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Hongxu Chen 0002
Person information
- affiliation: University of Technology Sydney, School of Computer Science, Ultimo, NSW, Australia
- affiliation (PhD 2020): University of Queensland, Australia
Other persons with the same name
- Hongxu Chen — disambiguation page
- Hongxu Chen 0001
— Huawei Technologies Co., Ltd, Shenzhen, China (and 1 more)
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2020 – today
- 2025
- [j20]Zihao Li
, Chao Yang
, Yakun Chen
, Xianzhi Wang
, Hongxu Chen
, Guandong Xu
, Lina Yao
, Michael Sheng
:
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey. ACM Comput. Surv. 57(2): 40:1-40:37 (2025) - 2024
- [j19]Zhihong Cui
, Xiangguo Sun
, Hongxu Chen
, Li Pan
, Lizhen Cui
, Shijun Liu
, Guandong Xu
:
Dynamic Recommendation Based on Graph Diffusion and Ebbinghaus Curve. IEEE Trans. Comput. Soc. Syst. 11(2): 2755-2764 (2024) - [j18]Yicong Li
, Xiangguo Sun
, Hongxu Chen
, Sixiao Zhang
, Yu Yang
, Guandong Xu
:
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation. IEEE Trans. Knowl. Data Eng. 36(9): 4458-4471 (2024) - [j17]Haoran Yang
, Yuhao Wang
, Xiangyu Zhao
, Hongxu Chen
, Hongzhi Yin
, Qing Li
, Guandong Xu
:
Multi-Level Graph Knowledge Contrastive Learning. IEEE Trans. Knowl. Data Eng. 36(12): 8829-8841 (2024) - [c31]Sixiao Zhang
, Cheng Long
, Wei Yuan
, Hongxu Chen
, Hongzhi Yin
:
Watermarking Recommender Systems. CIKM 2024: 3217-3226 - [c30]Sixiao Zhang
, Hongzhi Yin
, Hongxu Chen
, Cheng Long
:
Defense Against Model Extraction Attacks on Recommender Systems. WSDM 2024: 949-957 - [i25]Yicong Li, Xiangguo Sun, Hongxu Chen, Sixiao Zhang, Yu Yang, Guandong Xu:
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation. CoRR abs/2401.05744 (2024) - [i24]Sixiao Zhang, Cheng Long, Wei Yuan, Hongxu Chen, Hongzhi Yin:
Watermarking Recommender Systems. CoRR abs/2407.21034 (2024) - [i23]Zihao Li, Chao Yang, Yakun Chen, Xianzhi Wang, Hongxu Chen, Guandong Xu, Lina Yao, Quan Z. Sheng:
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey. CoRR abs/2408.14851 (2024) - [i22]Sixiao Zhang, Cheng Long, Wei Yuan, Hongxu Chen, Hongzhi Yin:
Data Watermarking for Sequential Recommender Systems. CoRR abs/2411.12989 (2024) - [i21]Hongxu Chen, Runshi Li, Bowei Zhu, Zhen Wang, Long Chen:
IterIS: Iterative Inference-Solving Alignment for LoRA Merging. CoRR abs/2411.15231 (2024) - 2023
- [j16]Haoran Yang
, Xiangyu Zhao, Muyang Li, Hongxu Chen, Guandong Xu
:
Mitigating the performance sacrifice in DP-satisfied federated settings through graph contrastive learning. Inf. Sci. 648: 119552 (2023) - [j15]Li He
, Guandong Xu
, Shoaib Jameel, Xianzhi Wang
, Hongxu Chen
:
Graph-Aware Deep Fusion Networks for Online Spam Review Detection. IEEE Trans. Comput. Soc. Syst. 10(5): 2557-2565 (2023) - [j14]Yadan Luo
, Zi Huang
, Hongxu Chen
, Yang Yang
, Hongzhi Yin
, Mahsa Baktashmotlagh
:
Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph. IEEE Trans. Knowl. Data Eng. 35(4): 3991-4002 (2023) - [j13]Anchen Li
, Bo Yang
, Huan Huo, Hongxu Chen
, Guandong Xu
, Zhen Wang
:
Hyperbolic Neural Collaborative Recommender. IEEE Trans. Knowl. Data Eng. 35(9): 9114-9127 (2023) - [j12]Xiangguo Sun
, Hongzhi Yin
, Bo Liu
, Qing Meng, Jiuxin Cao
, Alexander Zhou
, Hongxu Chen
:
Structure Learning Via Meta-Hyperedge for Dynamic Rumor Detection. IEEE Trans. Knowl. Data Eng. 35(9): 9128-9139 (2023) - [j11]Yicong Li
, Hongxu Chen
, Yile Li
, Lin Li
, Philip S. Yu
, Guandong Xu
:
Reinforcement Learning Based Path Exploration for Sequential Explainable Recommendation. IEEE Trans. Knowl. Data Eng. 35(11): 11801-11814 (2023) - [c29]Haoran Yang, Xiangyu Zhao, Yicong Li, Hongxu Chen, Guandong Xu:
An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations. NeurIPS 2023 - [c28]Haoran Yang
, Hongxu Chen
, Sixiao Zhang
, Xiangguo Sun
, Qian Li
, Xiangyu Zhao
, Guandong Xu
:
Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning. WWW 2023: 621-629 - [i20]Sixiao Zhang, Hongzhi Yin, Hongxu Chen, Cheng Long:
Defense Against Model Extraction Attacks on Recommender Systems. CoRR abs/2310.16335 (2023) - 2022
- [j10]Li He
, Xianzhi Wang
, Hongxu Chen, Guandong Xu:
Online Spam Review Detection: A Survey of Literature. Hum. Centric Intell. Syst. 2(1-2): 14-30 (2022) - [j9]Hongxu Chen
, Hongzhi Yin
, Tong Chen
, Weiqing Wang
, Xue Li
, Xia Hu
:
Social Boosted Recommendation With Folded Bipartite Network Embedding. IEEE Trans. Knowl. Data Eng. 34(2): 914-926 (2022) - [j8]Zhihong Cui, Hongxu Chen, Lizhen Cui, Shijun Liu
, Xueyan Liu, Guandong Xu, Hongzhi Yin
:
Reinforced KGs reasoning for explainable sequential recommendation. World Wide Web 25(2): 631-654 (2022) - [c27]Kangzheng Liu
, Feng Zhao, Hongxu Chen, Yicong Li, Guandong Xu, Hai Jin:
DA-Net: Distributed Attention Network for Temporal Knowledge Graph Reasoning. CIKM 2022: 1289-1298 - [c26]Zhenfeng He, Yuqiang Han, Zhenqiu Ouyang, Wei Gao, Hongxu Chen, Guandong Xu, Jian Wu:
DialMed: A Dataset for Dialogue-based Medication Recommendation. COLING 2022: 721-733 - [c25]Xiangmeng Wang, Qian Li
, Dianer Yu
, Zhichao Wang, Hongxu Chen, Guandong Xu:
MGPolicy: Meta Graph Enhanced Off-policy Learning for Recommendations. SIGIR 2022: 1369-1378 - [c24]Chengkun Zhang, Hongxu Chen, Sixiao Zhang, Guandong Xu, Junbin Gao:
Geometric Inductive Matrix Completion: A Hyperbolic Approach with Unified Message Passing. WSDM 2022: 1337-1346 - [c23]Haoran Yang
, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu:
Dual Space Graph Contrastive Learning. WWW 2022: 1238-1247 - [c22]Sixiao Zhang, Hongxu Chen, Xiangguo Sun, Yicong Li, Guandong Xu:
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation. WWW 2022: 1322-1330 - [c21]Yixin Liu, Yu Zheng
, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan:
Towards Unsupervised Deep Graph Structure Learning. WWW 2022: 1392-1403 - [i19]Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan:
Towards Unsupervised Deep Graph Structure Learning. CoRR abs/2201.06367 (2022) - [i18]Haoran Yang, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu:
Dual Space Graph Contrastive Learning. CoRR abs/2201.07409 (2022) - [i17]Sixiao Zhang, Hongxu Chen, Xiangguo Sun, Yicong Li, Guandong Xu:
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation. CoRR abs/2201.07986 (2022) - [i16]Hongxu Chen, Sixiao Zhang, Guandong Xu:
Graph Masked Autoencoder. CoRR abs/2202.08391 (2022) - [i15]Zhenfeng He, Yuqiang Han, Zhenqiu Ouyang, Wei Gao, Hongxu Chen, Guandong Xu, Jian Wu:
DialMed: A Dataset for Dialogue-based Medication Recommendation. CoRR abs/2203.07094 (2022) - [i14]Haoran Yang, Hongxu Chen, Sixiao Zhang, Xiangguo Sun, Qian Li, Guandong Xu:
Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning. CoRR abs/2207.00148 (2022) - [i13]Haoran Yang, Xiangyu Zhao, Muyang Li, Hongxu Chen, Guandong Xu:
Federated Graph Contrastive Learning. CoRR abs/2207.11836 (2022) - 2021
- [j7]Wenzhuo Song
, Hongxu Chen
, Xueyan Liu, Hongzhe Jiang, Shengsheng Wang:
Hyperbolic node embedding for signed networks. Neurocomputing 421: 329-339 (2021) - [j6]Zhenchao Sun
, Hongzhi Yin
, Hongxu Chen
, Tong Chen
, Lizhen Cui
, Fan Yang:
Disease Prediction via Graph Neural Networks. IEEE J. Biomed. Health Informatics 25(3): 818-826 (2021) - [j5]Guanhua Ye, Hongzhi Yin
, Tong Chen
, Hongxu Chen
, Lizhen Cui
, Xiangliang Zhang
:
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection. IEEE J. Biomed. Health Informatics 25(8): 2848-2856 (2021) - [j4]Xueyan Liu
, Bo Yang, Hechang Chen, Katarzyna Musial
, Hongxu Chen
, Yang Li, Wanli Zuo:
A Scalable Redefined Stochastic Blockmodel. ACM Trans. Knowl. Discov. Data 15(3): 46:1-46:28 (2021) - [j3]Xueyan Liu
, Bo Yang, Wenzhuo Song, Katarzyna Musial
, Wanli Zuo, Hongxu Chen
, Hongzhi Yin
:
A block-based generative model for attributed network embedding. World Wide Web 24(5): 1439-1464 (2021) - [j2]Meng Wang, Kefei Chen, Gang Xiao
, Xinyue Zhang, Hongxu Chen
, Sen Wang
:
Explaining similarity for SPARQL queries. World Wide Web 24(5): 1813-1835 (2021) - [c20]Li He, Hongxu Chen
, Dingxian Wang, Shoaib Jameel, Philip S. Yu, Guandong Xu:
Click-Through Rate Prediction with Multi-Modal Hypergraphs. CIKM 2021: 690-699 - [c19]Yicong Li
, Hongxu Chen
, Xiangguo Sun, Zhenchao Sun, Lin Li, Lizhen Cui, Philip S. Yu, Guandong Xu:
Hyperbolic Hypergraphs for Sequential Recommendation. CIKM 2021: 988-997 - [c18]Li He, Dingxian Wang, Hanzhang Wang, Hongxu Chen
, Guandong Xu:
TagPick: A System for Bridging Micro-Video Hashtags and E-commerce Categories. CIKM 2021: 4721-4724 - [c17]Haoran Yang
, Hongxu Chen, Lin Li, Philip S. Yu, Guandong Xu:
Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation. ICDM 2021: 787-796 - [c16]Sixiao Zhang, Hongxu Chen
, Xiao Ming, Lizhen Cui, Hongzhi Yin
, Guandong Xu:
Where are we in embedding spaces? KDD 2021: 2223-2231 - [c15]Hongxu Chen
, Yicong Li
, Haoran Yang
:
Graph Data Mining in Recommender Systems. WISE (2) 2021: 491-496 - [c14]Xiangguo Sun, Hongzhi Yin
, Bo Liu
, Hongxu Chen
, Jiuxin Cao, Yingxia Shao, Nguyen Quoc Viet Hung:
Heterogeneous Hypergraph Embedding for Graph Classification. WSDM 2021: 725-733 - [c13]Hongxu Chen
, Yicong Li
, Xiangguo Sun, Guandong Xu, Hongzhi Yin
:
Temporal Meta-path Guided Explainable Recommendation. WSDM 2021: 1056-1064 - [c12]Xiangguo Sun, Hongzhi Yin
, Bo Liu
, Hongxu Chen
, Qing Meng, Wang Han, Jiuxin Cao:
Multi-level Hyperedge Distillation for Social Linking Prediction on Sparsely Observed Networks. WWW 2021: 2934-2945 - [i12]Hongxu Chen, Yicong Li, Xiangguo Sun, Guandong Xu, Hongzhi Yin:
Temporal Meta-path Guided Explainable Recommendation. CoRR abs/2101.01433 (2021) - [i11]Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang
:
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection. CoRR abs/2101.02873 (2021) - [i10]Anchen Li, Bo Yang, Hongxu Chen, Guandong Xu:
Hyperbolic Neural Collaborative Recommender. CoRR abs/2104.07414 (2021) - [i9]Sixiao Zhang, Hongxu Chen, Xiao Ming, Lizhen Cui, Hongzhi Yin, Guandong Xu:
Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems. CoRR abs/2105.08908 (2021) - [i8]Yicong Li, Hongxu Chen, Xiangguo Sun, Zhenchao Sun, Lin Li, Lizhen Cui, Philip S. Yu, Guandong Xu:
Hyperbolic Hypergraphs for Sequential Recommendation. CoRR abs/2108.08134 (2021) - [i7]Li He, Dingxian Wang, Hanzhang Wang, Hongxu Chen, Guandong Xu:
TagPick: A System for Bridging Micro-Video Hashtags and E-commerce Categories. CoRR abs/2109.02094 (2021) - [i6]Li He, Hongxu Chen, Dingxian Wang, Shoaib Jameel, Philip S. Yu, Guandong Xu:
Click-Through Rate Prediction with Multi-Modal Hypergraphs. CoRR abs/2109.02398 (2021) - [i5]Haoran Yang, Hongxu Chen, Lin Li, Philip S. Yu, Guandong Xu:
Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation. CoRR abs/2109.02859 (2021) - [i4]Yicong Li, Hongxu Chen, Yile Li, Lin Li, Philip S. Yu, Guandong Xu:
Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation. CoRR abs/2111.12262 (2021) - 2020
- [b1]Hongxu Chen
:
Graph representation learning with attribute information. University of Queensland, Australia, 2020 - [j1]Tong Chen
, Hongzhi Yin
, Hongxu Chen
, Hao Wang, Xiaofang Zhou
, Xue Li
:
Online sales prediction via trend alignment-based multitask recurrent neural networks. Knowl. Inf. Syst. 62(6): 2139-2167 (2020) - [c11]Hongxu Chen
, Hongzhi Yin
, Xiangguo Sun, Tong Chen
, Bogdan Gabrys
, Katarzyna Musial:
Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction. KDD 2020: 1503-1511 - [i3]Hongxu Chen, Hongzhi Yin, Xiangguo Sun, Tong Chen, Bogdan Gabrys
, Katarzyna Musial:
Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction. CoRR abs/2006.01963 (2020) - [i2]Xiangguo Sun, Hongzhi Yin, Bo Liu, Hongxu Chen, Jiuxin Cao, Yingxia Shao, Nguyen Quoc Viet Hung:
Heterogeneous Hypergraph Embedding for Graph Classification. CoRR abs/2010.10728 (2020) - [i1]Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, Mahsa Baktashmotlagh:
Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph. CoRR abs/2011.12517 (2020)
2010 – 2019
- 2019
- [c10]Xiaocui Li, Hongzhi Yin
, Ke Zhou, Hongxu Chen
, Shazia Sadiq
, Xiaofang Zhou
:
Semi-supervised Clustering with Deep Metric Learning. DASFAA (3) 2019: 383-386 - [c9]Tong Chen
, Hongzhi Yin
, Hongxu Chen
, Rui Yan, Quoc Viet Hung Nguyen
, Xue Li
:
AIR: Attentional Intention-Aware Recommender Systems. ICDE 2019: 304-315 - [c8]Hongxu Chen
, Hongzhi Yin
, Tong Chen
, Quoc Viet Hung Nguyen
, Wen-Chih Peng, Xue Li
:
Exploiting Centrality Information with Graph Convolutions for Network Representation Learning. ICDE 2019: 590-601 - [c7]Shijie Zhang, Hongzhi Yin
, Qinyong Wang, Tong Chen
, Hongxu Chen
, Quoc Viet Hung Nguyen
:
Inferring Substitutable Products with Deep Network Embedding. IJCAI 2019: 4306-4312 - [c6]Yuandong Wang, Hongzhi Yin
, Hongxu Chen
, Tianyu Wo, Jie Xu, Kai Zheng:
Origin-Destination Matrix Prediction via Graph Convolution: a New Perspective of Passenger Demand Modeling. KDD 2019: 1227-1235 - 2018
- [c5]Tong Chen
, Hongzhi Yin
, Hongxu Chen
, Lin Wu
, Hao Wang, Xiaofang Zhou
, Xue Li
:
TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction. ICDM 2018: 49-58 - [c4]Hongxu Chen
, Hongzhi Yin
, Weiqing Wang
, Hao Wang, Quoc Viet Hung Nguyen
, Xue Li
:
PME: Projected Metric Embedding on Heterogeneous Networks for Link Prediction. KDD 2018: 1177-1186 - [c3]Tong Chen
, Hongxu Chen
, Xue Li
:
Rumor Detection via Recurrent Neural Networks: A Case Study on Adaptivity with Varied Data Compositions. PAKDD (Workshops) 2018: 121-127 - 2017
- [c2]Hongzhi Yin
, Hongxu Chen
, Xiaoshuai Sun, Hao Wang, Yang Wang, Quoc Viet Hung Nguyen
:
SPTF: A Scalable Probabilistic Tensor Factorization Model for Semantic-Aware Behavior Prediction. ICDM 2017: 585-594 - [c1]Hongxu Chen
, Hongzhi Yin
, Xue Li
, Meng Wang, Weitong Chen, Tong Chen
:
People Opinion Topic Model: Opinion based User Clustering in Social Networks. WWW (Companion Volume) 2017: 1353-1359
Coauthor Index

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last updated on 2025-02-15 00:23 CET by the dblp team
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