Guandong Xu

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 33

Top Topics

Data Visualization

Graph Embedding

Natural Language

Top Venues

IEEE Trans. Knowl. Data Eng.

ACM Trans. Inf. Syst.

Expert Syst. Appl.

Publications

Yicong Li, Yu Yang, Jiannong Cao, Shuaiqi Liu, Haoran Tang, Guandong Xu
Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach. CoRR (2024)
Wenna Lai, Haoran Xie, Guandong Xu, Qing Li
RVISA: Reasoning and Verification for Implicit Sentiment Analysis. 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. WSDM (2024)
Anchen Li, Bo Yang, Huan Huo, Farookh Khadeer Hussain, Guandong Xu
Structure- and Logic-Aware Heterogeneous Graph Learning for Recommendation. ICDE (2024)
Kaixi Hu, Lin Li, Qing Xie, Jianquan Liu, Xiaohui Tao, Guandong Xu
Decoupled Progressive Distillation for Sequential Prediction with Interaction Dynamics. ACM Trans. Inf. Syst. 42 (3) (2024)
Hamad Zogan, Imran Razzak, Shoaib Jameel, Guandong Xu
Hierarchical Convolutional Attention Network for Depression Detection on Social Media and Its Impact During Pandemic. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Xiangmeng Wang, Qian Li, Dianer Yu, Qing Li, Guandong Xu
Counterfactual Explanation for Fairness in Recommendation. ACM Trans. Inf. Syst. 42 (4) (2024)
Hamad Zogan, Imran Razzak, Shoaib Jameel, Guandong Xu
NarrationDep: Narratives on Social Media For Automatic Depression Detection. CoRR (2024)
Xiangmeng Wang, Qian Li, Dianer Yu, Wei Huang, Qing Li, Guandong Xu
Neural Causal Graph collaborative filtering. Inf. Sci. 677 (2024)
Pan Gu, Haiyang Hu, Dongjing Wang, Dongjin Yu, Guandong Xu
Temporal Diversity-Aware Micro-Video Recommendation with Long- and Short-Term Interests Modeling. Neural Process. Lett. 56 (3) (2024)
Tri Dung Duong, Qian Li, Guandong Xu
Achieving counterfactual fairness with imperfect structural causal model. Expert Syst. Appl. 240 (2024)
Tri Dung Duong, Qian Li, Guandong Xu
Causality-based counterfactual explanation for classification models. Knowl. Based Syst. 300 (2024)
Xiangmeng Wang, Qian Li, Dianer Yu, Qing Li, Guandong Xu
Reinforced Path Reasoning for Counterfactual Explainable Recommendation. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
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) (2024)
Xueyao Sun, Kaize Shi, Haoran Tang, Guandong Xu, Qing Li
Expert-Guided Extinction of Toxic Tokens for Debiased Generation. CoRR (2024)
Dongjin Yu, Gangming Guo, Dongjing Wang, Haiping Zhang, Bao Li, Guandong Xu, Shuiguang Deng
Modeling dynamic spatio-temporal correlations and transitions with time window partitioning for traffic flow prediction. Expert Syst. Appl. 252 (2024)
Md. Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca, Guandong Xu
Natural language interactions enhanced by data visualization to explore insurance claims and manage risk. Ann. Oper. Res. 339 (3) (2024)
Jiaqi Deng, Kaize Shi, Huan Huo, Dingxian Wang, Guandong Xu
Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement. SIGIR (2024)
Yicong Li, Yu Yang, Jiannong Cao, Shuaiqi Liu, Haoran Tang, Guandong Xu
Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach. KDD (2024)
Pan Gu, Haiyang Hu, Guandong Xu
Modeling multi-behavior sequence via HyperGRU contrastive network for micro-video recommendation. Knowl. Based Syst. 295 (2024)
Yang Wu, Yao Wan, Hongyu Zhang, Yulei Sui, Wucai Wei, Wei Zhao, Guandong Xu, Hai Jin
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study. CoRR (2024)
Li He, Kaize Shi, Dingxian Wang, Xianzhi Wang, Guandong Xu
A topic-controllable keywords-to-text generator with knowledge base network. CAAI Trans. Intell. Technol. 9 (3) (2024)
Hadeel Alhosaini, Sultan Alharbi, Xianzhi Wang, Guandong Xu
API Recommendation For Mashup Creation: A Comprehensive Survey. Comput. J. 67 (5) (2024)
Zihao Li, Yakun Chen, Xianzhi Wang, Lina Yao, Guandong Xu
Multi-view GCN for loan default risk prediction. Neural Comput. Appl. 36 (20) (2024)
Zhaoyang Chu, Yao Wan, Qian Li, Yang Wu, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin
Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation. CoRR (2024)
Kaize Shi, Xueyao Sun, Qing Li, Guandong Xu
Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation. CoRR (2024)
Ruilin Zhao, Feng Zhao, Liang Hu, Guandong Xu
Graph Reasoning Transformers for Knowledge-Aware Question Answering. AAAI (2024)
Dianer Yu, Qian Li, Xiangmeng Wang, Qing Li, Guandong Xu
Counterfactual Explainable Conversational Recommendation. IEEE Trans. Knowl. Data Eng. 36 (6) (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. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Kaixi Hu, Lin Li, Qing Xie, Xiaohui Tao, Guandong Xu
CrimeAlarm: Towards Intensive Intent Dynamics in Fine-grained Crime Prediction. CoRR (2024)
Yang Wu, Yao Wan, Hongyu Zhang, Yulei Sui, Wucai Wei, Wei Zhao, Guandong Xu, Hai Jin
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study. Proc. ACM Manag. Data 2 (3) (2024)
Yangyang Shu, Qian Li, Lingqiao Liu, Guandong Xu
Semi-Supervised Adversarial Learning for Attribute-Aware Photo Aesthetic Assessment. IEEE Trans. Multim. 26 (2024)
Wei Jiang, Xinyi Gao, Guandong Xu, Tong Chen, Hongzhi Yin
Challenging Low Homophily in Social Recommendation. WWW (2024)