Jiangpeng Yan

65 papers A* 4A 2B 1Misc 1Journal 42Unranked 15
YearRankTypeTitle / Venue / Authors
2026 A* conf
Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment.
AAAI
Henglin Liu, Nisha Huang, Chang Liu, Jiangpeng Yan, Huijuan Huang, Jixuan Ying, Tong-Yee Lee, Pengfei Wan, Xiangyang Ji
2026 J jnl
CN-Buzz2Portfolio: A Chinese-Market Dataset and Benchmark for LLM-Based Macro and Sector Asset Allocation from Daily Trending Financial News.
CoRR
Liyuan Chen, Shilong Li, Jiangpeng Yan, Shuoling Liu, Qiang Yang, Xiu Li
2026 J jnl
From Intent to Evidence: A Categorical Approach for Structural Evaluation of Deep Research Agents.
CoRR
Shuoling Liu, Zhiquan Tan, Kun Yi, Hui Wu, Yihan Li, Jiangpeng Yan, Liyuan Chen, Kai Chen, Qiang Yang
2026 J jnl
Semi-supervised semantic segmentation meets masked modeling : Fine-grained locality learning matters in consistency regularization.
Pattern Recognit.
Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-Yu Tong, Xiu Li, Jianhua Yao
2025 J jnl
Advancing Financial Engineering with Foundation Models: Progress, Applications, and Challenges.
CoRR
Liyuan Chen, Shuoling Liu, Jiangpeng Yan, Xiaoyu Wang, Henglin Liu, Chuang Li, Kecheng Jiao, Jixuan Ying, Yang Veronica Liu, Qiang Yang, Xiu Li
2025 J jnl
Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment.
CoRR
Henglin Liu, Nisha Huang, Chang Liu, Jiangpeng Yan, Huijuan Huang, Jixuan Ying, Tong-Yee Lee, Pengfei Wan, Xiangyang Ji
2025 — conf
Federated Financial Reasoning Distillation: Training A Small Financial Expert by Learning From Multiple Teachers.
ICAIF
Shuoling Liu, Jiangpeng Yan, Xiaoyu Wang, Yuhang Jiang, Liyuan Chen, Tao Fan, Kai Chen, Qiang Yang
2025 — conf
Improving Instance-Based Whole Slide Image Classification with Logit-Based Log-Sum-Exp Aggregator and Contextual Awareness.
BIBM
Wentao Pan, Donghuan Lu, Jiangpeng Yan, Zhe Xu, Conghao Xiong, Dong Wei, Xian Wu, Yixuan Yuan
2025 J jnl
MENTOR: a multi-agent framework for event and narrative trend prediction with optimized reasoning.
Frontiers Inf. Technol. Electron. Eng.
Liyuan Chen, Gaoguo Jia, Dongsheng Gu, Jiangpeng Yan, Yuhang Jiang, Xiu Li, Xiao-Jun Zeng
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
CoRR
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
IEEE Trans. Knowl. Data Eng.
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
When DeepSeek-R1 meets financial applications: benchmarking, opportunities, and limitations.
Frontiers Inf. Technol. Electron. Eng.
Shuoling Liu, Liyuan Chen, Jiangpeng Yan, Yuhang Jiang, Xiaoyu Wang, Xiu Li, Qiang Yang
2024 J jnl
HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance.
IEEE Trans. Neural Networks Learn. Syst.
Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Yaowei Wang, Xiu Li
2023 J jnl
Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation.
Medical Image Anal.
Zhe Xu, Yixin Wang, Donghuan Lu, Xiangde Luo, Jiangpeng Yan, Yefeng Zheng, Raymond Kai-Yu Tong
2023 — conf
Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled Data.
MICCAI (4)
Zhe Xu, Donghuan Lu, Jiangpeng Yan, Jinghan Sun, Jie Luo, Dong Wei, Sarah F. Frisken, Quanzheng Li, Yefeng Zheng, Raymond Kai-Yu Tong
2023 J jnl
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance.
CoRR
Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Xiu Li, Yaowei Wang
2023 — conf
Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation.
IPMI
Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao
2023 J jnl
Semi-supervised Semantic Segmentation Meets Masked Modeling: Fine-grained Locality Learning Matters in Consistency Regularization.
CoRR
Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-Yu Tong, Xiu Li, Jianhua Yao
2023 — conf
Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels.
MICCAI (7)
Zhe Xu, Jiangpeng Yan, Donghuan Lu, Yixin Wang, Jie Luo, Yefeng Zheng, Raymond Kai-Yu Tong
2023 A conf
Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning.
ECAI
Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li
2023 J jnl
Uncertainty-driven Trajectory Truncation for Model-based Offline Reinforcement Learning.
CoRR
Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li
2023 J jnl
Value activation for bias alleviation: Generalized-activated deep double deterministic policy gradients.
Neurocomputing
Jiafei Lyu, Yu Yang, Jiangpeng Yan, Xiu Li
2022 J jnl
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong
2022 J jnl
Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Zhe Xu, Donghuan Lu, Jie Luo, Yixin Wang, Jiangpeng Yan, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong
2022 J jnl
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
CoRR
Sharib Ali, Noha M. Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, Jiangpeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East
2022 J jnl
Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis.
Comput. Medical Imaging Graph.
Jiangpeng Yan, Hanbo Chen, Xiu Li, Jianhua Yao
2022 — conf
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration.
MICCAI (6)
Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Sarah F. Frisken, Jayender Jagadeesan, William M. Wells III, Xiu Li, Yefeng Zheng, Raymond Kai-Yu Tong
2022 A* conf
Efficient Continuous Control with Double Actors and Regularized Critics.
AAAI
Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li
2022 J jnl
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation.
CoRR
Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao
2022 — conf
PRAG: Periodic Regularized Action Gradient for Efficient Continuous Control.
PRICAI (3)
Xihui Li, Zhongjian Qiao, Aicheng Gong, Jiafei Lyu, ChengHui Yu, Jiangpeng Yan, Xiu Li
2022 J jnl
Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction.
CoRR
Jiangpeng Yan, ChengHui Yu, Hanbo Chen, Zhe Xu, Junzhou Huang, Xiu Li, Jianhua Yao
2022 J jnl
Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification.
CoRR
ChengHui Yu, Mingkang Tang, ShengGe Yang, Mingqing Wang, Zhe Xu, Jiangpeng Yan, Hanmo Chen, Yu Yang, Xiao-Jun Zeng, Xiu Li
2022 A* conf
Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning.
ICLR
Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao
2022 J jnl
Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning.
CoRR
Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao
2022 J jnl
UniInst: Unique Representation for End-to-End Instance Segmentation.
CoRR
Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li
2022 J jnl
UniInst: Unique representation for end-to-end instance segmentation.
Neurocomputing
Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li
2021 B conf
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation.
IJCNN
Feng Luo, Xiu Li, Bin-Bin Gao, Jiangpeng Yan
2021 J jnl
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation.
CoRR
Feng Luo, Bin-Bin Gao, Jiangpeng Yan, Xiu Li
2021 J jnl
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation.
CoRR
Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong
2021 J jnl
Bias-reduced multi-step hindsight experience replay.
CoRR
Rui Yang, Jiafei Lyu, Yu Yang, Jiangpeng Yan, Feng Luo, Dijun Luo, Lanqing Li, Xiu Li
2021 J jnl
Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration.
CoRR
Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William M. Wells III, Sarah F. Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong
2021 J jnl
Efficient Continuous Control with Double Actors and Regularized Critics.
CoRR
Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li
2021 J jnl
F3RNet: full-resolution residual registration network for deformable image registration.
Int. J. Comput. Assist. Radiol. Surg.
Zhe Xu, Jie Luo, Jiangpeng Yan, Xiu Li, Jagadeesan Jayender
2021 — conf
From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks.
MICCAI (8)
Hanbo Chen, Kang Wang, YuYao Zhu, Jiangpeng Yan, Yan Ji, Jingjing Li, Dong Xie, Junzhou Huang, Shuqun Cheng, Jianhua Yao
2021 — conf
Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation.
MICCAI (8)
Jiangpeng Yan, Hanbo Chen, Kang Wang, Yan Ji, YuYao Zhu, Jingjing Li, Dong Xie, Zhe Xu, Junzhou Huang, Shuqun Cheng, Xiu Li, Jianhua Yao
2021 A* conf
Implicit Feature Refinement for Instance Segmentation.
ACM Multimedia
Lufan Ma, Tiancai Wang, Bin Dong, Jiangpeng Yan, Xiu Li, Xiangyu Zhang
2021 J jnl
Implicit Feature Refinement for Instance Segmentation.
CoRR
Lufan Ma, Tiancai Wang, Bin Dong, Jiangpeng Yan, Xiu Li, Xiangyu Zhang
2021 A conf
Matting Enhanced Mask R-CNN.
ICME
Lufan Ma, Bin Dong, Jiangpeng Yan, Xiu Li
2021 — conf
Parallel Res2Net-based Network with ReverseAttention for Polyp Segmentation.
EndoCV@ISBI
ChengHui Yu, Jiangpeng Yan, Xiu Li
2021 — conf
Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification.
ICONIP (4)
ChengHui Yu, Mingkang Tang, ShengGe Yang, Mingqing Wang, Zhe Xu, Jiangpeng Yan, Hanmo Chen, Yu Yang, Xiao-Jun Zeng, Xiu Li
2021 — conf
Unimodal Cyclic Regularization For Training Multimodal Image Registration Networks.
ISBI
Zhe Xu, Jiangpeng Yan, Jie Luo, William M. Wells III, Xiu Li, Jayender Jagadeesan
2021 Misc conf
Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance.
ICASSP
Zhe Xu, Jiangpeng Yan, Jie Luo, Xiu Li, Jayender Jagadeesan
2021 J jnl
Value Activation for Bias Alleviation: Generalized-activated Deep Double Deterministic Policy Gradients.
CoRR
Jiafei Lyu, Yu Yang, Jiangpeng Yan, Xiu Li
2020 — conf
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration.
MICCAI (3)
Zhe Xu, Jie Luo, Jiangpeng Yan, Ritvik Pulya, Xiu Li, William M. Wells III, Jayender Jagadeesan
2020 J jnl
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration.
CoRR
Zhe Xu, Jie Luo, Jiangpeng Yan, Ritvik Pulya, Xiu Li, William M. Wells III, Jayender Jagadeesan
2020 J jnl
F3RNet: Full-Resolution Residual Registration Network for Multimodal Image Registration.
CoRR
Zhe Xu, Jie Luo, Jiangpeng Yan, Xiu Li, Jagadeesan Jayender
2020 J jnl
Match4Rec: A Novel Recommendation Algorithm Based on Bidirectional Encoder Representation with Matching Task.
CoRR
Lingxiao Zhang, Jiangpeng Yan, Yujiu Yang, Xiu Li
2020 — conf
Match4Rec: A Novel Recommendation Algorithm Based on Bidirectional Encoder Representation with the Matching Task.
ICONIP (3)
Lingxiao Zhang, Jiangpeng Yan, Yujiu Yang, Xiu Li
2020 J jnl
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction.
CoRR
Jiangpeng Yan, Shuo Chen, Xiu Li, Yongbing Zhang
2020 J jnl
Neural Architecture Search for compressed sensing Magnetic Resonance image reconstruction.
Comput. Medical Imaging Graph.
Jiangpeng Yan, Shou Chen, Yongbing Zhang, Xiu Li
2020 J jnl
Nuclear Power Plants With Artificial Intelligence in Industry 4.0 Era: Top-Level Design and Current Applications - A Systemic Review.
IEEE Access
Chao Lu, Jiafei Lyu, Liming Zhang, Aicheng Gong, Yipeng Fan, Jiangpeng Yan, Xiu Li
2020 J jnl
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks.
CoRR
Zhe Xu, Jiangpeng Yan, Jie Luo, William M. Wells III, Xiu Li, Jayender Jagadeesan
2020 J jnl
Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance.
CoRR
Zhe Xu, Jiangpeng Yan, Jie Luo, Xiu Li, Jayender Jagadeesan
2019 J jnl
TANet: A Tiny Plankton Classification Network for Mobile Devices.
Mob. Inf. Syst.
Xiu Li, Rujiao Long, Jiangpeng Yan, Kun Jin, Jihae Lee
2017 — conf
A More Efficient CNN Architecture for Plankton Classification.
CCCV (3)
Jiangpeng Yan, Xiu Li, Zuoying Cui