Guandong Xu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 309

Top Venues

Publications

Yao Wan, Yang He, Zhangqian Bi, Jianguo Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin, Philip S. Yu
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit. CoRR (2024)
Chao Yang, Xianzhi Wang, Lina Yao, Guodong Long, Guandong Xu
Dyformer: A dynamic transformer-based architecture for multivariate time series classification. Inf. Sci. 656 (2024)
Guiming Cao, Kaize Shi, Hong Fu, Huaiwen Zhang, Guandong Xu
APLe: Token-Wise Adaptive for Multi-Modal Prompt Learning. CoRR (2024)
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 (2024)
Yao Wu, Jian Cao, Guandong Xu
FASTER: A Dynamic Fairness-assurance Strategy for Session-based Recommender Systems. ACM Trans. Inf. Syst. 42 (1) (2024)
Yao Wu, Jian Cao, Guandong Xu
Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Yakun Chen, Ruotong Hu, Zihao Li, Chao Yang, Xianzhi Wang, Guodong Long, Guandong Xu
Exploring explicit and implicit graph learning for multivariate time series imputation. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Dongjing Wang, Xin Zhang, Yuyu Yin, Dongjin Yu, Guandong Xu, Shuiguang Deng
Multi-View Enhanced Graph Attention Network for Session-Based Music Recommendation. ACM Trans. Inf. Syst. 42 (1) (2024)
Md. Rafiqul Islam, Shanjita Akter, Linta Islam, Imran Razzak, Xianzhi Wang, Guandong Xu
Strategies for evaluating visual analytics systems: A systematic review and new perspectives. Inf. Vis. 23 (1) (2024)
Yakun Chen, Kaize Shi, Zhangkai Wu, Juan Chen, Xianzhi Wang, Julian J. McAuley, Guandong Xu, Shui Yu
Temporal Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation. CoRR (2024)
Abdullah Alsuhaibani, Hamad Zogan, Imran Razzak, Shoaib Jameel, Guandong Xu
IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification. CoRR (2024)
Wei Jiang, Xinyi Gao, Guandong Xu, Tong Chen, Hongzhi Yin
Challenging Low Homophily in Social Recommendation. 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)
Zongda Wu, Huawen Liu, Jian Xie, Guandong Xu, Gang Li, Chenglang Lu
An effective method for the protection of user health topic privacy for health information services. World Wide Web (WWW) 26 (6) (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)
Chao Yang, Xianzhi Wang, Lina Yao, Guodong Long, Guandong Xu
From Time Series to Multi-modality: Classifying Multivariate Time Series via Both 1D and 2D Representations. ADMA (1) (2023)
David Hason Rudd, Huan Huo, Guandong Xu
Predicting Financial Literacy via Semi-supervised Learning. CoRR (2023)
Xin Xia, Junliang Yu, Guandong Xu, Hongzhi Yin
Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation. CoRR (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)
Yakun Chen, Kaize Shi, Xianzhi Wang, Guandong Xu
MTSTI: A Multi-task Learning Framework for Spatiotemporal Imputation. ADMA (5) (2023)
Xiangmeng Wang, Qian Li, Dianer Yu, Peng Cui, Zhichao Wang, Guandong Xu
Causal Disentanglement for Semantic-Aware Intent Learning in Recommendation. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Abdul Matin, Md. Rafiqul Islam, Xianzhi Wang, Huan Huo, Guandong Xu
AIoT for sustainable manufacturing: Overview, challenges, and opportunities. Internet Things 24 (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)
Xianfeng Zhang, Yanhui Gu, Guandong Xu, Yafei Li, Jinlan Wang, Zhenglu Yang
HaPPy: Harnessing the Wisdom from Multi-Perspective Graphs for Protein-Ligand Binding Affinity Prediction (Student Abstract). AAAI (2023)
Jing Long, Tong Chen, Quoc Viet Hung Nguyen, Guandong Xu, Kai Zheng, Hongzhi Yin
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation. SIGIR (2023)
Yakun Chen, Xianzhi Wang, Guandong Xu
GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation. CoRR (2023)
Chao Yang, Xianzhi Wang, Lina Yao, Guodong Long, Jing Jiang, Guandong Xu
Attentional Gated Res2Net for Multivariate Time Series Classification. Neural Process. Lett. 55 (2) (2023)
David Hason Rudd, Huan Huo, Guandong Xu
An Extended Variational Mode Decomposition Algorithm Developed Speech Emotion Recognition Performance. PAKDD (3) (2023)
Xingliang Wang, Dongjing Wang, Dongjin Yu, Runze Wu, Qimeng Yang, Shuiguang Deng, Guandong Xu
Intent-aware Graph Neural Network for Point-of-Interest embedding and recommendation. Neurocomputing 557 (2023)
Kangzheng Liu, Feng Zhao, Guandong Xu, Xianzhi Wang, Hai Jin
RETIA: Relation-Entity Twin-Interact Aggregation for Temporal Knowledge Graph Extrapolation. ICDE (2023)
Tri Dung Duong, Qian Li, Guandong Xu
Achieving Counterfactual Fairness with Imperfect Structural Causal Model. CoRR (2023)
Jing Long, Tong Chen, Nguyen Quoc Viet Hung, Guandong Xu, Kai Zheng, Hongzhi Yin
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation. CoRR (2023)
Tri Dung Duong, Qian Li, Guandong Xu
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data Using Normalizing Flows. PAKDD (2) (2023)
Haoran Tang, Shiqing Wu, Guandong Xu, Qing Li
Dynamic Graph Evolution Learning for Recommendation. SIGIR (2023)
Tri Dung Duong, Qian Li, Guandong Xu
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing Flows. CoRR (2023)
Xiangguo Sun, Hong Cheng, Bo Liu, Jia Li, Hongyang Chen, Guandong Xu, Hongzhi Yin
Self-Supervised Hypergraph Representation Learning for Sociological Analysis. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Kaize Shi, Xueyao Sun, Dingxian Wang, Yinlin Fu, Guandong Xu, Qing Li
LLaMA-E: Empowering E-commerce Authoring with Multi-Aspect Instruction Following. CoRR (2023)
Kangzheng Liu, Feng Zhao, Guandong Xu, Shiqing Wu
IE-Evo: Internal and External Evolution-Enhanced Temporal Knowledge Graph Forecasting. ICDM (2023)
Xiangmeng Wang, Qian Li, Dianer Yu, Qing Li, Guandong Xu
Counterfactual Explanation for Fairness in Recommendation. CoRR (2023)
David Hason Rudd, Huan Huo, Guandong Xu
Causal Analysis of Customer Churn Using Deep Learning. CoRR (2023)
Xiangmeng Wang, Qian Li, Dianer Yu, Wei Huang, Guandong Xu
Causal Neural Graph Collaborative Filtering. CoRR (2023)
David Hason Rudd, Huan Huo, Guandong Xu
Improved Churn Causal Analysis Through Restrained High-Dimensional Feature Space Effects in Financial Institutions. CoRR (2023)
Zihao Li, Xianzhi Wang, Chao Yang, Lina Yao, Julian J. McAuley, Guandong Xu
Exploiting Explicit and Implicit Item relationships for Session-based Recommendation. WSDM (2023)
Wu He, Guandong Xu, Imran Razzak
Social responses to the COVID-19 pandemic. Behav. Inf. Technol. 42 (2) (2023)
Imran Razzak, Muhammad Khuram Khan, Guandong Xu, Fahmi Khalifa
Guest Editorial Open and Interpretable AI in Computational Pathology. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Qian Li, Xiangmeng Wang, Zhichao Wang, Guandong Xu
Be Causal: De-Biasing Social Network Confounding in Recommendation. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
David Hason Rudd, Huan Huo, Guandong Xu
Leveraged Mel spectrograms using Harmonic and Percussive Components in Speech Emotion Recognition. CoRR (2023)
Hongzhi Yin, Yizhou Sun, Guandong Xu, Evangelos Kanoulas
Trustworthy Recommendation and Search: Introduction to the Special Section - Part 2. ACM Trans. Inf. Syst. 41 (4) (2023)
Zongda Wu, Jian Xie, Shigen Shen, Chongze Lin, Guandong Xu, Enhong Chen
A Confusion Method for the Protection of User Topic Privacy in Chinese Keyword-based Book Retrieval. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (5) (2023)
Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu
Causal Optimal Transport for Treatment Effect Estimation. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Hongzhi Yin, Yizhou Sun, Guandong Xu, Evangelos Kanoulas
Trustworthy Recommendation and Search: Introduction to the Special Issue - Part 1. ACM Trans. Inf. Syst. 41 (3) (2023)
Khanh-Van Nguyen, Md. Rafiqul Islam, Huan Huo, Peter Tilocca, Guandong Xu
Explainable exclusion in the life insurance using multi-label classifier. IJCNN (2023)
Xin Xia, Junliang Yu, Guandong Xu, Hongzhi Yin
Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation. CIKM (2023)
Li He, Xianzhi Wang, Dingxian Wang, Haoyuan Zou, Hongzhi Yin, Guandong Xu
Simplifying Graph-based Collaborative Filtering for Recommendation. WSDM (2023)
Zhihong Cui, Xiangguo Sun, Li Pan, Shijun Liu, Guandong Xu
Event-based incremental recommendation via factors mixed Hawkes process. Inf. Sci. 639 (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)
Dianer Yu, Qian Li, Hongzhi Yin, Guandong Xu
Causality-guided Graph Learning for Session-based Recommendation. CIKM (2023)
Kaize Shi, Xueyao Sun, Li He, Dingxian Wang, Qing Li, Guandong Xu
AMR-TST: Abstract Meaning Representation-based Text Style Transfer. ACL (Findings) (2023)
David Hason Rudd, Huan Huo, Guandong Xu
An Extended Variational Mode Decomposition Algorithm Developed Speech Emotion Recognition Performance. CoRR (2023)
Dianer Yu, Qian Li, Xiangmeng Wang, Guandong Xu
Deconfounded recommendation via causal intervention. Neurocomputing 529 (2023)
Abdul Rehman Javed, Imran Razzak, Guandong Xu
Federated Learning for Privacy Preservation of Healthcare Data From Smartphone-Based Side-Channel Attacks. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Shiqing Wu, Guandong Xu, Xianzhi Wang
SOAC: Supervised Off-Policy Actor-Critic for Recommender Systems. ICDM (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)
David Hason Rudd, Huan Huo, Md. Rafiqul Islam, Guandong Xu
Churn Prediction via Multimodal Fusion Learning: Integrating Customer Financial Literacy, Voice, and Behavioral Data. CoRR (2023)
Wei Gao, Jian Wu, Guandong Xu
Detecting Duplicate Questions in Stack Overflow via Source Code Modeling. Int. J. Softw. Eng. Knowl. Eng. 32 (2) (2022)
Yansong Shen, Lin Li, Qing Xie, Xin Li, Guandong Xu
A Two-Tower Spatial-Temporal Graph Neural Network for Traffic Speed Prediction. PAKDD (1) (2022)
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)
Omar Sharif, Md. Rafiqul Islam, Md Zobaer Hasan, Muhammad Ashad Kabir, Md Emran Hasan, Salman A. AlQahtani, Guandong Xu
Analyzing the Impact of Demographic Variables on Spreading and Forecasting COVID-19. J. Heal. Informatics Res. 6 (1) (2022)
Yao Wan, Shijie Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Dezhong Yao, Hai Jin, Lichao Sun
You see what I want you to see: poisoning vulnerabilities in neural code search. ESEC/SIGSOFT FSE (2022)
Avery Tzeng Chiet Ngiam, Md. Rafiqul Islam, Guandong Xu
ECTRS: A Personalised Early Career Trajectory Recommender System for Youths. BESC (2022)
Zihao Li, Xianzhi Wang, Lina Yao, Yakun Chen, Guandong Xu, Ee-Peng Lim
Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction. WISE (2022)
Wenhua Wang, Yuqun Zhang, Yulei Sui, Yao Wan, Zhou Zhao, Jian Wu, Philip S. Yu, Guandong Xu
Reinforcement-Learning-Guided Source Code Summarization Using Hierarchical Attention. IEEE Trans. Software Eng. 48 (2) (2022)
Wilson Kurnia Lukmanjaya, Md. Rafiqul Islam, Guandong Xu
Evidence-Based Process in Research Involving Machine Learning Algorithms. BESC (2022)
Hongxu Chen, Sixiao Zhang, Guandong Xu
Graph Masked Autoencoder. CoRR (2022)
Ruilin Zhao, Feng Zhao, Guandong Xu, Sixiao Zhang, Hai Jin
Can Language Models Serve as Temporal Knowledge Bases? EMNLP (Findings) (2022)
Dianer Yu, Qian Li, Xiangmeng Wang, Zhichao Wang, Yanan Cao, Guandong Xu
Semantics-Guided Disentangled Learning for Recommendation. PAKDD (1) (2022)
Xiangguo Sun, Hong Cheng, Bo Liu, Jia Li, Hongyang Chen, Guandong Xu, Hongzhi Yin
Self-supervised Hypergraph Representation Learning for Sociological Analysis. CoRR (2022)
Yao Wan, Wei Zhao, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin
What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code. CoRR (2022)
Peipei Wang, Lin Li, Qing Xie, Ru Wang, Guandong Xu
Social dual-effect driven group modeling for neural group recommendation. Neurocomputing 481 (2022)
Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu
Deep treatment-adaptive network for causal inference. VLDB J. 31 (5) (2022)
Kangzheng Liu, Feng Zhao, Guandong Xu, Xianzhi Wang, Hai Jin
Temporal Knowledge Graph Reasoning via Time-Distributed Representation Learning. ICDM (2022)
David Hason Rudd, Huan Huo, Guandong Xu
Predicting Financial Literacy via Semi-supervised Learning. AI (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)
Xiangmeng Wang, Qian Li, Dianer Yu, Guandong Xu
Off-policy Learning over Heterogeneous Information for Recommendation. WWW (2022)
Arusarka Bose, Zili Zhou, Guandong Xu
COV19IR : COVID-19 Domain Literature Information Retrieval. CoRR (2022)
Lei Yang, Yao Xie, Md Rafiqul Islam, Guandong Xu
Big Data and Artificial Intelligence (AI) to Detect Glaucoma. BESC (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)
Imran Razzak, Guandong Xu, Muhammad Khurram Khan
Guest Editorial: Privacy-Preserving Federated Machine Learning Solutions for Enhanced Security of Critical Energy Infrastructures. IEEE Trans. Ind. Informatics 18 (5) (2022)
Xiangmeng Wang, Qian Li, Dianer Yu, Guandong Xu
Reinforced Path Reasoning for Counterfactual Explainable Recommendation. CoRR (2022)
Peipei Wang, Lin Li, Ru Wang, Xinhao Zheng, Jiaxi He, Guandong Xu
Learning persona-driven personalized sentimental representation for review-based recommendation. Expert Syst. Appl. 203 (2022)
Sixiao Zhang, Hongxu Chen, Xiangguo Sun, Yicong Li, Guandong Xu
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation. CoRR (2022)
Xin Xia, Hongzhi Yin, Junliang Yu, Qinyong Wang, Guandong Xu, Nguyen Quoc Viet Hung
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation. CoRR (2022)
Hadeel Alhosaini, Xianzhi Wang, Lina Yao, Yakun Chen, Guandong Xu
Caching Hierarchical Skylines for Efficient Service Composition on Service Graphs. SCC (2022)
Hamad Zogan, Imran Razzak, Xianzhi Wang, Shoaib Jameel, Guandong Xu
Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media. World Wide Web 25 (1) (2022)
Yi Gui, Yao Wan, Hongyu Zhang, Huifang Huang, Yulei Sui, Guandong Xu, Zhiyuan Shao, Hai Jin
Cross-Language Binary-Source Code Matching with Intermediate Representations. CoRR (2022)
Haoran Yang, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu
Dual Space Graph Contrastive Learning. WWW (2022)
Yi Gui, Yao Wan, Hongyu Zhang, Huifang Huang, Yulei Sui, Guandong Xu, Zhiyuan Shao, Hai Jin
Cross-Language Binary-Source Code Matching with Intermediate Representations. SANER (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guandong Xu