Tag Co-occurrence Relationship Prediction in Heterogeneous Information Networks. - Jinpeng Chen 001; Hongbo Gao 001; Zhenyu Wu 007; Deyi Li (ICPADS, 2013)

A Novel Framework for Improving Recommender Diversity. - Jinpeng Chen 001; Yu Liu 031; Jun Hu; Wei He; Deyi Li (BSI@PAKDD/BSIC@IJCAI, 2013)

Recommending Interesting Landmarks Based on Geo-tags from Photo Sharing Sites. - Jinpeng Chen 001; Zhenyu Wu 007; Hongbo Gao 001; Changjie Zhang; Xuejun Cao; Deyi Li (WISE (2), 2013)

From tie strength to function: Home location estimation in social network. - Jinpeng Chen 001; Yu Liu 031; Ming Zou (ComComAP, 2014)

Face recognition based on data field. - Xuejun Cao; Zhenyu Wu 007; Jinpeng Chen 001; Ming Zou (ICAILP, 2014)

Enhancing Recommender Diversity Using Gaussian Cloud Transformation. - Jinpeng Chen 001; Yu Liu 031; Deyi Li (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015)

Facial Age Estimation with Images in the Wild. - Ming Zou; Jianwei Niu 002; Jinpeng Chen 001; Yu Liu 031; Xiaoke Zhao (MMM (1), 2016)

Dynamic group recommendation with modified collaborative filtering and temporal factor. - Jinpeng Chen 001; Yu Liu 031; Deyi Li (Int. Arab J. Inf. Technol., 2016)

Home location profiling for users in social media. - Jinpeng Chen 001; Yu Liu 031; Ming Zou (Inf. Manag., 2016)

Crowdsourcing Based Evaluation of Ranking Approaches for Spatial Keyword Querying. - Jinpeng Chen 001; Hua Lu 001; Ilkcan Keles; Christian S. Jensen (MDM, 2017)

User emotion for modeling retweeting behaviors. - Jinpeng Chen 001; Yu Liu 031; Ming Zou (Neural Networks, 2017)

Inferring tag co-occurrence relationship across heterogeneous social networks. - Jinpeng Chen 001; Yu Liu 031; Guang Yang; Ming Zou (Appl. Soft Comput., 2018)

Exploiting Spatial and Temporal for Point of Interest Recommendation. - Jinpeng Chen 001; Wen Zhang; Pei Zhang; Pinguang Ying; Kun Niu; Ming Zou (Complex., 2018)

A Sentiment-Aware Trading Volume Prediction Model for P2P Market Using LSTM. - Xiangling Fu; Shuai Zhang; Jinpeng Chen 001; Tianxiong Ouyang; Ji Wu 002 (IEEE Access, 2019)

Attribute-Sentiment Pair Correlation Model Based on Online User Reviews. - Xiangling Fu; Ji Wu 002; Jinpeng Chen 001; Shaohui Liu (J. Sensors, 2019)

Improving music recommendation by incorporating social influence. - Jinpeng Chen 001; Pinguang Ying; Ming Zou (Multim. Tools Appl., 2019)

Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks. - Xiangling Fu; Tianxiong Ouyang; Jinpeng Chen 001; Xiaopeng Luo (Inf. Process. Manag., 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 001 (Secur. Commun. Networks, 2020)

CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA. - Yutao Chen; Yuxuan Zhang 006; Zhongrui Huang; Zhenyao Luo; Jinpeng Chen 001 (KSEM, 2021)

Session-based Recommendation with Heterogeneous Graph Neural Network. - Jinpeng Chen 001; Haiyang Li; Fan Zhang; Senzhang Wang; Kaimin Wei (CoRR, 2021)

NOMABER: A Novel Framework for Multi-Type Abnormal Behaviour Recognition. - Ao Wang; Yongchen Yao; Yuhan Yao; Jinpeng Chen 001 (IEEE Big Data, 2022)

Nearest Neighbor Classifier with Margin Penalty for Active Learning. - Yuan Cao 003; Zhiqiao Gao; Jie Hu; Mingchuan Yang; Jinpeng Chen 001 (ICONIP (1), 2022)

UCL-AST: Active Self-Training with Uncertainty-Aware Clouded Logits for Few-Shot Text Classification. - Yi Xu; Jie Hu; Zhiqiao Gao; Jinpeng Chen 001 (ICTAI, 2022)

Sequential Intention-aware Recommender based on User Interaction Graph. - Jinpeng Chen 001; Yuan Cao 003; Fan Zhang; Pengfei Sun; Kaimin Wei (ICMR, 2022)

Cancer classification with data augmentation based on generative adversarial networks. - Kaimin Wei; Tianqi Li; Feiran Huang; Jinpeng Chen 001; Zefan He (Frontiers Comput. Sci., 2022)

High-Performance UAV Crowdsensing: A Deep Reinforcement Learning Approach. - Kaimin Wei; Kai Huang; Yongdong Wu; Zhetao Li; Hongliang He; Jilian Zhang; Jinpeng Chen 001; Song Guo 001 (IEEE Internet Things J., 2022)

A Survey of Sparse Mobile Crowdsensing: Developments and Opportunities. - Shiting Zhao; Guozi Qi; Tengjiao He; Jinpeng Chen 001; Zhiquan Liu; Kaimin Wei (IEEE Open J. Comput. Soc., 2022)

Automatic Tagging by Leveraging Visual and Annotated Features in Social Media. - Jinpeng Chen 001; Pinguang Ying; Xiangling Fu; Xiaopeng Luo; Hao Guan; Kaimin Wei (IEEE Trans. Multim., 2022)

Mandari: Multi-Modal Temporal Knowledge Graph-aware Sub-graph Embedding for Next-POI Recommendation. - Xiaoqian Liu; Xiuyun Li; Yuan Cao 003; Fan Zhang; Xiongnan Jin; Jinpeng Chen 001 (ICME, 2023)

SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation. - Yuan Cao 003; Xudong Zhang; Fan Zhang; Feifei Kou; Josiah Poon; Xiongnan Jin; Yongheng Wang; Jinpeng Chen 001 (CoRR, 2023)

FePN: A robust feature purification network to defend against adversarial examples. - Dongliang Cao; Kaimin Wei; Yongdong Wu; Jilian Zhang; Bingwen Feng; Jinpeng Chen 001 (Comput. Secur., 2023)

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 001; Yongdong Wu (BMVC, 2024)

PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation. - Jinpeng Chen 001; Huachen Guan; Huan Li 003; Fan Zhang; Liwei Huang; Guangyao Pang; Xiongnan Jin (CIKM, 2024)

GI-SMN: Gradient Inversion Attack Against Federated Learning Without Prior Knowledge. - Jin Qian; Kaimin Wei; Yongdong Wu; Jilian Zhang; Jinpeng Chen 001; Huan Bao (ICIC (8), 2024)

SR-HetGNN: session-based recommendation with heterogeneous graph neural network. - Jinpeng Chen 001; Haiyang Li; Xudong Zhang; Fan Zhang; Senzhang Wang; Kaimin Wei; Jiaqi Ji (Knowl. Inf. Syst., 2024)

EMPNet: An extract-map-predict neural network architecture for cross-domain recommendation. - Jinpeng Chen 001; Fan Zhang; Huan Li 003; Hua Lu 001; Xiongnan Jin; Kuien Liu; Hongjun Li; Yongheng Wang (World Wide Web (WWW), 2024)

Group Task Recommendation in Mobile Crowdsensing: An Attention-Based Neural Collaborative Approach. - Kaimin Wei; Guozi Qi; Zhetao Li; Song Guo 001; Jinpeng Chen 001 (IEEE Trans. Mob. Comput., 2024)

CRAS: cross-domain recommendation via aspect-level sentiment extraction. - Fan Zhang; Yaoyao Zhou; Pengfei Sun; Yi Xu; Wanjiang Han; Hongben Huang; Jinpeng Chen 001 (Knowl. Inf. Syst., 2024)

Aggregation-based dual heterogeneous task allocation in spatial crowdsourcing. - Xiaochuan Lin; Kaimin Wei; Zhetao Li; Jinpeng Chen 001; Tingrui Pei (Frontiers Comput. Sci., 2024)

Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection. - Weihong Bi; Feifei Kou; Lei Shi 030; Yawen Li 001; Haisheng Li 002; Jinpeng Chen 001; Mingying Xu (AAAI, 2025)

HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models. - Xiongnan Jin; Zhilin Wang; Jinpeng Chen 001; Liu Yang; Byungkook Oh; Seung-won Hwang; Jianqiang Li (AAAI, 2025)

Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation. - Jinpeng Chen 001; Jianxiang He; Huan Li 003; Senzhang Wang; Yuan Cao 003; Kaimin Wei; Zhenye Yang; Ye Ji (SIGIR, 2025)

IDBR: Interaction-Aware Dual-Granularity Learning for Bundle Recommendation. - Jinqing Wang; Yuan Cao 003; Fan Zhang; Feifei Kou; Kaimin Wei; Jinghui Zhang; Jinpeng Chen 001 (Big Data Min. Anal., 2025)

Dual-view collaboration fusion on diffusion learning for bundle recommendation. - Jinpeng Chen 001; Jinqing Wang; Fan Zhang; Yuan Cao 003; Kaimin Wei; Liwei Huang; Haoran Zhu; Feifei Kou; Hongben Huang (Inf. Fusion, 2025)

PD-DRL: Towards privacy-preserving and energy-sustainable UAV crowdsensing. - Xiaohui Chen; Kaimin Wei; Jinpeng Chen 001; Yongdong Wu (Internet Things, 2025)

Privacy-Preserving Multitask Online Matching in Mobile Crowdsensing: A Snapshot-Based Approach. - Kaimin Wei; Shiting Zhao; Jinpeng Chen 001; Tingrui Pei; Dezhi Sun (IEEE Internet Things J., 2025)

Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced Training. - Chuxiong Sun; Jie Hu; Hongming Gu; Jinpeng Chen 001; Wei Liang; Mingchuan Yang (Pattern Recognit., 2025)

Adaptive graph diffusion networks: compact and expressive GNNs with large receptive fields. - Chuxiong Sun; Muhan Zhang; Jie Hu; Hongming Gu; Jinpeng Chen 001; Mingchuan Yang (Artif. Intell. Rev., 2025)

Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation. - Fan Zhang; Jinpeng Chen 001; Huan Li 003; Senzhang Wang; Yuan Cao 003; Kaimin Wei; Jianxiang He; Feifei Kou; Jinqing Wang (CoRR, 2025)

STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation. - Zhenye Yang; Jinpeng Chen 001; Huan Li 003; Xiongnan Jin; Xuanyang Li; Junwei Zhang; Hongbo Gao 001; Kaimin Wei; Senzhang Wang (CoRR, 2025)