Jinpeng Chen

According to our database, Jinpeng Chen authored at least 62 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

M4Rec: Multi-Modal Knowledge Graph Modeling of Multi-Dimensional User Preferences for Next-POI Recommendation.

Jinpeng Chen, Fan Zhang, Huan Li, Hua Lu, Kaimin Wei, Senzhang Wang, Christian S. Jensen

IEEE Trans. Knowl. Data Eng., June, 2026

See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs.

Yicheng Ji, Jun Zhang, Jinpeng Chen, Cong Wang, Lidan Shou, Gang Chen, Huan Li

CoRR, April, 2026

Medical Image Privacy in Federated Learning: Segmentation-Reorganization and Sparsified Gradient Matching Attacks.

Kaimin Wei, Jin Qian, Chengkun Jia, Jinpeng Chen, Jilian Zhang, Yongdong Wu, Jinyu Zhu, Yuhan Guo

IEEE J. Biomed. Health Informatics, February, 2026

Enhancing Explainable Sequential Recommendation With Disentangled Representations and Auxiliary Review Explanations.

Jinpeng Chen, Huachen Guan, Hongbo Gao, Huan Li, Zhenye Yang, Fan Zhang, Kaimin Wei, Feifei Kou, Xindong Wu

IEEE Trans. Comput. Soc. Syst., February, 2026

Adapt-MDRL: An Adaptive Multiagent Deep Reinforcement Learning Framework for Dynamic UAV Crowdsensing.

Xiaohui Chen, Kaimin Wei, Jinpeng Chen

IEEE Trans. Aerosp. Electron. Syst., 2026

Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation.

Jinpeng Chen, Jianxiang He, Yuan Cao, Huan Li, Zhenye Yang, Kaimin Wei, Xiongnan Jin, Senzhang Wang, Weiping Tu

Proceedings of the ACM Web Conference 2026, 2026

DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation.

Fan Zhang, Jinpeng Chen, Tao Wang, Huan Li, Senzhang Wang, Feifei Kou, Ye Ji, Kaimin Wei, Zhenye Yang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Stable Task Allocation in Mobile Crowdsensing: An Interruption-Driven Approach.

Kaimin Wei, Guozi Qi, Lin Cui, Jinpeng Chen, Xiaohui Chen, Ke Xu

IEEE Trans. Netw. Serv. Manag., December, 2025

Driving Risk Assessment for Intelligent Vehicles Based on Entropy-Informed Graph Neural Networks and Gaussian Distributions.

Hongbo Gao, Chengbo Wang, Runda Niu, Xiaozhao Fang, Jinpeng Chen, Yining Sun, Huiqing Jin, Danwei Wang

IEEE Trans. Neural Networks Learn. Syst., September, 2025

Adaptive graph diffusion networks: compact and expressive GNNs with large receptive fields.

Chuxiong Sun, Muhan Zhang, Jie Hu, Hongming Gu, Jinpeng Chen, Mingchuan Yang

Artif. Intell. Rev., April, 2025

Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced Training.

Chuxiong Sun, Jie Hu, Hongming Gu, Jinpeng Chen, Wei Liang, Mingchuan Yang

Pattern Recognit., 2025

Privacy-Preserving Multitask Online Matching in Mobile Crowdsensing: A Snapshot-Based Approach.

Kaimin Wei, Shiting Zhao, Jinpeng Chen, Tingrui Pei, Dezhi Sun

IEEE Internet Things J., 2025

PD-DRL: Towards privacy-preserving and energy-sustainable UAV crowdsensing.

Xiaohui Chen, Kaimin Wei, Jinpeng Chen, Yongdong Wu

Internet Things, 2025

Dual-view collaboration fusion on diffusion learning for bundle recommendation.

Jinpeng Chen, Jinqing Wang, Fan Zhang, Yuan Cao, Kaimin Wei, Liwei Huang, Haoran Zhu, Feifei Kou, Hongben Huang

Inf. Fusion, 2025

IDBR: Interaction-Aware Dual-Granularity Learning for Bundle Recommendation.

Jinqing Wang, Yuan Cao, Fan Zhang, Feifei Kou, Kaimin Wei, Jinghui Zhang, Jinpeng Chen

Big Data Min. Anal., 2025

Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation.

Jinpeng Chen, Jianxiang He, Huan Li, Senzhang Wang, Yuan Cao, Kaimin Wei, Zhenye Yang, Ye Ji

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization.

Yichen Yan, Ming Zhong, Qi Zhu, Xiaoling Gu, Jinpeng Chen, Huan Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation.

Fan Zhang, Jinpeng Chen, Huan Li, Senzhang Wang, Yuan Cao, Kaimin Wei, Jianxiang He, Feifei Kou, Jinqing Wang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Heterogeneous Graph-Based Sequential Recommendation with Disentangled Methods.

Jinpeng Chen, Huachen Guan, Fan Zhang, Zhenye Yang, Jianxiang He, Hongbo Gao, Kaimin Wei

Proceedings of the IEEE International Conference on Data Mining, 2025

SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning.

Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation.

Zhenye Yang, Jinpeng Chen, Huan Li, Xiongnan Jin, Xuanyang Li, Junwei Zhang, Hongbo Gao, Kaimin Wei, Senzhang Wang

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models.

Xiongnan Jin, Zhilin Wang, Jinpeng Chen, Liu Yang, Byungkook Oh, Seung-won Hwang, Jianqiang Li

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection.

Weihong Bi, Feifei Kou, Lei Shi, Yawen Li, Haisheng Li, Jinpeng Chen, Mingying Xu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Aggregation-based dual heterogeneous task allocation in spatial crowdsourcing.

Xiaochuan Lin, Kaimin Wei, Zhetao Li, Jinpeng Chen, Tingrui Pei

Frontiers Comput. Sci., December, 2024

CRAS: cross-domain recommendation via aspect-level sentiment extraction.

Fan Zhang, Yaoyao Zhou, Pengfei Sun, Yi Xu, Wanjiang Han, Hongben Huang, Jinpeng Chen

Knowl. Inf. Syst., September, 2024

Group Task Recommendation in Mobile Crowdsensing: An Attention-Based Neural Collaborative Approach.

Kaimin Wei, Guozi Qi, Zhetao Li, Song Guo, Jinpeng Chen

IEEE Trans. Mob. Comput., August, 2024

EMPNet: An extract-map-predict neural network architecture for cross-domain recommendation.

Jinpeng Chen, Fan Zhang, Huan Li, Hua Lu, Xiongnan Jin, Kuien Liu, Hongjun Li, Yongheng Wang

World Wide Web (WWW), March, 2024

SR-HetGNN: session-based recommendation with heterogeneous graph neural network.

Jinpeng Chen, Haiyang Li, Xudong Zhang, Fan Zhang, Senzhang Wang, Kaimin Wei, Jiaqi Ji

Knowl. Inf. Syst., February, 2024

GI-SMN: Gradient Inversion Attack Against Federated Learning Without Prior Knowledge.

Jin Qian, Kaimin Wei, Yongdong Wu, Jilian Zhang, Jinpeng Chen, Huan Bao

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation.

Jinpeng Chen, Huachen Guan, Huan Li, Fan Zhang, Liwei Huang, Guangyao Pang, Xiongnan Jin

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

From Black-box to Label-only: a Plug-and-Play Attack Network for Model Inversion.

Huan Bao, Kaimin Wei, Yao Chen, Hanting Hou, Jinpeng Chen, Yongdong Wu

Proceedings of the 35th British Machine Vision Conference, 2024

2023

FePN: A robust feature purification network to defend against adversarial examples.

Dongliang Cao, Kaimin Wei, Yongdong Wu, Jilian Zhang, Bingwen Feng, Jinpeng Chen

Comput. Secur., November, 2023

SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation.

Yuan Cao, Xudong Zhang, Fan Zhang, Feifei Kou, Josiah Poon, Xiongnan Jin, Yongheng Wang, Jinpeng Chen

CoRR, 2023

Mandari: Multi-Modal Temporal Knowledge Graph-aware Sub-graph Embedding for Next-POI Recommendation.

Xiaoqian Liu, Xiuyun Li, Yuan Cao, Fan Zhang, Xiongnan Jin, Jinpeng Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

Automatic Tagging by Leveraging Visual and Annotated Features in Social Media.

Jinpeng Chen, Pinguang Ying, Xiangling Fu, Xiaopeng Luo, Hao Guan, Kaimin Wei

IEEE Trans. Multim., 2022

A Survey of Sparse Mobile Crowdsensing: Developments and Opportunities.

Shiting Zhao, Guozi Qi, Tengjiao He, Jinpeng Chen, Zhiquan Liu, Kaimin Wei

IEEE Open J. Comput. Soc., 2022

High-Performance UAV Crowdsensing: A Deep Reinforcement Learning Approach.

Kaimin Wei, Kai Huang, Yongdong Wu, Zhetao Li, Hongliang He, Jilian Zhang, Jinpeng Chen, Song Guo

IEEE Internet Things J., 2022

Cancer classification with data augmentation based on generative adversarial networks.

Kaimin Wei, Tianqi Li, Feiran Huang, Jinpeng Chen, Zefan He

Frontiers Comput. Sci., 2022

Sequential Intention-aware Recommender based on User Interaction Graph.

Jinpeng Chen, Yuan Cao, Fan Zhang, Pengfei Sun, Kaimin Wei

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

UCL-AST: Active Self-Training with Uncertainty-Aware Clouded Logits for Few-Shot Text Classification.

Yi Xu, Jie Hu, Zhiqiao Gao, Jinpeng Chen

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Nearest Neighbor Classifier with Margin Penalty for Active Learning.

Yuan Cao, Zhiqiao Gao, Jie Hu, Mingchuan Yang, Jinpeng Chen

Proceedings of the Neural Information Processing - 29th International Conference, 2022

NOMABER: A Novel Framework for Multi-Type Abnormal Behaviour Recognition.

Ao Wang, Yongchen Yao, Yuhan Yao, Jinpeng Chen

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Session-based Recommendation with Heterogeneous Graph Neural Network.

Jinpeng Chen, Haiyang Li, Fan Zhang, Senzhang Wang, Kaimin Wei

CoRR, 2021

CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA.

Yutao Chen, Yuxuan Zhang, Zhongrui Huang, Zhenyao Luo, Jinpeng Chen

Proceedings of the Knowledge Science, Engineering and Management, 2021

2020

DL-IDS: Extracting Features Using CNN-LSTM Hybrid Network for Intrusion Detection System.

Pengfei Sun, Pengju Liu, Qi Li, Chenxi Liu, Xiangling Lu, Ruochen Hao, Jinpeng Chen

Secur. Commun. Networks, 2020

Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks.

Xiangling Fu, Tianxiong Ouyang, Jinpeng Chen, Xiaopeng Luo

Inf. Process. Manag., 2020

2019

Improving music recommendation by incorporating social influence.

Jinpeng Chen, Pinguang Ying, Ming Zou

Multim. Tools Appl., 2019

Attribute-Sentiment Pair Correlation Model Based on Online User Reviews.

Xiangling Fu, Ji Wu, Jinpeng Chen, Shaohui Liu

J. Sensors, 2019

A Sentiment-Aware Trading Volume Prediction Model for P2P Market Using LSTM.

Xiangling Fu, Shuai Zhang, Jinpeng Chen, Tianxiong Ouyang, Ji Wu

IEEE Access, 2019

2018

Exploiting Spatial and Temporal for Point of Interest Recommendation.

Jinpeng Chen, Wen Zhang, Pei Zhang, Pinguang Ying, Kun Niu, Ming Zou

Complex., 2018

Inferring tag co-occurrence relationship across heterogeneous social networks.

Jinpeng Chen, Yu Liu, Guang Yang, Ming Zou

Appl. Soft Comput., 2018

2017

User emotion for modeling retweeting behaviors.

Jinpeng Chen, Yu Liu, Ming Zou

Neural Networks, 2017

Crowdsourcing Based Evaluation of Ranking Approaches for Spatial Keyword Querying.

Jinpeng Chen, Hua Lu, Ilkcan Keles, Christian S. Jensen

Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

2016

Home location profiling for users in social media.

Jinpeng Chen, Yu Liu, Ming Zou

Inf. Manag., 2016

Dynamic group recommendation with modified collaborative filtering and temporal factor.

Jinpeng Chen, Yu Liu, Deyi Li

Int. Arab J. Inf. Technol., 2016

Facial Age Estimation with Images in the Wild.

Ming Zou, Jianwei Niu, Jinpeng Chen, Yu Liu, Xiaoke Zhao

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

2015

Enhancing Recommender Diversity Using Gaussian Cloud Transformation.

Jinpeng Chen, Yu Liu, Deyi Li

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015

2014

Face recognition based on data field.

Xuejun Cao, Zhenyu Wu, Jinpeng Chen, Ming Zou

Proceedings of the International Conference on Audio, 2014

From tie strength to function: Home location estimation in social network.

Jinpeng Chen, Yu Liu, Ming Zou

Proceedings of the IEEE Computers, 2014

2013

Recommending Interesting Landmarks Based on Geo-tags from Photo Sharing Sites.

Jinpeng Chen, Zhenyu Wu, Hongbo Gao, Changjie Zhang, Xuejun Cao, Deyi Li

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

A Novel Framework for Improving Recommender Diversity.

Jinpeng Chen, Yu Liu, Jun Hu, Wei He, Deyi Li

Proceedings of the Behavior and Social Computing, 2013

Tag Co-occurrence Relationship Prediction in Heterogeneous Information Networks.

Jinpeng Chen, Hongbo Gao, Zhenyu Wu, Deyi Li

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013