Hongxu Chen

ScholarGPS® ID: 14111185832880

Affiliation

University of Technology Sydney, Sydney, Australia

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Data Mining | Knowledge Extraction | Information Engineering | Neural Network | Information Management

Metrics Summary

Publication Count

Predicted Citations

1,387

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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Defense Against Model Extraction Attacks on Recommender Systems (conference) Zhang, Sixiao \| Yin, Hongzhi \| Chen, Hongxu \| Long, Cheng WSDM '24: The 17th ACM International Conference on Web Search and Data Mining (2024) Merida Mexico 10.1145/3616855.3635751 Cite \| Source
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation (journal article) Li, Yicong \| Sun, Xiangguo \| Chen, Hongxu \| Zhang, Sixiao \| Yang, Yu \| Xu, Guandong IEEE Transactions on Knowledge and Data Engineering (2024). 10.1109/TKDE.2024.3373608 Cited by (4) \| Cite \| Source
Mitigating the performance sacrifice in DP-satisfied federated settings through graph contrastive learning (journal article) Yang, Haoran \| Zhao, Xiangyu \| Li, Muyang \| Chen, Hongxu \| Xu, Guandong Information Sciences, volume 648 (2023). 10.1016/j.ins.2023.119552 Cited by (1) \| Cite \| Source
Reinforcement Learning Based Path Exploration for Sequential Explainable Recommendation (journal article) Li, Yicong \| Chen, Hongxu \| Li, Yile \| Li, Lin \| Yu, Philip S. \| Xu, Guandong IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 11, pages 11801-11814 (2023). 10.1109/TKDE.2023.3237741 Cited by (6) \| Cite \| Source
Hyperbolic Neural Collaborative Recommender (journal article) Li, Anchen \| Yang, Bo \| Huo, Huan \| Chen, Hongxu \| Xu, Guandong \| Wang, Zhen IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 9, pages 9114-9127 (2023). 10.1109/TKDE.2022.3221386 Cited by (4) \| Cite \| Source
Structure Learning Via Meta-Hyperedge for Dynamic Rumor Detection (journal article) Sun, Xiangguo \| Yin, Hongzhi \| Liu, Bo \| Meng, Qing \| Cao, Jiuxin \| Zhou, Alexander \| Chen, Hongxu IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 9, pages 9128-9139 (2023). 10.1109/TKDE.2022.3221438 Cited by (9) \| Cite \| Source
Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning (conference) Yang, Haoran \| Chen, Hongxu \| Zhang, Sixiao \| Sun, Xiangguo \| Li, Qian \| Zhao, Xiangyu \| Xu, Guandong WWW '23: The ACM Web Conference 2023 (2023) Austin TX USA 10.1145/3543507.3583499 Cited by (2) \| Cite \| Source
Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph (journal article) Luo, Yadan \| Huang, Zi \| Chen, Hongxu \| Yang, Yang \| Yin, Hongzhi \| Baktashmotlagh, Mahsa IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 4, pages 3991-4002 (2023). 10.1109/TKDE.2021.3139035 Cited by (1) \| Cite \| Source
DA-Net (conference) Liu, Kangzheng \| Zhao, Feng \| Chen, Hongxu \| Li, Yicong \| Xu, Guandong \| Jin, Hai CIKM '22: The 31st ACM International Conference on Information and Knowledge Management (2022) Atlanta GA USA 10.1145/3511808.3557280 Cited by (8) \| Cite \| Source
Online Spam Review Detection: A Survey of Literature (journal article) He, Li \| Wang, Xianzhi \| Chen, Hongxu \| Xu, Guandong Human-Centric Intelligent Systems, volume 2, issue 1-2, pages 14-30 (2022). 10.1007/s44230-022-00001-3 Cited by (8) \| Cite \| Source
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation (conference) Zhang, Sixiao \| Chen, Hongxu \| Sun, Xiangguo \| Li, Yicong \| Xu, Guandong WWW '22: The ACM Web Conference 2022 (2022) Virtual Event, Lyon France 10.1145/3485447.3512179 Cited by (20) \| Cite \| Source
Dual Space Graph Contrastive Learning (conference) Yang, Haoran \| Chen, Hongxu \| Pan, Shirui \| Li, Lin \| Yu, Philip S. \| Xu, Guandong WWW '22: The ACM Web Conference 2022 (2022) Virtual Event, Lyon France 10.1145/3485447.3512211 Cited by (28) \| Cite \| Source
Reinforced KGs reasoning for explainable sequential recommendation (journal article) Cui, Zhihong \| Chen, Hongxu \| Cui, Lizhen \| Liu, Shijun \| Liu, Xueyan \| Xu, Guandong \| Yin, Hongzhi World Wide Web, volume 25, issue 2, pages 631-654 (2022). 10.1007/s11280-021-00902-6 Cited by (19) \| Cite \| Source
Geometric Inductive Matrix Completion (conference) Zhang, Chengkun \| Chen, Hongxu \| Zhang, Sixiao \| Xu, Guandong \| Gao, Junbin WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining (2022) Virtual Event AZ USA 10.1145/3488560.3498402 Cited by (2) \| Cite \| Source
Social Boosted Recommendation With Folded Bipartite Network Embedding (journal article) Chen, Hongxu \| Yin, Hongzhi \| Chen, Tong \| Wang, Weiqing \| Li, Xue \| Hu, Xia IEEE Transactions on Knowledge and Data Engineering, volume 34, issue 2, pages 914-926 (2022). 10.1109/TKDE.2020.2982878 Cited by (40) \| Cite \| Source
Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation (conference) Yang, Haoran \| Chen, Hongxu \| Li, Lin \| Yu, Philip S. \| Xu, Guandong 2021 IEEE International Conference on Data Mining (ICDM) (2021) Auckland, New Zealand 10.1109/ICDM51629.2021.00090 Cited by (24) \| Cite \| Source
TagPick (conference) He, Li \| Wang, Dingxian \| Wang, Hanzhang \| Chen, Hongxu \| Xu, Guandong CIKM '21: The 30th ACM International Conference on Information and Knowledge Management (2021) Virtual Event Queensland Australia 10.1145/3459637.3481979 Cited by (3) \| Cite \| Source
Hyperbolic Hypergraphs for Sequential Recommendation (conference) Li, Yicong \| Chen, Hongxu \| Sun, Xiangguo \| Sun, Zhenchao \| Li, Lin \| Cui, Lizhen \| Yu, Philip S. \| Xu, Guandong CIKM '21: The 30th ACM International Conference on Information and Knowledge Management (2021) Virtual Event Queensland Australia 10.1145/3459637.3482351 Cited by (35) \| Cite \| Source
Click-Through Rate Prediction with Multi-Modal Hypergraphs (conference) He, Li \| Chen, Hongxu \| Wang, Dingxian \| Jameel, Shoaib \| Yu, Philip \| Xu, Guandong CIKM '21: The 30th ACM International Conference on Information and Knowledge Management (2021) Virtual Event Queensland Australia 10.1145/3459637.3482327 Cited by (29) \| Cite \| Source
Explaining similarity for SPARQL queries (journal article) Wang, Meng \| Chen, Kefei \| Xiao, Gang \| Zhang, Xinyue \| Chen, Hongxu \| Wang, Sen World Wide Web, volume 24, issue 5, pages 1813-1835 (2021). 10.1007/s11280-021-00886-3 Cited by (1) \| Cite \| Source