A nonparametric model for online topic discovery with word embeddings. - Junyang Chen 001; Zhiguo Gong; Weiwen Liu (Inf. Sci., 2019)

Personalized Re-ranking with Item Relationships for E-commerce. - Weiwen Liu; Qing Liu 020; Ruiming Tang; Junyang Chen 001; Xiuqiang He 001; Pheng-Ann Heng (CIKM, 2020)

NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. - Andreas Lugmayr; Martin Danelljan; Radu Timofte; Namhyuk Ahn; Dongwoon Bai; Jie Cai 001; Yun Cao 002; Junyang Chen 001; Kaihua Cheng; Se Young Chun; Wei Deng; Mostafa El-Khamy; et al. (CVPR Workshops, 2020)

Adversarial Learning for Overlapping Community Detection and Network Embedding. - Junyang Chen 001; Zhiguo Gong; Quanyu Dai; Chunyuan Yuan; Weiwen Liu (ECAI, 2020)

Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network. - Cong Wang 018; Yutong Wu 002; Zhixun Su; Junyang Chen 001 (ACM Multimedia, 2020)

DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal. - Cong Wang 018; Xiaoying Xing; Yutong Wu 002; Zhixun Su; Junyang Chen 001 (ACM Multimedia, 2020)

Exploiting Heterogeneous Artist and Listener Preference Graph for Music Genre Classification. - Chunyuan Yuan; Qianwen Ma; Junyang Chen 001; Wei Zhou 019; Xiaodan Zhang 004; Xuehai Tang; Jizhong Han; Songlin Hu 001 (ACM Multimedia, 2020)

Inductive Document Representation Learning for Short Text Clustering. - Junyang Chen 001; Zhiguo Gong; Wei Wang 077; Xiao Dong; Wei Wang 335; Weiwen Liu; Cong Wang 018; Xian Chen (ECML/PKDD (3), 2020)

Scientific Collaboration Sustainability Prediction Based on H-index Reciprocity. - Wei Wang 077; Junyang Chen 001; Weiwei Sun 009; Zhiguo Gong (WWW (Companion Volume), 2020)

A Dirichlet process biterm-based mixture model for short text stream clustering. - Junyang Chen 001; Zhiguo Gong; Weiwen Liu (Appl. Intell., 2020)

DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal. - Cong Wang 018; Xiaoying Xing; Zhixun Su; Junyang Chen 001 (CoRR, 2020)

SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images. - Chang Qi; Junyang Chen 001; Guizhi Xu; Zhenghua Xu 001; Thomas Lukasiewicz; Yang Liu 165 (CoRR, 2020)

Efficient Medical Image Segmentation with Intermediate Supervision Mechanism. - Di Yuan; Junyang Chen 001; Zhenghua Xu 001; Thomas Lukasiewicz; Zhigang Fu; Guizhi Xu (CoRR, 2020)

w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution. - Bo Wang 072; Lei Wang; Junyang Chen 001; Zhenghua Xu 001; Thomas Lukasiewicz; Zhigang Fu (CoRR, 2020)

Geography-Aware Inductive Matrix Completion for Personalized Point-of-Interest Recommendation in Smart Cities. - Wei Wang 077; Junyang Chen 001; Jinzhong Wang; Junxin Chen 001; Zhiguo Gong (IEEE Internet Things J., 2020)

Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation. - Wei Wang 077; Junyang Chen 001; Jinzhong Wang; Junxin Chen 001; Jinquan Liu; Zhiguo Gong (IEEE Trans. Ind. Informatics, 2020)

Dense Feature Pyramid Grids Network for Single Image Deraining. - Zhen Wang; Cong Wang 018; Zhixun Su; Junyang Chen 001 (ICASSP, 2021)

A Unified Joint Maximum Mean Discrepancy for Domain Adaptation. - Wei Wang 335; Baopu Li; Shuhui Yang; Jing Sun 012; Zhengming Ding; Junyang Chen 001; Xiao Dong; Zhihui Wang 001; Haojie Li (CoRR, 2021)

HNS: Hierarchical negative sampling for network representation learning. - Junyang Chen 001; Zhiguo Gong; Wei Wang 077; Weiwen Liu (Inf. Sci., 2021)

TAM: Targeted Analysis Model With Reinforcement Learning on Short Texts. - Junyang Chen 001; Zhiguo Gong; Wei Wang 077; Weiwen Liu; Ming Yang; Cong Wang 018 (IEEE Trans. Neural Networks Learn. Syst., 2021)

A Multi-graph Convolutional Network Framework for Tourist Flow Prediction. - Wei Wang 077; Junyang Chen 001; Yushu Zhang 001; Zhiguo Gong; Neeraj Kumar 001; Wei Wei 006 (ACM Trans. Internet Techn., 2021)

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Liangyu Chen 002; Xiaojie Chu; Wenqing Yu; Kai Jin; Zeqiang Wei; Sha Guo; et al. (CVPR Workshops, 2022)

Using Psychophysics to Guide Power Adaptation for Input Methods on Mobile Architectures. - Xueliang Li 002; Shicong Hong; Junyang Chen 001; Guihai Yan; Kaishun Wu (HPCA, 2022)

Attention-based Adversarial Partial Domain Adaptation. - Mengzhu Wang; Shan An; Xiao Luo 001; Xiong Peng; Wei Yu 029; Junyang Chen 001; Zhigang Luo (ICASSP, 2022)

Field-aware Variational Autoencoders for Billion-scale User Representation Learning. - Ge Fan; Chaoyun Zhang; Junyang Chen 001; Baopu Li; Zenglin Xu; Yingjie Li; Luyu Peng; Zhiguo Gong (ICDE, 2022)

MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation. - Ge Fan; Chaoyun Zhang; Kai Wang; Junyang Chen 001 (ASE, 2022)

Realizing Emotional Interactions to Learn User Experience and Guide Energy Optimization for Mobile Architectures. - Xueliang Li 002; Zhuobin Shi; Junyang Chen 001; Yepang Liu 001 (MICRO, 2022)

Hybrid Reinforced Medical Report Generation with M-Linear Attention and Repetition Penalty. - Wenting Xu; Zhenghua Xu 001; Junyang Chen 001; Chang Qi; Thomas Lukasiewicz (CoRR, 2022)

Single image rain removal using recurrent scale-guide networks. - Cong Wang 018; Honghe Zhu; Wanshu Fan; Xiao-Ming Wu 003; Junyang Chen 001 (Neurocomputing, 2022)

ω-net: Dual supervised medical image segmentation with multi-dimensional self-attention and diversely-connected multi-scale convolution. - Zhenghua Xu 001; Shijie Liu; Di Yuan; Lei Wang; Junyang Chen 001; Thomas Lukasiewicz; Zhigang Fu; Rui Zhang (Neurocomputing, 2022)

DnSwin: Toward real-world denoising via a continuous Wavelet Sliding Transformer. - Hao Li 058; Zhijing Yang; Xiaobin Hong; Ziying Zhao; Junyang Chen 001; Yukai Shi; Jinshan Pan (Knowl. Based Syst., 2022)

Attentive differential convolutional neural networks for crowd flow prediction. - Jiqian Mo; Zhiguo Gong; Junyang Chen 001 (Knowl. Based Syst., 2022)

Informative pairs mining based adaptive metric learning for adversarial domain adaptation. - Mengzhu Wang; Paul Li; Li Shen 008; Ye Wang 023; Shanshan Wang 008; Wei Wang 335; Xiang Zhang 008; Junyang Chen 001; Zhigang Luo (Neural Networks, 2022)

Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion. - Yuanman Li; Jiantao Zhou 001; Junyang Chen 001; Jinyu Tian 001; Li Dong 006; Xia Li 006 (IEEE Trans. Comput. Soc. Syst., 2022)

Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning. - Junyang Chen 001; Zhiguo Gong; Jiqian Mo; Wei Wang 077; Wei Wang 335; Cong Wang 018; Xiao Dong; Weiwen Liu; Kaishun Wu (IEEE Trans. Neural Networks Learn. Syst., 2022)

CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings. - Junyang Chen 001; Zhiguo Gong; Wei Wang 077; Weiwen Liu; Xiao Dong (IEEE Trans. Neural Networks Learn. Syst., 2022)

Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs. - Junyang Chen 001; Zhiguo Gong; Wei Wang 077; Cong Wang 018; Zhenghua Xu 001; Jianming Lv; Xueliang Li 002; Kaishun Wu; Weiwen Liu (IEEE Trans. Neural Networks Learn. Syst., 2022)

Meta-Path Based Neighbors for Behavioral Target Generalization in Sequential Recommendation. - Junyang Chen 001; Zhiguo Gong; Yuanman Li; Huanjian Zhang; Hongyong Yu; Junzhang Zhu; Ge Fan; Xiao-Ming Wu 003; Kaishun Wu (IEEE Trans. Netw. Sci. Eng., 2022)

A Simple Yet Effective Layered Loss for Pre-Training of Network Embedding. - Junyang Chen 001; Xueliang Li 002; Yuanman Li; Paul Li; Mengzhu Wang; Xiang Zhang 008; Zhiguo Gong; Kaishun Wu; Victor C. M. Leung (IEEE Trans. Netw. Sci. Eng., 2022)

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Ming Cheng 002; Haoyu Ma; Qiufang Ma; Xiaopeng Sun; Shijie Zhao 001; Xuhan Sheng; et al. (CVPR Workshops, 2023)

A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media. - Junyang Chen 001; Ge Fan; Zhiguo Gong; Xueliang Li 002; Victor C. M. Leung; Mengzhu Wang; Ming Yang (DASFAA (2), 2023)

MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation. - Xiangtao Wang; Ruizhi Wang; Biao Tian; Jiaojiao Zhang; Shuo Zhang; Junyang Chen 001; Thomas Lukasiewicz; Zhenghua Xu 001 (ICASSP, 2023)

MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report Generation. - Ruizhi Wang; Xiangtao Wang; Zhenghua Xu 001; Wenting Xu; Junyang Chen 001; Thomas Lukasiewicz (ICASSP, 2023)

Multi-Head Feature Pyramid Networks for Breast Mass Detection. - Hexiang Zhang; Zhenghua Xu 001; Dan Yao; Shuo Zhang; Junyang Chen 001; Thomas Lukasiewicz (ICASSP, 2023)

Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd. - Haodi Zhang; Wenxi Huang; Zhenhan Su; Junyang Chen 001; Di Jiang; Lixin Fan; Chen Zhang 013; Defu Lian; Kaishun Wu (ICDE, 2023)

Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network. - Junyang Chen 001; Jialong Wang; Zhijiang Dai; Huisi Wu; Mengzhu Wang; Qin Zhang 011; Huan Wang 005 (ACM Multimedia, 2023)

A Closer Look at Classifier in Adversarial Domain Generalization. - Ye Wang 023; Junyang Chen 001; Mengzhu Wang; Hao Li 058; Wei Wang 335; Houcheng Su; Zhihui Lai 001; Wei Wang 077; Zhenghan Chen (ACM Multimedia, 2023)

Interpolation Normalization for Contrast Domain Generalization. - Mengzhu Wang; Junyang Chen 001; Huan Wang 005; Huisi Wu; Zhidan Liu 001; Qin Zhang 011 (ACM Multimedia, 2023)

PromptRestorer: A Prompting Image Restoration Method with Degradation Perception. - Cong Wang 018; Jinshan Pan; Wei Wang 335; Jiangxin Dong; Mengzhu Wang; Yakun Ju; Junyang Chen 001 (NeurIPS, 2023)

ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning. - Jingcai Guo; Qihua Zhou; Ruibing Li; Xiaocheng Lu; Ziming Liu; Junyang Chen 001; Xin Xie 001; Jie Zhang 076 (CoRR, 2023)

Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation. - Wei Wang 335; Haojie Li; Zhengming Ding; Feiping Nie 001; Junyang Chen 001; Xiao Dong; Zhihui Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Improving Rating Prediction in Multi-Criteria Recommender Systems via a Collective Factor Model. - Ge Fan; Chaoyun Zhang; Junyang Chen 001; Paul Li; Yingjie Li; Victor C. M. Leung (IEEE Trans. Netw. Sci. Eng., 2023)

Combatting Energy Issues for Mobile Applications. - Xueliang Li 002; Junyang Chen 001; Yepang Liu 001; Kaishun Wu; John P. Gallagher (ACM Trans. Softw. Eng. Methodol., 2023)

Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing. - Di Yuan; Yunxin Liu; Zhenghua Xu 001; Yuefu Zhan; Junyang Chen 001; Thomas Lukasiewicz (Comput. Biol. Medicine, 2023)

Boosting unsupervised domain adaptation: A Fourier approach. - Mengzhu Wang; Shanshan Wang 008; Ye Wang 023; Wei Wang 335; Tianyi Liang 001; Junyang Chen 001; Zhigang Luo (Knowl. Based Syst., 2023)

A Neural Inference of User Social Interest for Item Recommendation. - Junyang Chen 001; Ziyi Chen; Mengzhu Wang; Ge Fan; Guo Zhong; Ou Liu; Wenfeng Du; Zhenghua Xu 001; Zhiguo Gong (Data Sci. Eng., 2023)

IRLM: Inductive Representation Learning Model for Personalized POI Recommendation. - Junyang Chen 001; Mengzhu Wang; Haodi Zhang; Zhenghua Xu 001; Xueliang Li 002; Zhiguo Gong; Kaishun Wu; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2023)

Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation. - Junyang Chen 001; Guoxuan Zou; Pan Zhou 001; Yirui Wu; Zhenghan Chen; Houcheng Su; Huan Wang 005; Zhiguo Gong (AAAI, 2024)

Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language. - Xiang Fang; Daizong Liu; Wanlong Fang; Pan Zhou 001; Zichuan Xu; Wenzheng Xu; Junyang Chen 001; Renfu Li (AAAI, 2024)

Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization. - Houcheng Su; Weihao Luo; Daixian Liu; Mengzhu Wang; Jing Tang; Junyang Chen 001; Cong Wang 018; Zhenghan Chen (AAAI, 2024)

ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning. - Qin Zhang 011; Xiaowei Li; Jiexin Lu; Liping Qiu; Shirui Pan; Xiaojun Chen 006; Junyang Chen 001 (AAAI, 2024)

PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-Wise Hardness. - Siyao Jiang; Huisi Wu; Junyang Chen 001; Qin Zhang 011; Jing Qin 001 (CVPR, 2024)

Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud Attack. - Mingyu Yang; Daizong Liu; Keke Tang; Pan Zhou 001; Lixing Chen; Junyang Chen 001 (ECCV (30), 2024)

A Survey on Anomaly Detection with Few-Shot Learning. - Junyang Chen 001; Changbo Wang; Yifan Hong 001; Rui Mi; Liang-Jie Zhang; Yirui Wu; Huan Wang 005; Yue Zhou (ICCC, 2024)

A Review of Link Prediction on Heterogeneous Networks. - Rui Mi; Changbo Wang; Liang-Jie Zhang; Yirui Wu; Junyang Chen 001; Huan Wang 005 (ICCC, 2024)

CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection. - Qin Zhang 011; Jiexin Lu; Xiaowei Li; Huisi Wu; Shirui Pan; Junyang Chen 001 (IJCAI, 2024)

ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning. - Jingcai Guo; Qihua Zhou; Xiaocheng Lu; Ruibin Li; Ziming Liu; Jie Zhang 076; Bo Han; Junyang Chen 001; Xin Xie 001; Song Guo 001 (IJCAI, 2024)

EGonc : Energy-based Open-Set Node Classification with substitute Unknowns. - Qin Zhang 011; Zelin Shi; Shirui Pan; Junyang Chen 001; Huisi Wu; Xiaojun Chen 006 (NeurIPS, 2024)

COSIS: An AI-Enabled Digital Transformation Framework Integrating Large Language Models and Key Performance Indicators. - Liang-Jie Zhang; Huan Chen 007; Sheng He; Changhu Li; Junyang Chen 001; Haodi Zhang; Wenfeng Du (SCC, 2024)

Enhancing Large Language Models with Multimodality and Knowledge Graphs for Hallucination-free Open-set Object Recognition. - Xinfu Liu; Yirui Wu; Yuting Zhou; Junyang Chen 001; Huan Wang 005; Ye Liu; Shaohua Wan 001 (VLDB Workshops, 2024)

ROGPL: Robust Open-Set Graph Learning via Region-Based Prototype Learning. - Qin Zhang 011; Xiaowei Li; Jiexin Lu; Liping Qiu; Shirui Pan; Xiaojun Chen 006; Junyang Chen 001 (CoRR, 2024)

Open-world structured sequence learning via dense target encoding. - Qin Zhang 011; Ziqi Liu; Qincai Li; Haolong Xiang; Zhizhi Yu; Junyang Chen 001; Peng Zhang 001; Xiaojun Chen 006 (Inf. Sci., 2024)

CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System. - Ge Fan; Chaoyun Zhang; Kai Wang; Yingjie Li; Junyang Chen 001; Zenglin Xu (Proc. ACM Hum. Comput. Interact., 2024)

Joint Adversarial Domain Adaptation With Structural Graph Alignment. - Mengzhu Wang; Junyang Chen 001; Ye Wang 023; Shanshan Wang 008; Lin Li 075; Hao Su; Zhiguo Gong; Kaishun Wu; Zhenghan Chen (IEEE Trans. Netw. Sci. Eng., 2024)

Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation. - Zhenghua Xu 001; Biao Tian; Shijie Liu; Xiangtao Wang; Di Yuan; Junhua Gu; Junyang Chen 001; Thomas Lukasiewicz; Victor C. M. Leung (IEEE Trans. Netw. Sci. Eng., 2024)

PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input Attention. - Zhenghua Xu 001; Zhoutao Yu; Hexiang Zhang; Junyang Chen 001; Junhua Gu; Thomas Lukasiewicz; Victor C. M. Leung (IEEE Trans. Netw. Sci. Eng., 2024)

TFC: Transformer Fused Convolution for Adversarial Domain Adaptation. - Mengzhu Wang; Junyang Chen 001; Ye Wang 023; Zhiguo Gong; Kaishun Wu; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2024)

Multidocument Aspect Classification for Aspect-Based Abstractive Summarization. - Ye Wang 023; Yingmin Zhou; Mengzhu Wang; Zhenghan Chen; Zhiping Cai; Junyang Chen 001; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2024)

Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks. - Huan Wang 005; Ruigang Liu; Chuanqi Shi; Junyang Chen 001; Lei Fang 001; Shun Liu; Zhiguo Gong (ACM Trans. Knowl. Discov. Data, 2024)

Data-Driven Pick-Up Location Recommendation for Ride-Hailing Services. - Zhidan Liu 001; Hongquan Zhang; Guofeng Ouyang; Junyang Chen 001; Kaishun Wu (IEEE Trans. Mob. Comput., 2024)

Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation. - Junyang Chen 001; Guoheng Huang; Xiaochen Yuan; Guo Zhong; Zewen Zheng; Chi-Man Pun; Jian Zhu 001; Zhixin Huang (IEEE J. Biomed. Health Informatics, 2024)

SiamATTRPN: Enhance Visual Tracking With Channel and Spatial Attention. - Huayue Cai; Xiang Zhang 008; Long Lan; Liyang Xu; Wenxin Shen; Junyang Chen 001; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2024)

Compressing the Multiobject Tracking Model via Knowledge Distillation. - Tianyi Liang 001; Mengzhu Wang; Junyang Chen 001; Dingyao Chen; Zhigang Luo; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2024)

Satisfying Energy-Efficiency Constraints for Mobile Systems. - Xueliang Li 002; Shicong Hong; Junyang Chen 001; Junkai Ji; Chengwen Luo 001; Guihai Yan; Zhibin Yu 001; Jianqiang Li 001 (IEEE Trans. Mob. Comput., 2024)

Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation. - Yirui Wu; Yuhang Xia; Hao Li; Lixin Yuan; Junyang Chen 001; Jun Liu 036; Tong Lu; Shaohua Wan 001 (AAAI, 2025)

LUSTER: Link Prediction Utilizing Shared-Latent Space Representation in Multi-Layer Networks. - Ruohan Yang; Muhammad Asif Ali; Huan Wang 005; Junyang Chen 001; Di Wang 015 (WWW, 2025)

Unveiling user interests: A deep user interest exploration network for sequential location recommendation. - Junyang Chen 001; Jingcai Guo; Qin Zhang 011; Kaishun Wu; Liangjie Zhang; Victor C. M. Leung; Huan Wang 005; Zhiguo Gong (Inf. Sci., 2025)

PCA: Semi-Supervised Segmentation With Patch Confidence Adversarial Training. - Zhenghua Xu 001; Runhe Yang; Zihang Xu; Shuo Zhang; Yuchen Yang; Weipeng Liu; Weichao Xu; Junyang Chen 001; Thomas Lukasiewicz; Victor C. M. Leung (IEEE Trans. Netw. Sci. Eng., 2025)

Reliable Service Recommendation: A Multi-Modal Adversarial Method for Personalized Recommendation Under Uncertain Missing Modalities. - Junyang Chen 001; Ruohan Yang; Jingcai Guo; Huan Wang 005; Kaishun Wu; Liang-Jie Zhang (IEEE Trans. Serv. Comput., 2025)

Knowledge Transfer Service for Multi-Granular Traffic Prediction in Smart Cities. - Jiqian Mo; Junyang Chen 001; Zhiguo Gong (IEEE Trans. Serv. Comput., 2025)

Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty. - Zhenghua Xu 001; Wenting Xu; Ruizhi Wang; Junyang Chen 001; Chang Qi; Thomas Lukasiewicz (IEEE Trans. Neural Networks Learn. Syst., 2025)

EPM: Evolutionary Perception Method for Anomaly Detection in Noisy Dynamic Graphs. - Huan Wang 005; Junyang Chen 001; Yirui Wu; Victor C. M. Leung; Di Wang 015 (IEEE Trans. Knowl. Data Eng., 2025)

CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media. - Junyang Chen 001; Jingcai Guo; Xueliang Li 002; Huan Wang 005; Zhenghua Xu 001; Zhiguo Gong; Liang-Jie Zhang; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2025)

A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social Networks. - Junyang Chen 001; Rui Mi; Huan Wang 005; Huisi Wu; Jiqian Mo; Jingcai Guo; Zhihui Lai 001; Liang-Jie Zhang; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2025)

Multitask Asynchronous Metalearning for Few-Shot Anomalous Node Detection in Dynamic Networks. - Yifan Hong 001; Chuanqi Shi; Junyang Chen 001; Huan Wang 005; Di Wang 015 (IEEE Trans. Comput. Soc. Syst., 2025)

Adaptive Density Estimation for Personalized Recommendations Across Varied User Activity Levels. - Wei Liu 061; Huaijie Zhu; Jianxing Yu; Libin Zheng; Jian Yin 001; Ruishi Liang; Xin Liu 101; Junyang Chen 001; Victor C. M. Leung (IEEE Trans. Comput. Soc. Syst., 2025)

A simple yet effective feature completion model for relation-level learning in missing data. - Junyang Chen 001; Liang-Jie Zhang; Zhelin Huang; Han Liu; Yirui Wu; Huan Wang 005; Wei Liu 061; Victor C. M. Leung (Inf. Fusion, 2026)