A More Efficient CNN Architecture for Plankton Classification. - Jiangpeng Yan; Xiu Li 001; Zuoying Cui (CCCV (3), 2017)

TANet: A Tiny Plankton Classification Network for Mobile Devices. - Xiu Li 001; Rujiao Long; Jiangpeng Yan; Kun Jin; Jihae Lee (Mob. Inf. Syst., 2019)

Match4Rec: A Novel Recommendation Algorithm Based on Bidirectional Encoder Representation with the Matching Task. - Lingxiao Zhang; Jiangpeng Yan; Yujiu Yang; Xiu Li 001 (ICONIP (3), 2020)

Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration. - Zhe Xu 012; Jie Luo 003; Jiangpeng Yan; Ritvik Pulya; Xiu Li 001; William M. Wells III; Jayender Jagadeesan (MICCAI (3), 2020)

Nuclear Power Plants With Artificial Intelligence in Industry 4.0 Era: Top-Level Design and Current Applications - A Systemic Review. - Chao Lu; Jiafei Lyu; Liming Zhang; Aicheng Gong; Yipeng Fan; Jiangpeng Yan; Xiu Li 001 (IEEE Access, 2020)

Neural Architecture Search for compressed sensing Magnetic Resonance image reconstruction. - Jiangpeng Yan; Shou Chen; Yongbing Zhang 002; Xiu Li 001 (Comput. Medical Imaging Graph., 2020)

Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction. - Jiangpeng Yan; Shuo Chen; Xiu Li 001; Yongbing Zhang 002 (CoRR, 2020)

F3RNet: Full-Resolution Residual Registration Network for Multimodal Image Registration. - Zhe Xu 012; Jie Luo 003; Jiangpeng Yan; Xiu Li 001; Jagadeesan Jayender (CoRR, 2020)

Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance. - Zhe Xu 012; Jiangpeng Yan; Jie Luo 003; Xiu Li 001; Jayender Jagadeesan (ICASSP, 2021)

Matting Enhanced Mask R-CNN. - Lufan Ma; Bin Dong 007; Jiangpeng Yan; Xiu Li 001 (ICME, 2021)

Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification. - Chenghui Yu; Mingkang Tang; ShengGe Yang; Mingqing Wang; Zhe Xu 012; Jiangpeng Yan; Hanmo Chen; Yu Yang 015; Xiao-Jun Zeng; Xiu Li 001 (ICONIP (4), 2021)

A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation. - Feng Luo; Xiu Li 001; Bin-Bin Gao; Jiangpeng Yan (IJCNN, 2021)

Unimodal Cyclic Regularization For Training Multimodal Image Registration Networks. - Zhe Xu 012; Jiangpeng Yan; Jie Luo 003; William M. Wells III; Xiu Li 001; Jayender Jagadeesan (ISBI, 2021)

Parallel Res2Net-based Network with ReverseAttention for Polyp Segmentation. - ChengHui Yu; Jiangpeng Yan; Xiu Li 001 (EndoCV@ISBI, 2021)

From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks. - Hanbo Chen; Kang Wang; Yuyao Zhu; Jiangpeng Yan; Yan Ji 004; Jingjing Li; Dong Xie; Junzhou Huang; Shuqun Cheng; Jianhua Yao 001 (MICCAI (8), 2021)

Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation. - Jiangpeng Yan; Hanbo Chen; Kang Wang; Yan Ji 004; Yuyao Zhu; Jingjing Li; Dong Xie; Zhe Xu 012; Junzhou Huang; Shuqun Cheng; Xiu Li 001; Jianhua Yao 001 (MICCAI (8), 2021)

Implicit Feature Refinement for Instance Segmentation. - Lufan Ma; Tiancai Wang; Bin Dong 007; Jiangpeng Yan; Xiu Li 001; Xiangyu Zhang 005 (ACM Multimedia, 2021)

F3RNet: full-resolution residual registration network for deformable image registration. - Zhe Xu 012; Jie Luo 003; Jiangpeng Yan; Xiu Li 001; Jagadeesan Jayender (Int. J. Comput. Assist. Radiol. Surg., 2021)

Bias-reduced multi-step hindsight experience replay. - Rui Yang 010; Jiafei Lyu; Yu Yang 015; Jiangpeng Yan; Feng Luo; Dijun Luo; Lanqing Li; Xiu Li 001 (CoRR, 2021)

Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration. - Zhe Xu 012; Jie Luo 003; Donghuan Lu; Jiangpeng Yan; Jayender Jagadeesan; William M. Wells III; Sarah F. Frisken; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (CoRR, 2021)

Efficient Continuous Control with Double Actors and Regularized Critics. - Jiafei Lyu; Xiaoteng Ma; Jiangpeng Yan; Xiu Li 001 (AAAI, 2022)

Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning. - Jiawei Yang 002; Hanbo Chen; Jiangpeng Yan; Xiaoyu Chen; Jianhua Yao 001 (ICLR, 2022)

Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration. - Zhe Xu 012; Jie Luo 003; Donghuan Lu; Jiangpeng Yan; Sarah F. Frisken; Jayender Jagadeesan; William M. Wells III; Xiu Li 001; Yefeng Zheng 001; Raymond Kai-Yu Tong (MICCAI (6), 2022)

PRAG: Periodic Regularized Action Gradient for Efficient Continuous Control. - Xihui Li; Zhongjian Qiao; Aicheng Gong; Jiafei Lyu; ChengHui Yu; Jiangpeng Yan; Xiu Li 001 (PRICAI (3), 2022)

Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis. - Jiangpeng Yan; Hanbo Chen; Xiu Li 001; Jianhua Yao 001 (Comput. Medical Imaging Graph., 2022)

Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning. - Jiawei Yang 002; Hanbo Chen; Jiangpeng Yan; Xiaoyu Chen; Jianhua Yao 001 (CoRR, 2022)

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. - Sharib Ali; Noha M. Ghatwary; Debesh Jha; Ece Isik-Polat; Gorkem Polat; Chen Yang 026; Wuyang Li; Adrian Galdran; Miguel Ángel González Ballester; Vajira Thambawita; Steven Hicks; Sahadev Poudel; et al. (CoRR, 2022)

Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction. - Jiangpeng Yan; ChengHui Yu; Hanbo Chen; Zhe Xu 012; Junzhou Huang; Xiu Li 001; Jianhua Yao 001 (CoRR, 2022)

UniInst: Unique representation for end-to-end instance segmentation. - Yimin Ou; Rui Yang 010; Lufan Ma; Yong Liu 032; Jiangpeng Yan; Shang Xu; Chengjie Wang; Xiu Li 001 (Neurocomputing, 2022)

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. - Zhe Xu 012; Yixin Wang 003; Donghuan Lu; Lequan Yu; Jiangpeng Yan; Jie Luo 003; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (IEEE J. Biomed. Health Informatics, 2022)

Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation. - Zhe Xu 012; Donghuan Lu; Jie Luo 003; Yixin Wang 003; Jiangpeng Yan; Kai Ma 002; Yefeng Zheng 001; Raymond Kai-Yu Tong (IEEE Trans. Medical Imaging, 2022)

Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning. - Junjie Zhang; Jiafei Lyu; Xiaoteng Ma; Jiangpeng Yan; Jun Yang 028; Le Wan; Xiu Li 001 (ECAI, 2023)

Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation. - Wentao Pan 001; Jiangpeng Yan; Hanbo Chen; Jiawei Yang 002; Zhe Xu 012; Xiu Li 001; Jianhua Yao 001 (IPMI, 2023)

Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled Data. - Zhe Xu 012; Donghuan Lu; Jiangpeng Yan; Jinghan Sun; Jie Luo 003; Dong Wei 004; Sarah F. Frisken; Quanzheng Li; Yefeng Zheng 001; Raymond Kai-Yu Tong (MICCAI (4), 2023)

Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels. - Zhe Xu 012; Jiangpeng Yan; Donghuan Lu; Yixin Wang 003; Jie Luo 003; Yefeng Zheng 001; Raymond Kai-Yu Tong (MICCAI (7), 2023)

Uncertainty-driven Trajectory Truncation for Model-based Offline Reinforcement Learning. - Junjie Zhang; Jiafei Lyu; Xiaoteng Ma; Jiangpeng Yan; Jun Yang 028; Le Wan; Xiu Li 001 (CoRR, 2023)

Semi-supervised Semantic Segmentation Meets Masked Modeling: Fine-grained Locality Learning Matters in Consistency Regularization. - Wentao Pan 001; Zhe Xu 012; Jiangpeng Yan; Zihan Wu 001; Raymond Kai-Yu Tong; Xiu Li 001; Jianhua Yao 001 (CoRR, 2023)

Value activation for bias alleviation: Generalized-activated deep double deterministic policy gradients. - Jiafei Lyu; Yu Yang 015; Jiangpeng Yan; Xiu Li 001 (Neurocomputing, 2023)

Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation. - Zhe Xu 012; Yixin Wang 003; Donghuan Lu; Xiangde Luo; Jiangpeng Yan; Yefeng Zheng 001; Raymond Kai-Yu Tong (Medical Image Anal., 2023)

HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance. - Chunming He; Kai Li 012; Guoxia Xu; Jiangpeng Yan; Longxiang Tang; Yulun Zhang 001; Yaowei Wang 001; Xiu Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Advancing Financial Engineering with Foundation Models: Progress, Applications, and Challenges. - Liyuan Chen; Shuoling Liu; Jiangpeng Yan; Xiaoyu Wang; Henglin Liu; Chuang Li; Kecheng Jiao; Jixuan Ying; Yang Veronica Liu; Qiang Yang 001; Xiu Li 001 (CoRR, 2025)

Ten Challenging Problems in Federated Foundation Models. - Tao Fan 002; Hanlin Gu; Xuemei Cao 001; Chee Seng Chan; Qian Chen; Yiqiang Chen 001; Yihui Feng; Yang Gu 001; Jiaxiang Geng; Bing Luo; Shuoling Liu; WinKent Ong; et al. (IEEE Trans. Knowl. Data Eng., 2025)