Hongxu Chen

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 111

Top Venues

CoRR

WWW

IEEE Trans. Knowl. Data Eng.

CIKM

Publications

Zhishan Li, Hongxu Chen, Battista Biggio, Yifan He, Haoran Cai, Fabio Roli, Lei Xie
Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Hongxu Chen, Quan Zhang, Jian-Huang Lai, Xiaohua Xie
Unsupervised Group Re-identification via Adaptive Clustering-Driven Progressive Learning. AAAI (2024)
Haoyang He, Jiangning Zhang, Hongxu Chen, Xuhai Chen, Zhishan Li, Xu Chen, Yabiao Wang, Chengjie Wang, Lei Xie
A Diffusion-Based Framework for Multi-Class Anomaly Detection. AAAI (2024)
Ge Yan, Hongxu Chen, Kaisen Pan, Junchi Yan
Rethinking the symmetry-preserving circuits for constrained variational quantum algorithms. ICLR (2024)
Haoyang He, Yuhu Bai, Jiangning Zhang, Qingdong He, Hongxu Chen, Zhenye Gan, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Lei Xie
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection. CoRR (2024)
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) (2023)
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) (2023)
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)
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 (2023)
Yuchen Zeng, Hongxu Chen, Kangwook Lee
Federated Learning with Local Fairness Constraints. ISIT (2023)
Huan Li, Hongxu Chen
Analysis of the Impact of Train Delays on the Passenger Flow Organization of Double Line Transfer Subway Stations during Peak Hours. ICBAR (2023)
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) (2023)
Haoyang He, Zhishan Li, Guanzhong Tian, Hongxu Chen, Lei Xie, Shan Lu, Hongye Su
Towards accurate dense pedestrian detection via occlusion-prediction aware label assignment and hierarchical-NMS. Pattern Recognit. Lett. 174 (2023)
Haoyang He, Jiangning Zhang, Hongxu Chen, Xuhai Chen, Zhishan Li, Xu Chen, Yabiao Wang, Chengjie Wang, Lei Xie
DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection. CoRR (2023)
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) (2023)
Anchen Li, Bo Yang, Huan Huo, Hongxu Chen, Guandong Xu, Zhen Wang
Hyperbolic Neural Collaborative Recommender. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Huan Li, Hongxu Chen
Research on Optimization Algorithm of Single-block Train Formation Plan of Technical Station. Int. J. Comput. Commun. Control 18 (5) (2023)
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)
Haoran Yang, Xiangyu Zhao, Muyang Li, Hongxu Chen, Guandong Xu
Federated Graph Contrastive Learning. CoRR (2022)
Kangzheng Liu, Feng Zhao, Hongxu Chen, Yicong Li, Guandong Xu, Hai Jin
DA-Net: Distributed Attention Network for Temporal Knowledge Graph Reasoning. CIKM (2022)
Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan
Towards Unsupervised Deep Graph Structure Learning. CoRR (2022)
Hongxu Chen, Sixiao Zhang, Guandong Xu
Graph Masked Autoencoder. CoRR (2022)
Hongxu Chen, Quan Zhang, Jianhuang Lai
Salient Foreground-Aware Network for Person Search. CCBR (2022)
Zhenfeng He, Yuqiang Han, Zhenqiu Ouyang, Wei Gao, Hongxu Chen, Guandong Xu, Jian Wu
DialMed: A Dataset for Dialogue-based Medication Recommendation. CoRR (2022)
Can Yang, Zhengzi Xu, Hongxu Chen, Yang Liu, Xiaorui Gong, Baoxu Liu
Modx: Binary Level Partial Imported Third-Party Library Detection through Program Modularization and Semantic Matching. CoRR (2022)
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) (2022)
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) (2022)
Qun Liu, Hongxu Chen
Optimization of J supermarket cashier service system based on M/M/c model. MSIE (2022)
Sixiao Zhang, Hongxu Chen, Xiangguo Sun, Yicong Li, Guandong Xu
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation. CoRR (2022)
Haoran Yang, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu
Dual Space Graph Contrastive Learning. WWW (2022)
Chengkun Zhang, Hongxu Chen, Sixiao Zhang, Guandong Xu, Junbin Gao
Geometric Inductive Matrix Completion: A Hyperbolic Approach with Unified Message Passing. WSDM (2022)
Li He, Xianzhi Wang, Hongxu Chen, Guandong Xu
Online Spam Review Detection: A Survey of Literature. Hum. Centric Intell. Syst. 2 (1-2) (2022)
Sixiao Zhang, Hongxu Chen, Xiangguo Sun, Yicong Li, Guandong Xu
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation. WWW (2022)
Haoran Yang, Hongxu Chen, Sixiao Zhang, Xiangguo Sun, Qian Li, Guandong Xu
Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning. CoRR (2022)
Xiangmeng Wang, Qian Li, Dianer Yu, Zhichao Wang, Hongxu Chen, Guandong Xu
MGPolicy: Meta Graph Enhanced Off-policy Learning for Recommendations. SIGIR (2022)
Hongxu Chen
Regularity of Boltzmann Equation with Cercignani-Lampis Boundary in Convex Domain. SIAM J. Math. Anal. 54 (3) (2022)
Jy-yong Sohn, Liang Shang, Hongxu Chen, Jaekyun Moon, Dimitris S. Papailiopoulos, Kangwook Lee
GenLabel: Mixup Relabeling using Generative Models. CoRR (2022)
Jy-yong Sohn, Liang Shang, Hongxu Chen, Jaekyun Moon, Dimitris S. Papailiopoulos, Kangwook Lee
GenLabel: Mixup Relabeling using Generative Models. ICML (2022)
Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan
Towards Unsupervised Deep Graph Structure Learning. WWW (2022)
Zhenfeng He, Yuqiang Han, Zhenqiu Ouyang, Wei Gao, Hongxu Chen, Guandong Xu, Jian Wu
DialMed: A Dataset for Dialogue-based Medication Recommendation. COLING (2022)
Can Yang, Zhengzi Xu, Hongxu Chen, Yang Liu, Xiaorui Gong, Baoxu Liu
ModX: Binary Level Partially Imported Third-Party Library Detection via Program Modularization and Semantic Matching. ICSE (2022)
Haoran Yang, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu
Dual Space Graph Contrastive Learning. CoRR (2022)
Zhiwu Xu, Hongxu Chen, Alwen Tiu, Yang Liu, Kunal Sareen
A permission-dependent type system for secure information flow analysis. J. Comput. Secur. 29 (2) (2021)
Xiangguo Sun, Hongzhi Yin, Bo Liu, Hongxu Chen, Jiuxin Cao, Yingxia Shao, Nguyen Quoc Viet Hung
Heterogeneous Hypergraph Embedding for Graph Classification. WSDM (2021)
Yuchen Zeng, Hongxu Chen, Kangwook Lee
Improving Fairness via Federated Learning. CoRR (2021)
Haoran Yang, Hongxu Chen, Lin Li, Philip S. Yu, Guandong Xu
Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation. ICDM (2021)
Li He, Dingxian Wang, Hanzhang Wang, Hongxu Chen, Guandong Xu
TagPick: A System for Bridging Micro-Video Hashtags and E-commerce Categories. CoRR (2021)
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 (2021)
Hongxu Chen, Yicong Li, Xiangguo Sun, Guandong Xu, Hongzhi Yin
Temporal Meta-path Guided Explainable Recommendation. WSDM (2021)
Hongxu Chen, Yicong Li, Xiangguo Sun, Guandong Xu, Hongzhi Yin
Temporal Meta-path Guided Explainable Recommendation. CoRR (2021)
Li He, Hongxu Chen, Dingxian Wang, Shoaib Jameel, Philip S. Yu, Guandong Xu
Click-Through Rate Prediction with Multi-Modal Hypergraphs. CIKM (2021)
Hongxu Chen, Yicong Li, Haoran Yang
Graph Data Mining in Recommender Systems. WISE (2) (2021)
Yuekang Li, Guozhu Meng, Jun Xu, Cen Zhang, Hongxu Chen, Xiaofei Xie, Haijun Wang, Yang Liu
Vall-nut: Principled Anti-Grey box - Fuzzing. ISSRE (2021)
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) (2021)
Cen Zhang, Yuekang Li, Hongxu Chen, Xiaoxing Luo, Miaohua Li, Anh Quynh Nguyen, Yang Liu
BIFF: Practical Binary Fuzzing Framework for Programs of IoT and Mobile Devices. ASE (2021)
Hongxu Chen
Fabrication of Polymer/Metal Composite Micro/Nano Array Structures and the Applications in Biological Interfaces and Actuators. NEMS (2021)
Wenzhuo Song, Hongxu Chen, Xueyan Liu, Hongzhe Jiang, Shengsheng Wang
Hyperbolic node embedding for signed networks. Neurocomputing 421 (2021)
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) (2021)
Meng Wang, Kefei Chen, Gang Xiao, Xinyue Zhang, Hongxu Chen, Sen Wang
Explaining similarity for SPARQL queries. World Wide Web 24 (5) (2021)
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) (2021)
Zhengyang Geng, Meng-Hao Guo, Hongxu Chen, Xia Li, Ke Wei, Zhouchen Lin
Is Attention Better Than Matrix Decomposition? CoRR (2021)
Anchen Li, Bo Yang, Hongxu Chen, Guandong Xu
Hyperbolic Neural Collaborative Recommender. CoRR (2021)
Li He, Hongxu Chen, Dingxian Wang, Shoaib Jameel, Philip S. Yu, Guandong Xu
Click-Through Rate Prediction with Multi-Modal Hypergraphs. CoRR (2021)
Haoran Yang, Hongxu Chen, Lin Li, Philip S. Yu, Guandong Xu
Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation. CoRR (2021)
Sixiao Zhang, Hongxu Chen, Xiao Ming, Lizhen Cui, Hongzhi Yin, Guandong Xu
Where are we in embedding spaces? KDD (2021)
Cen Zhang, Xingwei Lin, Yuekang Li, Yinxing Xue, Jundong Xie, Hongxu Chen, Xinlei Ying, Jiashui Wang, Yang Liu
APICraft: Fuzz Driver Generation for Closed-source SDK Libraries. USENIX Security Symposium (2021)
Hongxu Chen, Xingjian Huang, Huan Li, Haibo Zhang
Emergency evacuation with unbalanced utilization of exits at platform level: A simulation study. J. Intell. Fuzzy Syst. 41 (4) (2021)
Li He, Dingxian Wang, Hanzhang Wang, Hongxu Chen, Guandong Xu
TagPick: A System for Bridging Micro-Video Hashtags and E-commerce Categories. CIKM (2021)
Zhengyang Geng, Meng-Hao Guo, Hongxu Chen, Xia Li, Ke Wei, Zhouchen Lin
Is Attention Better Than Matrix Decomposition? ICLR (2021)
Yicong Li, Hongxu Chen, Yile Li, Lin Li, Philip S. Yu, Guandong Xu
Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation. CoRR (2021)
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) (2021)
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)
Yicong Li, Hongxu Chen, Xiangguo Sun, Zhenchao Sun, Lin Li, Lizhen Cui, Philip S. Yu, Guandong Xu
Hyperbolic Hypergraphs for Sequential Recommendation. CIKM (2021)
Yicong Li, Hongxu Chen, Xiangguo Sun, Zhenchao Sun, Lin Li, Lizhen Cui, Philip S. Yu, Guandong Xu
Hyperbolic Hypergraphs for Sequential Recommendation. CoRR (2021)
Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection. CoRR (2021)
Hongxu Chen, Shengjian Guo, Yinxing Xue, Yulei Sui, Cen Zhang, Yuekang Li, Haijun Wang, Yang Liu
MUZZ: Thread-aware Grey-box Fuzzing for Effective Bug Hunting in Multithreaded Programs. CoRR (2020)
Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, Mahsa Baktashmotlagh
Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph. CoRR (2020)
Haijun Wang, Xiaofei Xie, Yi Li, Cheng Wen, Yuekang Li, Yang Liu, Shengchao Qin, Hongxu Chen, Yulei Sui
Typestate-guided fuzzer for discovering use-after-free vulnerabilities. ICSE (2020)
Yuekang Li, Hongxu Chen, Cen Zhang, Siyang Xiong, Chaoyi Liu, Yi Wang
Ori: A Greybox Fuzzer for SOME/IP Protocols in Automotive Ethernet. APSEC (2020)
Xiangguo Sun, Hongzhi Yin, Bo Liu, Hongxu Chen, Jiuxin Cao, Yingxia Shao, Nguyen Quoc Viet Hung
Heterogeneous Hypergraph Embedding for Graph Classification. CoRR (2020)
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) (2020)
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)
Cheng Wen, Haijun Wang, Yuekang Li, Shengchao Qin, Yang Liu, Zhiwu Xu, Hongxu Chen, Xiaofei Xie, Geguang Pu, Ting Liu
MemLock: memory usage guided fuzzing. ICSE (2020)
Lili Quan, Qianyu Guo, Hongxu Chen, Xiaofei Xie, Xiaohong Li, Yang Liu, Jing Hu
SADT: Syntax-Aware Differential Testing of Certificate Validation in SSL/TLS Implementations. ASE (2020)
Hongxu Chen, Shengjian Guo, Yinxing Xue, Yulei Sui, Cen Zhang, Yuekang Li, Haijun Wang, Yang Liu
MUZZ: Thread-aware Grey-box Fuzzing for Effective Bug Hunting in Multithreaded Programs. USENIX Security Symposium (2020)
Hongxu Chen, Hongzhi Yin, Xiangguo Sun, Tong Chen, Bogdan Gabrys, Katarzyna Musial
Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction. CoRR (2020)
Tong Chen, Hongzhi Yin, Hongxu Chen, Rui Yan, Quoc Viet Hung Nguyen, Xue Li
AIR: Attentional Intention-Aware Recommender Systems. ICDE (2019)
Hongxu Chen, Qin Li, Jianfeng Lu
A numerical method for coupling the BGK model and Euler equations through the linearized Knudsen layer. J. Comput. Phys. 398 (2019)
Shijie Zhang, Hongzhi Yin, Qinyong Wang, Tong Chen, Hongxu Chen, Quoc Viet Hung Nguyen
Inferring Substitutable Products with Deep Network Embedding. IJCAI (2019)
Yuekang Li, Yinxing Xue, Hongxu Chen, Xiuheng Wu, Cen Zhang, Xiaofei Xie, Haijun Wang, Yang Liu
Cerebro: context-aware adaptive fuzzing for effective vulnerability detection. ESEC/SIGSOFT FSE (2019)
Xiaofei Xie, Lei Ma, Felix Juefei-Xu, Minhui Xue, Hongxu Chen, Yang Liu, Jianjun Zhao, Bo Li, Jianxiong Yin, Simon See
DeepHunter: a coverage-guided fuzz testing framework for deep neural networks. ISSTA (2019)
Xiaofei Xie, Hongxu Chen, Yi Li, Lei Ma, Yang Liu, Jianjun Zhao
Coverage-Guided Fuzzing for Feedforward Neural Networks. ASE (2019)
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)
Xiaocui Li, Hongzhi Yin, Ke Zhou, Hongxu Chen, Shazia W. Sadiq, Xiaofang Zhou
Semi-supervised Clustering with Deep Metric Learning. DASFAA (3) (2019)
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)
Hongxu Chen, Alwen Tiu, Zhiwu Xu, Yang Liu
A Permission-Dependent Type System for Secure Information Flow Analysis. CSF (2018)
Haiming Xie, Guangyu Tian, Hongxu Chen, Jing Wang, Yong Huang
A distribution density-based methodology for driving data cluster analysis: A case study for an extended-range electric city bus. Pattern Recognit. 73 (2018)
Tong Chen, Hongxu Chen, Xue Li
Rumor Detection via Recurrent Neural Networks: A Case Study on Adaptivity with Varied Data Compositions. PAKDD (Workshops) (2018)
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)
Hongxu Chen, Yinxing Xue, Yuekang Li, Bihuan Chen, Xiaofei Xie, Xiuheng Wu, Yang Liu
Hawkeye: Towards a Desired Directed Grey-box Fuzzer. CCS (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hongxu Chen