Junyang Chen

126 papers A* 28A 3C 3Misc 5Journal 76Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A simple yet effective feature completion model for relation-level learning in missing data.
Inf. Fusion
Junyang Chen, Liang-Jie Zhang, Zhelin Huang, Han Liu, Yirui Wu, Huan Wang, Wei Liu, Victor C. M. Leung
2026 J jnl
Alignment-aware fine-tuning of vision-language models for out-of-distribution generalization.
Multim. Syst.
Ziye Wang, Yirui Wu, Mohammed Abdel-Megeed Salem, Lixin Yuan, Junyang Chen, Huan Wang, Shaohua Wan
2026 C ed.
Cognitive Computing - ICCC 2025 - 9th International Conference, Held as Part of the Services Conference Federation, SCF 2025, Hong Kong, China, September 27-30, 2025, Proceedings
ICCC
Yujiu Yang, Mengxing Huang, Xiuqin Pan, Jiajia Zhang, Junyang Chen, Liang-Jie Zhang
2026 J jnl
Enhancing news classification: domain-specific guided pretraining based on adaptive selective masking.
Knowl. Based Syst.
Qiao Ding, Heng Ding, Jian Wang, Yantuan Xian, Tao Li, Nanyu Li, Tao Fang, Junyang Chen
2026 A* conf
Multi-Source Unsupervised Graph Domain Adaptation via Concise Propagation-Transformation Pipeline.
WWW
Jiayi Wang, Yi Li, Xin Zheng, Junyang Chen, Yanqing Guo, Alan Wee-Chung Liew, Shirui Pan
2026 J jnl
PRISM: Link Prediction in Attributed Networks With Uncertain Modalities.
IEEE Trans. Knowl. Data Eng.
Ruohan Yang, Muhammad Asif Ali, Huan Wang, Zhongfei Zhang, Junyang Chen, Di Wang
2026 J jnl
Semi-Supervised Breast Lesion Segmentation Using Confidence-Ranked Features and Bi-Level Prototypes.
IEEE Trans. Neural Networks Learn. Syst.
Siyao Jiang, Huisi Wu, Yu Zhou, Junyang Chen, Jing Qin
2026 A* conf
Toward Multimodal Fake News Detection by Multi-perspective Rationale Generation and Verification.
AAAI
Junyang Chen, Yueqian Li, Ka Chung Ng, Huan Wang, Liang-Jie Zhang
2026 A* conf
Zero-shot Recommendation: Towards Class Semantic Relation Learning for Inferring Labels of Unseen Micro-videos.
AAAI
Junyang Chen, Huan Wang, Yirui Wu, Qiuzhen Lin, Yunfeng Diao, Junkai Ji
2025 J jnl
A Paradigm of Temporal-Weather-Aware Transition Pattern for POI Recommendation.
CAAI Trans. Intell. Technol.
Junyang Chen, Jingcai Guo, Huan Wang, Zhihui Lai, Qin Zhang, Kaishun Wu, Liang-Jie Zhang
2025 J jnl
A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social Networks.
IEEE Trans. Comput. Soc. Syst.
Junyang Chen, Rui Mi, Huan Wang, Huisi Wu, Jiqian Mo, Jingcai Guo, Zhihui Lai, Liang-Jie Zhang, Victor C. M. Leung
2025 J jnl
A-IPO: Adaptive Intent-driven Preference Optimization.
CoRR
Wenqing Wang, Muhammad Asif Ali, Ali Shoker, Ruohan Yang, Junyang Chen, Ying Sha, Huan Wang
2025 A* conf
ABNet: Mitigating Sample Imbalance in Anomaly Detection Within Dynamic Graphs.
IJCAI
Yifan Hong, Muhammad Asif Ali, Huan Wang, Junyang Chen, Di Wang
2025 — ed.
AI and Multimodal Services - AIMS 2024 - 13th International Conference, Held as Part of the Services Conference Federation, SCF 2024, Bangkok, Thailand, November 16-19, 2024, Proceedings
AIMS
Xiuqin Pan, Mengxing Huang, Jiajia Zhang, Junyang Chen, Liang-Jie Zhang
2025 — conf
AIM 2025 Challenge on Robust Offline Video Super-Resolution: Dataset, Methods and Results.
ICCVW
Nikolai Karetin, Ivan Molodetskikh, Dmitry Vatolin, Radu Timofte, Yixin Yang, Junyang Chen, Jiangxin Dong, Jinshan Pan, Zhihao Liu, Lishen Qu, Shihao Zhou, Jufeng Yang, Yuxuan Jiang, Siyue Teng, Chengxi Zeng, Fan Zhang, David Bull, Qi Tang, Jie Liu, Jie Tang, Gangshan Wu
2025 J jnl
Adaptive Density Estimation for Personalized Recommendations Across Varied User Activity Levels.
IEEE Trans. Comput. Soc. Syst.
Wei Liu, Huaijie Zhu, Jianxing Yu, Libin Zheng, Jian Yin, Ruishi Liang, Xin Liu, Junyang Chen, Victor C. M. Leung
2025 J jnl
CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media.
IEEE Trans. Comput. Soc. Syst.
Junyang Chen, Jingcai Guo, Xueliang Li, Huan Wang, Zhenghua Xu, Zhiguo Gong, Liang-Jie Zhang, Victor C. M. Leung
2025 J jnl
CIG2S: A Cross-View Image Geo-Localization Model Based on G2S Transform Suitable for Center-Misaligned Scenarios.
IEEE Trans. Comput. Soc. Syst.
Jiangshan Li, Chunfang Yang, Baojun Qi, Ma Zhu, Junyang Chen, Victor C. M. Leung
2025 A* conf
Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation.
AAAI
Yirui Wu, Yuhang Xia, Hao Li, Lixin Yuan, Junyang Chen, Jun Liu, Tong Lu, Shaohua Wan
2025 A* conf
Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning.
IJCAI
Haodi Zhang, Xiangyu Zeng, Junyang Chen, Yuanfeng Song, Rui Mao, Fangzhen Lin
2025 A* conf
Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection.
IJCAI
Jianzhou Wang, Yirui Wu, Lixin Yuan, Wenxiao Zhang, Jun Liu, Junyang Chen, Huan Wang, Wenhai Wang
2025 J jnl
EPM: Evolutionary Perception Method for Anomaly Detection in Noisy Dynamic Graphs.
IEEE Trans. Knowl. Data Eng.
Huan Wang, Junyang Chen, Yirui Wu, Victor C. M. Leung, Di Wang
2025 J jnl
FBA
CoRR
Xiaojing Chen, Dan Li, Lijun Peng, Jun YanLetter, Zhiqing Guo, Junyang Chen, Xiao Lan, Zhongjie Ba, Yunfeng Diao
2025 A conf
HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video Understanding.
ICME
Heqing Zou, Tianze Luo, Guiyang Xie, Victor Xiao Jie Zhang, Fengmao Lv, Guangcong Wang, Junyang Chen, Zhuochen Wang, Hansheng Zhang, Huaijian Zhang
2025 J jnl
HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video Understanding.
CoRR
Heqing Zou, Tianze Luo, Guiyang Xie, Victor Zhang, Fengmao Lv, Guangcong Wang, Junyang Chen, Zhuochen Wang, Hansheng Zhang, Huaijian Zhang
2025 J jnl
Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty.
IEEE Trans. Neural Networks Learn. Syst.
Zhenghua Xu, Wenting Xu, Ruizhi Wang, Junyang Chen, Chang Qi, Thomas Lukasiewicz
2025 J jnl
Knowledge Transfer Service for Multi-Granular Traffic Prediction in Smart Cities.
IEEE Trans. Serv. Comput.
Jiqian Mo, Junyang Chen, Zhiguo Gong
2025 A* conf
LUSTER: Link Prediction Utilizing Shared-Latent Space Representation in Multi-Layer Networks.
WWW
Ruohan Yang, Muhammad Asif Ali, Huan Wang, Junyang Chen, Di Wang
2025 J jnl
Multitask Asynchronous Metalearning for Few-Shot Anomalous Node Detection in Dynamic Networks.
IEEE Trans. Comput. Soc. Syst.
Yifan Hong, Chuanqi Shi, Junyang Chen, Huan Wang, Di Wang
2025 J jnl
PCA: Semi-Supervised Segmentation With Patch Confidence Adversarial Training.
IEEE Trans. Netw. Sci. Eng.
Zhenghua Xu, Runhe Yang, Zihang Xu, Shuo Zhang, Yuchen Yang, Weipeng Liu, Weichao Xu, Junyang Chen, Thomas Lukasiewicz, Victor C. M. Leung
2025 J jnl
Reliable Service Recommendation: A Multi-Modal Adversarial Method for Personalized Recommendation Under Uncertain Missing Modalities.
IEEE Trans. Serv. Comput.
Junyang Chen, Ruohan Yang, Jingcai Guo, Huan Wang, Kaishun Wu, Liang-Jie Zhang
2025 J jnl
STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution.
CoRR
Junyang Chen, Jiangxin Dong, Long Sun, Yixin Yang, Jinshan Pan
2025 J jnl
Traffic prediction and load balancing routing algorithm based on deep Q-network for SD-IoT.
Adv. Eng. Informatics
Qiao Ding, Nanyu Li, Heng Ding, Jian Wang, Tao Li, Yongqing Chen, Yantuan Xian, Junyang Chen
2025 J jnl
Unveiling user interests: A deep user interest exploration network for sequential location recommendation.
Inf. Sci.
Junyang Chen, Jingcai Guo, Qin Zhang, Kaishun Wu, Liangjie Zhang, Victor C. M. Leung, Huan Wang, Zhiguo Gong
2024 C conf
A Review of Link Prediction on Heterogeneous Networks.
ICCC
Rui Mi, Changbo Wang, Liang-Jie Zhang, Yirui Wu, Junyang Chen, Huan Wang
2024 C conf
A Survey on Anomaly Detection with Few-Shot Learning.
ICCC
Junyang Chen, Changbo Wang, Yifan Hong, Rui Mi, Liang-Jie Zhang, Yirui Wu, Huan Wang, Yue Zhou
2024 A* conf
CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection.
IJCAI
Qin Zhang, Jiexin Lu, Xiaowei Li, Huisi Wu, Shirui Pan, Junyang Chen
2024 — conf
COSIS: An AI-Enabled Digital Transformation Framework Integrating Large Language Models and Key Performance Indicators.
SCC
Liang-Jie Zhang, Huan Chen, Sheng He, Changhu Li, Junyang Chen, Haodi Zhang, Wenfeng Du
2024 J jnl
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System.
CoRR
Ge Fan, Chaoyun Zhang, Kai Wang, Yingjie Li, Junyang Chen, Zenglin Xu
2024 J jnl
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System.
Proc. ACM Hum. Comput. Interact.
Ge Fan, Chaoyun Zhang, Kai Wang, Yingjie Li, Junyang Chen, Zenglin Xu
2024 J jnl
Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation.
IEEE Trans. Netw. Sci. Eng.
Zhenghua Xu, Biao Tian, Shijie Liu, Xiangtao Wang, Di Yuan, Junhua Gu, Junyang Chen, Thomas Lukasiewicz, Victor C. M. Leung
2024 J jnl
Compressing the Multiobject Tracking Model via Knowledge Distillation.
IEEE Trans. Comput. Soc. Syst.
Tianyi Liang, Mengzhu Wang, Junyang Chen, Dingyao Chen, Zhigang Luo, Victor C. M. Leung
2024 J jnl
Data-Driven Pick-Up Location Recommendation for Ride-Hailing Services.
IEEE Trans. Mob. Comput.
Zhidan Liu, Hongquan Zhang, Guofeng Ouyang, Junyang Chen, Kaishun Wu
2024 A* conf
EGonc : Energy-based Open-Set Node Classification with substitute Unknowns.
NeurIPS
Qin Zhang, Zelin Shi, Shirui Pan, Junyang Chen, Huisi Wu, Xiaojun Chen
2024 — conf
Enhancing Large Language Models with Multimodality and Knowledge Graphs for Hallucination-free Open-set Object Recognition.
VLDB Workshops
Xinfu Liu, Yirui Wu, Yuting Zhou, Junyang Chen, Huan Wang, Ye Liu, Shaohua Wan
2024 A* conf
Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language.
AAAI
Xiang Fang, Daizong Liu, Wanlong Fang, Pan Zhou, Zichuan Xu, Wenzheng Xu, Junyang Chen, Renfu Li
2024 — conf
Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud Attack.
ECCV (30)
Mingyu Yang, Daizong Liu, Keke Tang, Pan Zhou, Lixing Chen, Junyang Chen
2024 J jnl
Joint Adversarial Domain Adaptation With Structural Graph Alignment.
IEEE Trans. Netw. Sci. Eng.
Mengzhu Wang, Junyang Chen, Ye Wang, Shanshan Wang, Lin Li, Hao Su, Zhiguo Gong, Kaishun Wu, Zhenghan Chen
2024 J jnl
Multidocument Aspect Classification for Aspect-Based Abstractive Summarization.
IEEE Trans. Comput. Soc. Syst.
Ye Wang, Yingmin Zhou, Mengzhu Wang, Zhenghan Chen, Zhiping Cai, Junyang Chen, Victor C. M. Leung
2024 J jnl
Open-world structured sequence learning via dense target encoding.
Inf. Sci.
Qin Zhang, Ziqi Liu, Qincai Li, Haolong Xiang, Zhizhi Yu, Junyang Chen, Peng Zhang, Xiaojun Chen
2024 A* conf
PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-Wise Hardness.
CVPR
Siyao Jiang, Huisi Wu, Junyang Chen, Qin Zhang, Jing Qin
2024 A* conf
ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning.
IJCAI
Jingcai Guo, Qihua Zhou, Xiaocheng Lu, Ruibin Li, Ziming Liu, Jie Zhang, Bo Han, Junyang Chen, Xin Xie, Song Guo
2024 J jnl
PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input Attention.
IEEE Trans. Netw. Sci. Eng.
Zhenghua Xu, Zhoutao Yu, Hexiang Zhang, Junyang Chen, Junhua Gu, Thomas Lukasiewicz, Victor C. M. Leung
2024 J jnl
Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Junyang Chen, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Zewen Zheng, Chi-Man Pun, Jian Zhu, Zhixin Huang
2024 J jnl
ROG
CoRR
Qin Zhang, Xiaowei Li, Jiexin Lu, Liping Qiu, Shirui Pan, Xiaojun Chen, Junyang Chen
2024 A* conf
ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning.
AAAI
Qin Zhang, Xiaowei Li, Jiexin Lu, Liping Qiu, Shirui Pan, Xiaojun Chen, Junyang Chen
2024 J jnl
Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks.
ACM Trans. Knowl. Discov. Data
Huan Wang, Ruigang Liu, Chuanqi Shi, Junyang Chen, Lei Fang, Shun Liu, Zhiguo Gong
2024 J jnl
Satisfying Energy-Efficiency Constraints for Mobile Systems.
IEEE Trans. Mob. Comput.
Xueliang Li, Shicong Hong, Junyang Chen, Junkai Ji, Chengwen Luo, Guihai Yan, Zhibin Yu, Jianqiang Li
2024 A* conf
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization.
AAAI
Houcheng Su, Weihao Luo, Daixian Liu, Mengzhu Wang, Jing Tang, Junyang Chen, Cong Wang, Zhenghan Chen
2024 J jnl
SiamATTRPN: Enhance Visual Tracking With Channel and Spatial Attention.
IEEE Trans. Comput. Soc. Syst.
Huayue Cai, Xiang Zhang, Long Lan, Liyang Xu, Wenxin Shen, Junyang Chen, Victor C. M. Leung
2024 A* conf
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation.
AAAI
Junyang Chen, Guoxuan Zou, Pan Zhou, Yirui Wu, Zhenghan Chen, Houcheng Su, Huan Wang, Zhiguo Gong
2024 J jnl
TFC: Transformer Fused Convolution for Adversarial Domain Adaptation.
IEEE Trans. Comput. Soc. Syst.
Mengzhu Wang, Junyang Chen, Ye Wang, Zhiguo Gong, Kaishun Wu, Victor C. M. Leung
2023 A* conf
A Closer Look at Classifier in Adversarial Domain Generalization.
ACM Multimedia
Ye Wang, Junyang Chen, Mengzhu Wang, Hao Li, Wei Wang, Houcheng Su, Zhihui Lai, Wei Wang, Zhenghan Chen
2023 J jnl
A Neural Inference of User Social Interest for Item Recommendation.
Data Sci. Eng.
Junyang Chen, Ziyi Chen, Mengzhu Wang, Ge Fan, Guo Zhong, Ou Liu, Wenfeng Du, Zhenghua Xu, Zhiguo Gong
2023 — conf
A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media.
DASFAA (2)
Junyang Chen, Ge Fan, Zhiguo Gong, Xueliang Li, Victor C. M. Leung, Mengzhu Wang, Ming Yang
2023 J jnl
Boosting unsupervised domain adaptation: A Fourier approach.
Knowl. Based Syst.
Mengzhu Wang, Shanshan Wang, Ye Wang, Wei Wang, Tianyi Liang, Junyang Chen, Zhigang Luo
2023 J jnl
Combatting Energy Issues for Mobile Applications.
ACM Trans. Softw. Eng. Methodol.
Xueliang Li, Junyang Chen, Yepang Liu, Kaishun Wu, John P. Gallagher
2023 A* conf
Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd.
ICDE
Haodi Zhang, Wenxi Huang, Zhenhan Su, Junyang Chen, Di Jiang, Lixin Fan, Chen Zhang, Defu Lian, Kaishun Wu
2023 J jnl
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation.
IEEE Trans. Comput. Soc. Syst.
Junyang Chen, Mengzhu Wang, Haodi Zhang, Zhenghua Xu, Xueliang Li, Zhiguo Gong, Kaishun Wu, Victor C. M. Leung
2023 J jnl
Improving Rating Prediction in Multi-Criteria Recommender Systems via a Collective Factor Model.
IEEE Trans. Netw. Sci. Eng.
Ge Fan, Chaoyun Zhang, Junyang Chen, Paul Li, Yingjie Li, Victor C. M. Leung
2023 A* conf
Interpolation Normalization for Contrast Domain Generalization.
ACM Multimedia
Mengzhu Wang, Junyang Chen, Huan Wang, Huisi Wu, Zhidan Liu, Qin Zhang
2023 Misc conf
MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation.
ICASSP
Xiangtao Wang, Ruizhi Wang, Biao Tian, Jiaojiao Zhang, Shuo Zhang, Junyang Chen, Thomas Lukasiewicz, Zhenghua Xu
2023 J jnl
MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation.
CoRR
Xiangtao Wang, Ruizhi Wang, Biao Tian, Jiaojiao Zhang, Shuo Zhang, Junyang Chen, Thomas Lukasiewicz, Zhenghua Xu
2023 Misc conf
Multi-Head Feature Pyramid Networks for Breast Mass Detection.
ICASSP
Hexiang Zhang, Zhenghua Xu, Dan Yao, Shuo Zhang, Junyang Chen, Thomas Lukasiewicz
2023 J jnl
Multi-Head Feature Pyramid Networks for Breast Mass Detection.
CoRR
Hexiang Zhang, Zhenghua Xu, Dan Yao, Shuo Zhang, Junyang Chen, Thomas Lukasiewicz
2023 Misc conf
MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report Generation.
ICASSP
Ruizhi Wang, Xiangtao Wang, Zhenghua Xu, Wenting Xu, Junyang Chen, Thomas Lukasiewicz
2023 J jnl
MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report Generation.
CoRR
Ruizhi Wang, Xiangtao Wang, Zhenghua Xu, Wenting Xu, Junyang Chen, Thomas Lukasiewicz
2023 — conf
NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
CVPR Workshops
Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Shijie Zhao, Xuhan Sheng, Yukang Ding, Ming Sun, Xing Wen, Dafeng Zhang, Jia Li, Fan Wang, Zheng Xie, Zongyao He, Zidian Qiu, Zilin Pan, Zhihao Zhan, Xingyuan Xian, Zhi Jin, Yuanbo Zhou, Wei Deng, Ruofeng Nie, Jiajun Zhang, Qinquan Gao, Tong Tong, Kexin Zhang, Junpei Zhang, Rui Peng, Yanbiao Ma, Licheng Jiao, Haoran Bai, Lingshun Kong, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Pu Cao, Tianrui Huang, Lu Yang, Qing Song, Bingxin Chen, Chunhua He, Meiyun Chen, Zijie Guo, Shaojuan Luo, Chengzhi Cao, Kunyu Wang, Fanrui Zhang, Qiang Zhang, Nancy Mehta, Subrahmanyam Murala, Akshay Dudhane, Yujin Wang, Lingen Li, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Junyang Chen, Hao Li, Yukai Shi, Zhijing Yang, Wenbin Zou, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan, Hongxia Gao, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Jingxiang Chen, Bo Yang, XiSheryl Zhang, Chenghua Li, Weijun Yuan, Zhan Li, Ruting Deng, Jintao Zeng, Pulkit Mahajan, Sahaj Mistry, Shreyas Chatterjee, Vinit Jakhetiya, Badri N. Subudhi, Sunil Prasad Jaiswal, Zhao Zhang, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Bo Wang, Gen Li, Aijin Li, Lei Sun, Ke Chen, Congling Tang, Yunzhe Li, Jun Chen, Yuan-Chun Chiang, Yi-Chung Chen, Zhi-Kai Huang, Hao-Hsiang Yang, I-Hsiang Chen, Sy-Yen Kuo, Yiheng Wang, Gang Zhu, Xingyi Yang, Songhua Liu, Yongcheng Jing, Xingyu Hu, Jianwen Song, Changming Sun, Arcot Sowmya, Seung Ho Park, Xiaoyan Lei, Jingchao Wang, Chenbo Zhai, Yufei Zhang, Weifeng Cao, Wenlong Zhang
2023 J jnl
Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing.
Comput. Biol. Medicine
Di Yuan, Yunxin Liu, Zhenghua Xu, Yuefu Zhan, Junyang Chen, Thomas Lukasiewicz
2023 J jnl
ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning.
CoRR
Jingcai Guo, Qihua Zhou, Ruibing Li, Xiaocheng Lu, Ziming Liu, Junyang Chen, Xin Xie, Jie Zhang
2023 A* conf
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception.
NeurIPS
Cong Wang, Jinshan Pan, Wei Wang, Jiangxin Dong, Mengzhu Wang, Yakun Ju, Junyang Chen
2023 J jnl
Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst.
Wei Wang, Haojie Li, Zhengming Ding, Feiping Nie, Junyang Chen, Xiao Dong, Zhihui Wang
2023 A* conf
Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network.
ACM Multimedia
Junyang Chen, Jialong Wang, Zhijiang Dai, Huisi Wu, Mengzhu Wang, Qin Zhang, Huan Wang
2022 J jnl
A Simple Yet Effective Layered Loss for Pre-Training of Network Embedding.
IEEE Trans. Netw. Sci. Eng.
Junyang Chen, Xueliang Li, Yuanman Li, Paul Li, Mengzhu Wang, Xiang Zhang, Zhiguo Gong, Kaishun Wu, Victor C. M. Leung
2022 J jnl
Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs.
IEEE Trans. Neural Networks Learn. Syst.
Junyang Chen, Zhiguo Gong, Wei Wang, Cong Wang, Zhenghua Xu, Jianming Lv, Xueliang Li, Kaishun Wu, Weiwen Liu
2022 Misc conf
Attention-based Adversarial Partial Domain Adaptation.
ICASSP
Mengzhu Wang, Shan An, Xiao Luo, Xiong Peng, Wei Yu, Junyang Chen, Zhigang Luo
2022 J jnl
Attentive differential convolutional neural networks for crowd flow prediction.
Knowl. Based Syst.
Jiqian Mo, Zhiguo Gong, Junyang Chen
2022 J jnl
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings.
IEEE Trans. Neural Networks Learn. Syst.
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Xiao Dong
2022 J jnl
DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer.
CoRR
Hao Li, Zhijing Yang, Xiaobin Hong, Ziying Zhao, Junyang Chen, Yukai Shi, Jinshan Pan
2022 J jnl
DnSwin: Toward real-world denoising via a continuous Wavelet Sliding Transformer.
Knowl. Based Syst.
Hao Li, Zhijing Yang, Xiaobin Hong, Ziying Zhao, Junyang Chen, Yukai Shi, Jinshan Pan
2022 A* conf
Field-aware Variational Autoencoders for Billion-scale User Representation Learning.
ICDE
Ge Fan, Chaoyun Zhang, Junyang Chen, Baopu Li, Zenglin Xu, Yingjie Li, Luyu Peng, Zhiguo Gong
2022 J jnl
Hybrid Reinforced Medical Report Generation with M-Linear Attention and Repetition Penalty.
CoRR
Wenting Xu, Zhenghua Xu, Junyang Chen, Chang Qi, Thomas Lukasiewicz
2022 J jnl
Informative pairs mining based adaptive metric learning for adversarial domain adaptation.
Neural Networks
Mengzhu Wang, Paul Li, Li Shen, Ye Wang, Shanshan Wang, Wei Wang, Xiang Zhang, Junyang Chen, Zhigang Luo
2022 A* conf
MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation.
ASE
Ge Fan, Chaoyun Zhang, Kai Wang, Junyang Chen
2022 J jnl
MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation.
CoRR
Ge Fan, Chaoyun Zhang, Kai Wang, Junyang Chen
2022 J jnl
Meta-Path Based Neighbors for Behavioral Target Generalization in Sequential Recommendation.
IEEE Trans. Netw. Sci. Eng.
Junyang Chen, Zhiguo Gong, Yuanman Li, Huanjian Zhang, Hongyong Yu, Junzhang Zhu, Ge Fan, Xiao-Ming Wu, Kaishun Wu
2022 — conf
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results.
CVPR Workshops
Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Liangyu Chen, Xiaojie Chu, Wenqing Yu, Kai Jin, Zeqiang Wei, Sha Guo, Angulia Yang, Xiuzhuang Zhou, Guodong Guo, Bin Dai, Feiyue Peng, Huaxin Xiao, Shen Yan, Yuxiang Liu, Hanxiao Cai, Pu Cao, Yang Nie, Lu Yang, Qing Song, Xiaotao Hu, Jun Xu, Mai Xu, Junpeng Jing, Xin Deng, Qunliang Xing, Minglang Qiao, Zhenyu Guan, Wenlong Guo, Chenxu Peng, Zan Chen, Junyang Chen, Hao Li, Junbin Chen, Weijie Li, Zhijing Yang, Gen Li, Aijin Li, Lei Sun, Dafeng Zhang, Shizhuo Liu, Jiangtao Zhang, Yanyun Qu, Hao-Hsiang Yang, Zhi-Kai Huang, Wei-Ting Chen, Hua-En Chang, Sy-Yen Kuo, Qiaohui Liang, Jianxin Lin, Yijun Wang, Lianying Yin, Rongju Zhang, Wei Zhao, Peng Xiao, Rongjian Xu, Zhilu Zhang, Wangmeng Zuo, Hansheng Guo, Guangwei Gao, Tieyong Zeng, Huicheng Pi, Shunli Zhang, Joohyeok Kim, HyeonA Kim, Eunpil Park, Jae-Young Sim, Jucai Zhai, Pengcheng Zeng, Yang Liu, Chihao Ma, Yulin Huang, Junying Chen
2022 A* conf
Realizing Emotional Interactions to Learn User Experience and Guide Energy Optimization for Mobile Architectures.
MICRO
Xueliang Li, Zhuobin Shi, Junyang Chen, Yepang Liu
2022 J jnl
Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion.
IEEE Trans. Comput. Soc. Syst.
Yuanman Li, Jiantao Zhou, Junyang Chen, Jinyu Tian, Li Dong, Xia Li
2022 J jnl
Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning.
IEEE Trans. Neural Networks Learn. Syst.
Junyang Chen, Zhiguo Gong, Jiqian Mo, Wei Wang, Wei Wang, Cong Wang, Xiao Dong, Weiwen Liu, Kaishun Wu
2022 J jnl
Single image rain removal using recurrent scale-guide networks.
Neurocomputing
Cong Wang, Honghe Zhu, Wanshu Fan, Xiao-Ming Wu, Junyang Chen
2022 A* conf
Using Psychophysics to Guide Power Adaptation for Input Methods on Mobile Architectures.
HPCA
Xueliang Li, Shicong Hong, Junyang Chen, Guihai Yan, Kaishun Wu
2022 J jnl
ω-net: Dual supervised medical image segmentation with multi-dimensional self-attention and diversely-connected multi-scale convolution.
Neurocomputing
Zhenghua Xu, Shijie Liu, Di Yuan, Lei Wang, Junyang Chen, Thomas Lukasiewicz, Zhigang Fu, Rui Zhang
2021 J jnl
A Multi-graph Convolutional Network Framework for Tourist Flow Prediction.
ACM Trans. Internet Techn.
Wei Wang, Junyang Chen, Yushu Zhang, Zhiguo Gong, Neeraj Kumar, Wei Wei
2021 J jnl
A Unified Joint Maximum Mean Discrepancy for Domain Adaptation.
CoRR
Wei Wang, Baopu Li, Shuhui Yang, Jing Sun, Zhengming Ding, Junyang Chen, Xiao Dong, Zhihui Wang, Haojie Li
2021 Misc conf
Dense Feature Pyramid Grids Network for Single Image Deraining.
ICASSP
Zhen Wang, Cong Wang, Zhixun Su, Junyang Chen
2021 J jnl
HNS: Hierarchical negative sampling for network representation learning.
Inf. Sci.
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu
2021 J jnl
TAM: Targeted Analysis Model With Reinforcement Learning on Short Texts.
IEEE Trans. Neural Networks Learn. Syst.
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Ming Yang, Cong Wang
2020 J jnl
A Dirichlet process biterm-based mixture model for short text stream clustering.
Appl. Intell.
Junyang Chen, Zhiguo Gong, Weiwen Liu
2020 A conf
Adversarial Learning for Overlapping Community Detection and Network Embedding.
ECAI
Junyang Chen, Zhiguo Gong, Quanyu Dai, Chunyuan Yuan, Weiwen Liu
2020 A* conf
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal.
ACM Multimedia
Cong Wang, Xiaoying Xing, Yutong Wu, Zhixun Su, Junyang Chen
2020 J jnl
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal.
CoRR
Cong Wang, Xiaoying Xing, Zhixun Su, Junyang Chen
2020 J jnl
Efficient Medical Image Segmentation with Intermediate Supervision Mechanism.
CoRR
Di Yuan, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu, Guizhi Xu
2020 A* conf
Exploiting Heterogeneous Artist and Listener Preference Graph for Music Genre Classification.
ACM Multimedia
Chunyuan Yuan, Qianwen Ma, Junyang Chen, Wei Zhou, Xiaodan Zhang, Xuehai Tang, Jizhong Han, Songlin Hu
2020 J jnl
Geography-Aware Inductive Matrix Completion for Personalized Point-of-Interest Recommendation in Smart Cities.
IEEE Internet Things J.
Wei Wang, Junyang Chen, Jinzhong Wang, Junxin Chen, Zhiguo Gong
2020 — conf
Inductive Document Representation Learning for Short Text Clustering.
ECML/PKDD (3)
Junyang Chen, Zhiguo Gong, Wei Wang, Xiao Dong, Wei Wang, Weiwen Liu, Cong Wang, Xian Chen
2020 A* conf
Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network.
ACM Multimedia
Cong Wang, Yutong Wu, Zhixun Su, Junyang Chen
2020 J jnl
Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network.
CoRR
Cong Wang, Yutong Wu, Zhixun Su, Junyang Chen
2020 — conf
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results.
CVPR Workshops
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou
2020 J jnl
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results.
CoRR
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou
2020 A conf
Personalized Re-ranking with Item Relationships for E-commerce.
CIKM
Weiwen Liu, Qing Liu, Ruiming Tang, Junyang Chen, Xiuqiang He, Pheng-Ann Heng
2020 J jnl
SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images.
CoRR
Chang Qi, Junyang Chen, Guizhi Xu, Zhenghua Xu, Thomas Lukasiewicz, Yang Liu
2020 — conf
Scientific Collaboration Sustainability Prediction Based on H-index Reciprocity.
WWW (Companion Volume)
Wei Wang, Junyang Chen, Weiwei Sun, Zhiguo Gong
2020 J jnl
Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation.
IEEE Trans. Ind. Informatics
Wei Wang, Junyang Chen, Jinzhong Wang, Junxin Chen, Jinquan Liu, Zhiguo Gong
2020 J jnl
w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution.
CoRR
Bo Wang, Lei Wang, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu
2019 J jnl
A nonparametric model for online topic discovery with word embeddings.
Inf. Sci.
Junyang Chen, Zhiguo Gong, Weiwen Liu