)

The Meta-Representation Hypothesis. - Zhengpeng Xie; Jiahang Cao; Qiang Zhang; Jianxiong Zhang; Changwei Wang 001; Renjing Xu (CoRR, 2025)

Generalization Boosted Adapter for Open-Vocabulary Segmentation. - Wenhao Xu; Changwei Wang 001; Xuxiang Feng; Rongtao Xu; Longzhao Huang; Zherui Zhang; Li Guo 004; Shibiao Xu (IEEE Trans. Circuits Syst. Video Technol., 2025)

Structure-Activation Synergy: A Dual Efficiency Framework for Parameter-Memory Optimized Transfer Learning. - Tian Jin; Enjun Du; Changwei Wang 001; Wenhao Xu; Ding Luo (CoRR, 2025)

CAE-DFKD: Bridging the Transferability Gap in Data-Free Knowledge Distillation. - Zherui Zhang; Changwei Wang 001; Rongtao Xu; Wenhao Xu; Shibiao Xu; Yu Zhang 133; Li Guo 004 (CoRR, 2025)

Image Recognition with Online Lightweight Vision Transformer: A Survey. - Zherui Zhang; Rongtao Xu; Jie Zhou; Changwei Wang 001; Xingtian Pei; Wenhao Xu; Jiguang Zhang; Li Guo 004; Longxiang Gao; Wenbo Xu; Shibiao Xu (CoRR, 2025)

Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning. - Yu Zhang 133; Jialei Zhou; Xinchen Li; Qi Zhang 020; Zhongwei Wan; Tianyu Wang; Duoqian Miao 001; Changwei Wang 001; Longbing Cao (CoRR, 2025)

Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs. - Jiwei Fang; Bin Zhang 052; Changwei Wang 001; Jin Wan; Zhiwei Xu 005 (CoRR, 2025)

3D-MoRe: Unified Modal-Contextual Reasoning for Embodied Question Answering. - Rongtao Xu; Han Gao; Mingming Yu; Dong An; Shunpeng Chen; Changwei Wang 001; Li Guo 004; Xiaodan Liang; Shibiao Xu (CoRR, 2025)

LargeMvC-Net: Anchor-based Deep Unfolding Network for Large-scale Multi-view Clustering. - Shide Du; Chunming Wu; Zihan Fang; Wendi Zhao; Yilin Wu; Changwei Wang 001; Shiping Wang (CoRR, 2025)

PDFT: parameter-diminish fine-tuning for transformer-based models. - Muyang Zhang; Weiliang Meng; Mingda Jia; Jiaming Gu; Yihua Shao; Changwei Wang 001; Rongtao Xu; Zhihao Ma; Xiaopeng Zhang 001 (Vis. Comput., 2025)

Rethinking translation robustness for reliable convolutional segmentation architecture. - Zherui Zhang; Changwei Wang 001; Rongtao Xu; Wenhao Xu; Shibiao Xu; Yanran Xu; Li Guo 004 (Displays, 2026)

Multimodal fusion and vision-language models: A survey for robot vision. - Xiaofeng Han; Shunpeng Chen; Zenghuang Fu; Zhe Feng; Lue Fan; Dong An; Changwei Wang 001; Li Guo 004; Weiliang Meng; Xiaopeng Zhang 001; Rongtao Xu; Shibiao Xu (Inf. Fusion, 2026)