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• unicode name:陈晋鹏
• affiliation:Beijing University of Posts and Telecommunications, School of Computer Science (National Pilot Software Engineering School), China
• affiliation (PhD 2016):Beihang University, School of Computer Science and Engineering, State Key Laboratory of Software Development Environment, Beijing, China

• Jinpeng Chen —disambiguation page
• Jinpeng Chen0002 — China Three Gorges University, College of Computer and Information Technology, Yichang, China
• Jinpeng Chen0003 — City University of Hong Kong, Department of Computer Science, Hong Kong

• JinPeng Chen

• 2026
• 
  [j30]
  Kaimin Wei,Jin Qian,Chengkun Jia,Jinpeng Chen,Jilian Zhang,Yongdong Wu,Jinyu Zhu,Yuhan Guo:
  Medical Image Privacy in Federated Learning: Segmentation-Reorganization and Sparsified Gradient Matching Attacks.IEEE J. Biomed. Health Informatics30(2):1443-1451 (2026)
• 2025
• 
  [j29]
  Chuxiong Sun,Muhan Zhang,Jie Hu,Hongming Gu,Jinpeng Chen,Mingchuan Yang:
  Adaptive graph diffusion networks: compact and expressive GNNs with large receptive fields.Artif. Intell. Rev.58(4):107 (2025)
• 
  [j28]
  Jinqing Wang,Yuan Cao,Fan Zhang,Feifei Kou,Kaimin Wei,Jinghui Zhang,Jinpeng Chen:
  IDBR: Interaction-Aware Dual-Granularity Learning for Bundle Recommendation.Big Data Min. Anal.8(3):751-766 (2025)
• 
  [j27]
  Jinpeng Chen,Jinqing Wang,Fan Zhang,Yuan Cao,Kaimin Wei,Liwei Huang,Haoran Zhu,Feifei Kou,Hongben Huang:
  Dual-view collaboration fusion on diffusion learning for bundle recommendation.Inf. Fusion122:103154 (2025)
• 
  [j26]
  Xiaohui Chen,Kaimin Wei,Jinpeng Chen,Yongdong Wu:
  PD-DRL: Towards privacy-preserving and energy-sustainable UAV crowdsensing.Internet Things30:101520 (2025)
• 
  [j25]
  Kaimin Wei,Shiting Zhao,Jinpeng Chen,Tingrui Pei,Dezhi Sun:
  Privacy-Preserving Multitask Online Matching in Mobile Crowdsensing: A Snapshot-Based Approach.IEEE Internet Things J.12(15):30891-30900 (2025)
• 
  [j24]
  Chuxiong Sun,Jie Hu,Hongming Gu,Jinpeng Chen,Wei Liang,Mingchuan Yang:
  Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced Training.Pattern Recognit.160:111210 (2025)
• 
  [j23]
  Hongbo Gao,Chengbo Wang,Runda Niu,Xiaozhao Fang,Jinpeng Chen,Yining Sun,Huiqing Jin,Danwei Wang:
  Driving Risk Assessment for Intelligent Vehicles Based on Entropy-Informed Graph Neural Networks and Gaussian Distributions.IEEE Trans. Neural Networks Learn. Syst.36(9):16478-16491 (2025)
• 
  [j22]
  Kaimin Wei,Guozi Qi,Lin Cui,Jinpeng Chen,Xiaohui Chen,Ke Xu:
  Stable Task Allocation in Mobile Crowdsensing: An Interruption-Driven Approach.IEEE Trans. Netw. Serv. Manag.22(6):6190-6199 (2025)
• 
  [c22]
  Xiongnan Jin,Zhilin Wang,Jinpeng Chen,Liu Yang,Byungkook Oh,Seung-won Hwang,Jianqiang Li:
  HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models.AAAI2025:11888-11896
• 
  [c21]
  Weihong Bi,Feifei Kou,Lei Shi,Yawen Li,Haisheng Li,Jinpeng Chen,Mingying Xu:
  Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection.AAAI2025:23487-23495
• 
  [c20]
  Zhenye Yang,Jinpeng Chen,Huan Li,Xiongnan Jin,Xuanyang Li,Junwei Zhang,Hongbo Gao,Kaimin Wei,Senzhang Wang:
  STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation.CIKM2025:3824-3833
• 
  [c19]
  Yicheng Ji,Jun Zhang,Heming Xia,Jinpeng Chen,Lidan Shou,Gang Chen,Huan Li:
  SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning.EMNLP2025:7205-7219
• 
  [c18]
  Fan Zhang,Jinpeng Chen,Huan Li,Senzhang Wang,Yuan Cao,Kaimin Wei,Jianxiang He,Feifei Kou,Jinqing Wang:
  Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation.ACM Multimedia2025:6451-6460
• 
  [c17]
  Jinpeng Chen,Jianxiang He,Huan Li,Senzhang Wang,Yuan Cao,Kaimin Wei,Zhenye Yang,Ye Ji:
  Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation.SIGIR2025:1655-1665
• 
  [i7]
  Fan Zhang,Jinpeng Chen,Huan Li,Senzhang Wang,Yuan Cao,Kaimin Wei,Jianxiang He,Feifei Kou,Jinqing Wang:
  Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation.CoRRabs/2507.04000 (2025)
• 
  [i6]
  Jinpeng Chen,Jianxiang He,Huan Li,Senzhang Wang,Yuan Cao,Kaimin Wei,Zhenye Yang,Ye Ji:
  Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation.CoRRabs/2507.04623 (2025)
• 
  [i5]
  Zhenye Yang,Jinpeng Chen,Huan Li,Xiongnan Jin,Xuanyang Li,Junwei Zhang,Hongbo Gao,Kaimin Wei,Senzhang Wang:
  STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation.CoRRabs/2508.10669 (2025)
• 
  [i4]
  Yicheng Ji,Jun Zhang,Heming Xia,Jinpeng Chen,Lidan Shou,Gang Chen,Huan Li:
  SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning.CoRRabs/2508.16201 (2025)
• 2024
• 
  [j21]
  Xiaochuan Lin,Kaimin Wei,Zhetao Li,Jinpeng Chen,Tingrui Pei:
  Aggregation-based dual heterogeneous task allocation in spatial crowdsourcing.Frontiers Comput. Sci.18(6):186605 (2024)
• 
  [j20]
  Jinpeng Chen,Haiyang Li,Xudong Zhang,Fan Zhang,Senzhang Wang,Kaimin Wei,Jiaqi Ji:
  SR-HetGNN: session-based recommendation with heterogeneous graph neural network.Knowl. Inf. Syst.66(2):1111-1134 (2024)
• 
  [j19]
  Fan Zhang,Yaoyao Zhou,Pengfei Sun,Yi Xu,Wanjiang Han,Hongben Huang,Jinpeng Chen:
  CRAS: cross-domain recommendation via aspect-level sentiment extraction.Knowl. Inf. Syst.66(9):5459-5477 (2024)
• 
  [j18]
  Kaimin Wei,Guozi Qi,Zhetao Li,Song Guo,Jinpeng Chen:
  Group Task Recommendation in Mobile Crowdsensing: An Attention-Based Neural Collaborative Approach.IEEE Trans. Mob. Comput.23(8):8066-8076 (2024)
• 
  [j17]
  Jinpeng Chen,Fan Zhang,Huan Li,Hua Lu,Xiongnan Jin,Kuien Liu,Hongjun Li,Yongheng Wang:
  EMPNet: An extract-map-predict neural network architecture for cross-domain recommendation.World Wide Web (WWW)27(2):12 (2024)
• 
  [c16]
  Huan Bao,Kaimin Wei,Yao Chen,Hanting Hou,Jinpeng Chen,Yongdong Wu:
  From Black-box to Label-only: a Plug-and-Play Attack Network for Model Inversion.BMVC2024
• 
  [c15]
  Jinpeng Chen,Huachen Guan,Huan Li,Fan Zhang,Liwei Huang,Guangyao Pang,Xiongnan Jin:
  PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation.CIKM2024:249-258
• 
  [c14]
  Jin Qian,Kaimin Wei,Yongdong Wu,Jilian Zhang,Jinpeng Chen,Huan Bao:
  GI-SMN: Gradient Inversion Attack Against Federated Learning Without Prior Knowledge.ICIC (8)2024:439-448
• 2023
• 
  [j16]
  Dongliang Cao,Kaimin Wei,Yongdong Wu,Jilian Zhang,Bingwen Feng,Jinpeng Chen:
  FePN: A robust feature purification network to defend against adversarial examples.Comput. Secur.134:103427 (2023)
• 
  [c13]
  Xiaoqian Liu,Xiuyun Li,Yuan Cao,Fan Zhang,Xiongnan Jin,Jinpeng Chen:
  Mandari: Multi-Modal Temporal Knowledge Graph-aware Sub-graph Embedding for Next-POI Recommendation.ICME2023:1529-1534
• 
  [i3]
  Yuan Cao,Xudong Zhang,Fan Zhang,Feifei Kou,Josiah Poon,Xiongnan Jin,Yongheng Wang,Jinpeng Chen:
  SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation.CoRRabs/2302.03997 (2023)
• 2022
• 
  [j15]
  Kaimin Wei,Tianqi Li,Feiran Huang,Jinpeng Chen,Zefan He:
  Cancer classification with data augmentation based on generative adversarial networks.Frontiers Comput. Sci.16(2):162601 (2022)
• 
  [j14]
  Kaimin Wei,Kai Huang,Yongdong Wu,Zhetao Li,Hongliang He,Jilian Zhang,Jinpeng Chen,Song Guo:
  High-Performance UAV Crowdsensing: A Deep Reinforcement Learning Approach.IEEE Internet Things J.9(19):18487-18499 (2022)
• 
  [j13]
  Shiting Zhao,Guozi Qi,Tengjiao He,Jinpeng Chen,Zhiquan Liu,Kaimin Wei:
  A Survey of Sparse Mobile Crowdsensing: Developments and Opportunities.IEEE Open J. Comput. Soc.3:73-85 (2022)
• 
  [j12]
  Jinpeng Chen,Pinguang Ying,Xiangling Fu,Xiaopeng Luo,Hao Guan,Kaimin Wei:
  Automatic Tagging by Leveraging Visual and Annotated Features in Social Media.IEEE Trans. Multim.24:2218-2229 (2022)
• 
  [c12]
  Ao Wang,Yongchen Yao,Yuhan Yao,Jinpeng Chen:
  NOMABER: A Novel Framework for Multi-Type Abnormal Behaviour Recognition.IEEE Big Data2022:6084-6091
• 
  [c11]
  Yuan Cao,Zhiqiao Gao,Jie Hu,Mingchuan Yang,Jinpeng Chen:
  Nearest Neighbor Classifier with Margin Penalty for Active Learning.ICONIP (1)2022:379-392
• 
  [c10]
  Yi Xu,Jie Hu,Zhiqiao Gao,Jinpeng Chen:
  UCL-AST: Active Self-Training with Uncertainty-Aware Clouded Logits for Few-Shot Text Classification.ICTAI2022:1390-1395
• 
  [c9]
  Jinpeng Chen,Yuan Cao,Fan Zhang,Pengfei Sun,Kaimin Wei:
  Sequential Intention-aware Recommender based on User Interaction Graph.ICMR2022:118-126
• 2021
• 
  [c8]
  Yutao Chen,Yuxuan Zhang,Zhongrui Huang,Zhenyao Luo,Jinpeng Chen:
  CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA.KSEM2021:323-336
• 
  [i2]
  Yutao Chen,Yuxuan Zhang,Zhongrui Huang,Zhenyao Luo,Jinpeng Chen:
  CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation based on CelebA.CoRRabs/2104.06885 (2021)
• 
  [i1]
  Jinpeng Chen,Haiyang Li,Fan Zhang,Senzhang Wang,Kaimin Wei:
  Session-based Recommendation with Heterogeneous Graph Neural Network.CoRRabs/2108.05641 (2021)
• 2020
• 
  [j11]
  Xiangling Fu,Tianxiong Ouyang,Jinpeng Chen,Xiaopeng Luo:
  Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks.Inf. Process. Manag.57(4):102236 (2020)
• 
  [j10]
  Pengfei Sun,Pengju Liu,Qi Li,Chenxi Liu,Xiangling Lu,Ruochen Hao,Jinpeng Chen:
  DL-IDS: Extracting Features Using CNN-LSTM Hybrid Network for Intrusion Detection System.Secur. Commun. Networks2020:8890306:1-8890306:11 (2020)

• 2019
• 
  [j9]
  Xiangling Fu,Shuai Zhang,Jinpeng Chen,Tianxiong Ouyang,Ji Wu:
  A Sentiment-Aware Trading Volume Prediction Model for P2P Market Using LSTM.IEEE Access7:81934-81944 (2019)
• 
  [j8]
  Xiangling Fu,Ji Wu,Jinpeng Chen,Shaohui Liu:
  Attribute-Sentiment Pair Correlation Model Based on Online User Reviews.J. Sensors2019:2456752:1-2456752:11 (2019)
• 
  [j7]
  Jinpeng Chen,Pinguang Ying,Ming Zou:
  Improving music recommendation by incorporating social influence.Multim. Tools Appl.78(3):2667-2687 (2019)
• 2018
• 
  [j6]
  Jinpeng Chen,Yu Liu,Guang Yang,Ming Zou:
  Inferring tag co-occurrence relationship across heterogeneous social networks.Appl. Soft Comput.66:512-524 (2018)
• 
  [j5]
  Jinpeng Chen,Wen Zhang,Pei Zhang,Pinguang Ying,Kun Niu,Ming Zou:
  Exploiting Spatial and Temporal for Point of Interest Recommendation.Complex.2018:6928605:1-6928605:16 (2018)
• 2017
• 
  [j4]
  Jinpeng Chen,Yu Liu,Ming Zou:
  User emotion for modeling retweeting behaviors.Neural Networks96:11-21 (2017)
• 
  [c7]
  Jinpeng Chen,Hua Lu,Ilkcan Keles,Christian S. Jensen:
  Crowdsourcing Based Evaluation of Ranking Approaches for Spatial Keyword Querying.MDM2017:62-71
• 2016
• 
  [j3]
  Jinpeng Chen,Yu Liu,Deyi Li:
  Dynamic group recommendation with modified collaborative filtering and temporal factor.Int. Arab J. Inf. Technol.13(2):294-301 (2016)
• 
  [j2]
  Jinpeng Chen,Yu Liu,Ming Zou:
  Home location profiling for users in social media.Inf. Manag.53(1):135-143 (2016)
• 
  [c6]
  Ming Zou,Jianwei Niu,Jinpeng Chen,Yu Liu,Xiaoke Zhao:
  Facial Age Estimation with Images in the Wild.MMM (1)2016:454-465
• 2015
• 
  [j1]
  Jinpeng Chen,Yu Liu,Deyi Li:
  Enhancing Recommender Diversity Using Gaussian Cloud Transformation.Int. J. Uncertain. Fuzziness Knowl. Based Syst.23(4):521-544 (2015)
• 2014
• 
  [c5]
  Jinpeng Chen,Yu Liu,Ming Zou:
  From tie strength to function: Home location estimation in social network.ComComAP2014:67-71
• 
  [c4]
  Xuejun Cao,Zhenyu Wu,Jinpeng Chen,Ming Zou:
  Face recognition based on data field.ICAILP2014:496-500
• 2013
• 
  [c3]
  Jinpeng Chen,Hongbo Gao,Zhenyu Wu,Deyi Li:
  Tag Co-occurrence Relationship Prediction in Heterogeneous Information Networks.ICPADS2013:528-533
• 
  [c2]
  Jinpeng Chen,Yu Liu,Jun Hu,Wei He,Deyi Li:
  A Novel Framework for Improving Recommender Diversity.BSI@PAKDD/BSIC@IJCAI2013:129-138
• 
  [c1]
  Jinpeng Chen,Zhenyu Wu,Hongbo Gao,Changjie Zhang,Xuejun Cao,Deyi Li:
  Recommending Interesting Landmarks Based on Geo-tags from Photo Sharing Sites.WISE (2)2013:151-159

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