Tong Chen

ScholarGPS® ID: 81996612520888

Affiliation

University of Queensland, Brisbane, Queensland, Australia, Australia

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Metrics Summary

Publication Count

Predicted Citations

2,077

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Personalized Elastic Embedding Learning for On-Device Recommendation (journal article) Zheng, Ruiqi \| Qu, Liang \| Chen, Tong \| Zheng, Kai \| Shi, Yuhui \| Yin, Hongzhi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 7, pages 3363-3375 (2024). 10.1109/TKDE.2024.3361562 Cited by (1) \| Cite \| Source
Heterogeneous decentralised machine unlearning with seed model distillation (journal article) Ye, Guanhua \| Chen, Tong \| Hung Nguyen, Quoc Viet \| Yin, Hongzhi CAAI Transactions on Intelligence Technology, volume 9, issue 3, pages 608-619 (2024). 10.1049/cit2.12281 Cite \| Source
Adversarial Item Promotion on Visually-Aware Recommender Systems by Guided Diffusion (journal article) Chen, Lijian \| Yuan, Wei \| Chen, Tong \| Ye, Guanhua \| Hung, Nguyen Quoc Viet \| Yin, Hongzhi ACM Transactions on Information Systems (2024). 10.1145/3666088 Cite \| Source
On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm (conference) Yin, Hongzhi \| Chen, Tong \| Qu, Liang \| Cui, Bin WWW '24: The ACM Web Conference 2024 (2024) Singapore Singapore 10.1145/3589335.3641250 Cite \| Source
Variational Counterfactual Prediction Under Runtime Domain Corruption (journal article) Wen, Hechuan \| Chen, Tong \| Chai, Li Kheng \| Sadiq, Shazia \| Gao, Junbin \| Yin, Hongzhi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 5, pages 2271-2284 (2024). 10.1109/TKDE.2023.3321893 Cite \| Source
Budgeted Embedding Table For Recommender Systems (conference) Qu, Yunke \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Yin, Hongzhi WSDM '24: The 17th ACM International Conference on Web Search and Data Mining (2024) Merida Mexico 10.1145/3616855.3635778 Cited by (2) \| Cite \| Source
Time Interval-Enhanced Graph Neural Network for Shared-Account Cross-Domain Sequential Recommendation (journal article) Guo, Lei \| Zhang, Jinyu \| Tang, Li \| Chen, Tong \| Zhu, Lei \| Yin, Hongzhi IEEE Transactions on Neural Networks and Learning Systems, volume 35, issue 3, pages 4002-4016 (2024). 10.1109/TNNLS.2022.3201533 Cited by (14) \| Cite \| Source
TinyAD: Memory-Efficient Anomaly Detection for Time-Series Data in Industrial IoT (journal article) Sun, Yuting \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Yin, Hongzhi IEEE Transactions on Industrial Informatics, volume 20, issue 1, pages 824-834 (2024). 10.1109/TII.2023.3254668 Cited by (2) \| Cite \| Source
Self-Supervised Learning for Recommender Systems: A Survey (journal article) Yu, Junliang \| Yin, Hongzhi \| Xia, Xin \| Chen, Tong \| Li, Jundong \| Huang, Zi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 1, pages 335-355 (2024). 10.1109/TKDE.2023.3282907 Cited by (49) \| Cite \| Source
Learning Compact Compositional Embeddings via Regularized Pruning for Recommendation (conference) Liang, Xurong \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Li, Jianxin \| Yin, Hongzhi 2023 IEEE International Conference on Data Mining (ICDM) (2023) Shanghai, China 10.1109/ICDM58522.2023.00047 Cited by (2) \| Cite \| Source
To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data (conference) Wen, Hechuan \| Chen, Tong \| Chai, Li Kheng \| Sadiq, Shazia \| Zheng, Kai \| Yin, Hongzhi 2023 IEEE International Conference on Data Mining (ICDM) (2023) Shanghai, China 10.1109/ICDM58522.2023.00184 Cite \| Source
Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation (journal article) Ye, Guanhua \| Chen, Tong \| Li, Yawen \| Cui, Lizhen \| Nguyen, Quoc Viet Hung \| Yin, Hongzhi IEEE Journal of Biomedical and Health Informatics, volume 27, issue 11, pages 5249-5259 (2023). 10.1109/JBHI.2023.3247463 Cited by (3) \| Cite \| Source
Self-Supervised Dynamic Hypergraph Recommendation based on Hyper-Relational Knowledge Graph (conference) Liu, Yi \| Xuan, Hongrui \| Li, Bohan \| Wang, Meng \| Chen, Tong \| Yin, Hongzhi CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management (2023) Birmingham United Kingdom 10.1145/3583780.3615054 Cited by (3) \| Cite \| Source
Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution (journal article) Yang, Yu \| Yin, Hongzhi \| Cao, Jiannong \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Zhou, Xiaofang \| Chen, Lei IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 9, pages 9656-9670 (2023). 10.1109/TKDE.2023.3246059 Cited by (1) \| Cite \| Source
Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modeling (journal article) Chen, Tong \| Yin, Hongzhi \| Zhang, Xiangliang \| Huang, Zi \| Wang, Yang \| Wang, Meng IEEE Transactions on Neural Networks and Learning Systems, volume 34, issue 8, pages 4345-4358 (2023). 10.1109/TNNLS.2021.3118706 Cited by (3) \| Cite \| Source
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences (journal article) Imran, Mubashir \| Yin, Hongzhi \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Zhou, Alexander \| Zheng, Kai ACM Transactions on Information Systems, volume 41, issue 3, pages 1-30 (2023). 10.1145/3560486 Cited by (30) \| Cite \| Source
Continuous Input Embedding Size Search For Recommender Systems (conference) Qu, Yunke \| Chen, Tong \| Zhao, Xiangyu \| Cui, Lizhen \| Zheng, Kai \| Yin, Hongzhi SIGIR '23: The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (2023) Taipei Taiwan 10.1145/3539618.3591653 Cited by (2) \| Cite \| Source
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation (conference) Long, Jing \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Xu, Guandong \| Zheng, Kai \| Yin, Hongzhi SIGIR '23: The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (2023) Taipei Taiwan 10.1145/3539618.3591733 Cited by (9) \| Cite \| Source
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning (conference) Zheng, Shangfei \| Yin, Hongzhi \| Chen, Tong \| Nguyen, Quoc Viet Hung \| Chen, Wei \| Zhao, Lei SIGIR '23: The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (2023) Taipei Taiwan 10.1145/3539618.3591671 Cited by (3) \| Cite \| Source
Spatial-temporal meta-path guided explainable crime prediction (journal article) Sun, Yuting \| Chen, Tong \| Yin, Hongzhi World Wide Web, volume 26, issue 4, pages 2237-2263 (2023). 10.1007/s11280-023-01137-3 Cited by (3) \| Cite \| Source