Jinpeng Chen

63 papers A* 8A 4B 5C 1Journal 38Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation.
AAAI
Fan Zhang, Jinpeng Chen, Tao Wang, Huan Li, Senzhang Wang, Feifei Kou, Ye Ji, Kaimin Wei, Zhenye Yang
2026 J jnl
Enhancing Explainable Sequential Recommendation With Disentangled Representations and Auxiliary Review Explanations.
IEEE Trans. Comput. Soc. Syst.
Jinpeng Chen, Huachen Guan, Hongbo Gao, Huan Li, Zhenye Yang, Fan Zhang, Kaimin Wei, Feifei Kou, Xindong Wu
2026 J jnl
Medical Image Privacy in Federated Learning: Segmentation-Reorganization and Sparsified Gradient Matching Attacks.
IEEE J. Biomed. Health Informatics
Kaimin Wei, Jin Qian, Chengkun Jia, Jinpeng Chen, Jilian Zhang, Yongdong Wu, Jinyu Zhu, Yuhan Guo
2026 A* conf
Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation.
WWW
Jinpeng Chen, Jianxiang He, Yuan Cao, Huan Li, Zhenye Yang, Kaimin Wei, Xiongnan Jin, Senzhang Wang, Weiping Tu
2025 J jnl
Adaptive graph diffusion networks: compact and expressive GNNs with large receptive fields.
Artif. Intell. Rev.
Chuxiong Sun, Muhan Zhang, Jie Hu, Hongming Gu, Jinpeng Chen, Mingchuan Yang
2025 J jnl
Driving Risk Assessment for Intelligent Vehicles Based on Entropy-Informed Graph Neural Networks and Gaussian Distributions.
IEEE Trans. Neural Networks Learn. Syst.
Hongbo Gao, Chengbo Wang, Runda Niu, Xiaozhao Fang, Jinpeng Chen, Yining Sun, Huiqing Jin, Danwei Wang
2025 J jnl
Dual-view collaboration fusion on diffusion learning for bundle recommendation.
Inf. Fusion
Jinpeng Chen, Jinqing Wang, Fan Zhang, Yuan Cao, Kaimin Wei, Liwei Huang, Haoran Zhu, Feifei Kou, Hongben Huang
2025 A* conf
HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models.
AAAI
Xiongnan Jin, Zhilin Wang, Jinpeng Chen, Liu Yang, Byungkook Oh, Seung-won Hwang, Jianqiang Li
2025 A* conf
Heterogeneous Graph-Based Sequential Recommendation with Disentangled Methods.
ICDM
Jinpeng Chen, Huachen Guan, Fan Zhang, Zhenye Yang, Jianxiang He, Hongbo Gao, Kaimin Wei
2025 A* conf
Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation.
SIGIR
Jinpeng Chen, Jianxiang He, Huan Li, Senzhang Wang, Yuan Cao, Kaimin Wei, Zhenye Yang, Ye Ji
2025 J jnl
Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation.
CoRR
Jinpeng Chen, Jianxiang He, Huan Li, Senzhang Wang, Yuan Cao, Kaimin Wei, Zhenye Yang, Ye Ji
2025 J jnl
IDBR: Interaction-Aware Dual-Granularity Learning for Bundle Recommendation.
Big Data Min. Anal.
Jinqing Wang, Yuan Cao, Fan Zhang, Feifei Kou, Kaimin Wei, Jinghui Zhang, Jinpeng Chen
2025 A* conf
Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation.
ACM Multimedia
Fan Zhang, Jinpeng Chen, Huan Li, Senzhang Wang, Yuan Cao, Kaimin Wei, Jianxiang He, Feifei Kou, Jinqing Wang
2025 J jnl
Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation.
CoRR
Fan Zhang, Jinpeng Chen, Huan Li, Senzhang Wang, Yuan Cao, Kaimin Wei, Jianxiang He, Feifei Kou, Jinqing Wang
2025 A* conf
Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection.
AAAI
Weihong Bi, Feifei Kou, Lei Shi, Yawen Li, Haisheng Li, Jinpeng Chen, Mingying Xu
2025 J jnl
PD-DRL: Towards privacy-preserving and energy-sustainable UAV crowdsensing.
Internet Things
Xiaohui Chen, Kaimin Wei, Jinpeng Chen, Yongdong Wu
2025 J jnl
Privacy-Preserving Multitask Online Matching in Mobile Crowdsensing: A Snapshot-Based Approach.
IEEE Internet Things J.
Kaimin Wei, Shiting Zhao, Jinpeng Chen, Tingrui Pei, Dezhi Sun
2025 A conf
STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation.
CIKM
Zhenye Yang, Jinpeng Chen, Huan Li, Xiongnan Jin, Xuanyang Li, Junwei Zhang, Hongbo Gao, Kaimin Wei, Senzhang Wang
2025 J jnl
STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation.
CoRR
Zhenye Yang, Jinpeng Chen, Huan Li, Xiongnan Jin, Xuanyang Li, Junwei Zhang, Hongbo Gao, Kaimin Wei, Senzhang Wang
2025 J jnl
Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced Training.
Pattern Recognit.
Chuxiong Sun, Jie Hu, Hongming Gu, Jinpeng Chen, Wei Liang, Mingchuan Yang
2025 A* conf
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning.
EMNLP
Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li
2025 J jnl
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning.
CoRR
Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li
2025 J jnl
Stable Task Allocation in Mobile Crowdsensing: An Interruption-Driven Approach.
IEEE Trans. Netw. Serv. Manag.
Kaimin Wei, Guozi Qi, Lin Cui, Jinpeng Chen, Xiaohui Chen, Ke Xu
2024 J jnl
Aggregation-based dual heterogeneous task allocation in spatial crowdsourcing.
Frontiers Comput. Sci.
Xiaochuan Lin, Kaimin Wei, Zhetao Li, Jinpeng Chen, Tingrui Pei
2024 J jnl
CRAS: cross-domain recommendation via aspect-level sentiment extraction.
Knowl. Inf. Syst.
Fan Zhang, Yaoyao Zhou, Pengfei Sun, Yi Xu, Wanjiang Han, Hongben Huang, Jinpeng Chen
2024 J jnl
EMPNet: An extract-map-predict neural network architecture for cross-domain recommendation.
World Wide Web (WWW)
Jinpeng Chen, Fan Zhang, Huan Li, Hua Lu, Xiongnan Jin, Kuien Liu, Hongjun Li, Yongheng Wang
2024 A conf
From Black-box to Label-only: a Plug-and-Play Attack Network for Model Inversion.
BMVC
Huan Bao, Kaimin Wei, Yao Chen, Hanting Hou, Jinpeng Chen, Yongdong Wu
2024 — conf
GI-SMN: Gradient Inversion Attack Against Federated Learning Without Prior Knowledge.
ICIC (8)
Jin Qian, Kaimin Wei, Yongdong Wu, Jilian Zhang, Jinpeng Chen, Huan Bao
2024 J jnl
Group Task Recommendation in Mobile Crowdsensing: An Attention-Based Neural Collaborative Approach.
IEEE Trans. Mob. Comput.
Kaimin Wei, Guozi Qi, Zhetao Li, Song Guo, Jinpeng Chen
2024 A conf
PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation.
CIKM
Jinpeng Chen, Huachen Guan, Huan Li, Fan Zhang, Liwei Huang, Guangyao Pang, Xiongnan Jin
2024 J jnl
SR-HetGNN: session-based recommendation with heterogeneous graph neural network.
Knowl. Inf. Syst.
Jinpeng Chen, Haiyang Li, Xudong Zhang, Fan Zhang, Senzhang Wang, Kaimin Wei, Jiaqi Ji
2023 J jnl
FePN: A robust feature purification network to defend against adversarial examples.
Comput. Secur.
Dongliang Cao, Kaimin Wei, Yongdong Wu, Jilian Zhang, Bingwen Feng, Jinpeng Chen
2023 A conf
Mandari: Multi-Modal Temporal Knowledge Graph-aware Sub-graph Embedding for Next-POI Recommendation.
ICME
Xiaoqian Liu, Xiuyun Li, Yuan Cao, Fan Zhang, Xiongnan Jin, Jinpeng Chen
2023 J jnl
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation.
CoRR
Yuan Cao, Xudong Zhang, Fan Zhang, Feifei Kou, Josiah Poon, Xiongnan Jin, Yongheng Wang, Jinpeng Chen
2022 J jnl
A Survey of Sparse Mobile Crowdsensing: Developments and Opportunities.
IEEE Open J. Comput. Soc.
Shiting Zhao, Guozi Qi, Tengjiao He, Jinpeng Chen, Zhiquan Liu, Kaimin Wei
2022 J jnl
Automatic Tagging by Leveraging Visual and Annotated Features in Social Media.
IEEE Trans. Multim.
Jinpeng Chen, Pinguang Ying, Xiangling Fu, Xiaopeng Luo, Hao Guan, Kaimin Wei
2022 J jnl
Cancer classification with data augmentation based on generative adversarial networks.
Frontiers Comput. Sci.
Kaimin Wei, Tianqi Li, Feiran Huang, Jinpeng Chen, Zefan He
2022 J jnl
High-Performance UAV Crowdsensing: A Deep Reinforcement Learning Approach.
IEEE Internet Things J.
Kaimin Wei, Kai Huang, Yongdong Wu, Zhetao Li, Hongliang He, Jilian Zhang, Jinpeng Chen, Song Guo
2022 B conf
NOMABER: A Novel Framework for Multi-Type Abnormal Behaviour Recognition.
IEEE Big Data
Ao Wang, Yongchen Yao, Yuhan Yao, Jinpeng Chen
2022 — conf
Nearest Neighbor Classifier with Margin Penalty for Active Learning.
ICONIP (1)
Yuan Cao, Zhiqiao Gao, Jie Hu, Mingchuan Yang, Jinpeng Chen
2022 B conf
Sequential Intention-aware Recommender based on User Interaction Graph.
ICMR
Jinpeng Chen, Yuan Cao, Fan Zhang, Pengfei Sun, Kaimin Wei
2022 B conf
UCL-AST: Active Self-Training with Uncertainty-Aware Clouded Logits for Few-Shot Text Classification.
ICTAI
Yi Xu, Jie Hu, Zhiqiao Gao, Jinpeng Chen
2021 C conf
CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA.
KSEM
Yutao Chen, Yuxuan Zhang, Zhongrui Huang, Zhenyao Luo, Jinpeng Chen
2021 J jnl
CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation based on CelebA.
CoRR
Yutao Chen, Yuxuan Zhang, Zhongrui Huang, Zhenyao Luo, Jinpeng Chen
2021 J jnl
Session-based Recommendation with Heterogeneous Graph Neural Network.
CoRR
Jinpeng Chen, Haiyang Li, Fan Zhang, Senzhang Wang, Kaimin Wei
2020 J jnl
DL-IDS: Extracting Features Using CNN-LSTM Hybrid Network for Intrusion Detection System.
Secur. Commun. Networks
Pengfei Sun, Pengju Liu, Qi Li, Chenxi Liu, Xiangling Lu, Ruochen Hao, Jinpeng Chen
2020 J jnl
Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks.
Inf. Process. Manag.
Xiangling Fu, Tianxiong Ouyang, Jinpeng Chen, Xiaopeng Luo
2019 J jnl
A Sentiment-Aware Trading Volume Prediction Model for P2P Market Using LSTM.
IEEE Access
Xiangling Fu, Shuai Zhang, Jinpeng Chen, Tianxiong Ouyang, Ji Wu
2019 J jnl
Attribute-Sentiment Pair Correlation Model Based on Online User Reviews.
J. Sensors
Xiangling Fu, Ji Wu, Jinpeng Chen, Shaohui Liu
2019 J jnl
Improving music recommendation by incorporating social influence.
Multim. Tools Appl.
Jinpeng Chen, Pinguang Ying, Ming Zou
2018 J jnl
Exploiting Spatial and Temporal for Point of Interest Recommendation.
Complex.
Jinpeng Chen, Wen Zhang, Pei Zhang, Pinguang Ying, Kun Niu, Ming Zou
2018 J jnl
Inferring tag co-occurrence relationship across heterogeneous social networks.
Appl. Soft Comput.
Jinpeng Chen, Yu Liu, Guang Yang, Ming Zou
2017 B conf
Crowdsourcing Based Evaluation of Ranking Approaches for Spatial Keyword Querying.
MDM
Jinpeng Chen, Hua Lu, Ilkcan Keles, Christian S. Jensen
2017 J jnl
User emotion for modeling retweeting behaviors.
Neural Networks
Jinpeng Chen, Yu Liu, Ming Zou
2016 J jnl
Dynamic group recommendation with modified collaborative filtering and temporal factor.
Int. Arab J. Inf. Technol.
Jinpeng Chen, Yu Liu, Deyi Li
2016 — conf
Facial Age Estimation with Images in the Wild.
MMM (1)
Ming Zou, Jianwei Niu, Jinpeng Chen, Yu Liu, Xiaoke Zhao
2016 J jnl
Home location profiling for users in social media.
Inf. Manag.
Jinpeng Chen, Yu Liu, Ming Zou
2015 J jnl
Enhancing Recommender Diversity Using Gaussian Cloud Transformation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Jinpeng Chen, Yu Liu, Deyi Li
2014 — conf
Face recognition based on data field.
ICAILP
Xuejun Cao, Zhenyu Wu, Jinpeng Chen, Ming Zou
2014 — conf
From tie strength to function: Home location estimation in social network.
ComComAP
Jinpeng Chen, Yu Liu, Ming Zou
2013 — conf
A Novel Framework for Improving Recommender Diversity.
BSI@PAKDD/BSIC@IJCAI
Jinpeng Chen, Yu Liu, Jun Hu, Wei He, Deyi Li
2013 — conf
Recommending Interesting Landmarks Based on Geo-tags from Photo Sharing Sites.
WISE (2)
Jinpeng Chen, Zhenyu Wu, Hongbo Gao, Changjie Zhang, Xuejun Cao, Deyi Li
2013 B conf
Tag Co-occurrence Relationship Prediction in Heterogeneous Information Networks.
ICPADS
Jinpeng Chen, Hongbo Gao, Zhenyu Wu, Deyi Li