Guangquan Zhang

2026

doi dblp
Generalized Incremental Learning under Concept Drift across Evolving Data Streams.
En Yu|Jie Lu|Guangquan Zhang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
A Federated Graph Neural Network with Differential Privacy for Cross-domain Recommender Systems.
Pham Minh Thu Do|Jie Lu|Qian Zhang|Guangquan Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 4
doi dblp
Genomics-Enhanced Cancer Risk Prediction for Personalized LLM-Driven Healthcare Recommender Systems.
Kezhi Lu|Jie Lu|Hanshi Xu|Kairui Guo|Qian Zhang|Hua Lin|Mark Grosser|Yi Zhang|Guangquan Zhang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 6
doi dblp
Towards Safe Machine Unlearning: A Paradigm that Mitigates Performance Degradation.
Shanshan Ye|Jie Lu|Guangquan Zhang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
AMT-CDR: A Deep Adversarial Multi-Channel Transfer Network for Cross-Domain Recommendation.
Kezhi Lu|Qian Zhang|Danny Hughes|Guangquan Zhang|Jie Lu
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 4

2023

doi dblp
Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.
Yi Zhang|Mengjia Wu|Guangquan Zhang|Jie Lu
Journal of the Association for Information Science and Technology (JASIST) 2023 Volume 74 Issue 7

2021

doi dblp
Bayesian Nonparametric Unsupervised Concept Drift Detection for Data Stream Mining.
Junyu Xuan|Jie Lu|Guangquan Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 1

2020

doi dblp
A Causal Dirichlet Mixture Model for Causal Inference from Observational Data.
Adi Lin|Jie Lu|Junyu Xuan|Fujin Zhu|Guangquan Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2020 Volume 11 Issue 3
doi dblp
Web event evolution trend prediction based on its computational social context.
Junyu Xuan|Xiangfeng Luo|Jie Lu|Guangquan Zhang
World Wide Web (WWW) 2020 Volume 23 Issue 3

2019

doi dblp
Enhancing Fashion Recommendation with Visual Compatibility Relationship.
Ruiping Yin|Kan Li|Jie Lu|Guangquan Zhang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2017

doi dblp
Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics.
Yi Zhang|Guangquan Zhang|Donghua Zhu|Jie Lu
Journal of the Association for Information Science and Technology (JASIST) 2017 Volume 68 Issue 8

2016

doi dblp
Measuring the Semantic Uncertainty of News Events for Evolution Potential Estimation.
Xiangfeng Luo|Junyu Xuan|Jie Lu|Guangquan Zhang
ACM Transactions on Information Systems (TOIS) 2016 Volume 34 Issue 4