Zhang, Guangquan

1. Open Set Domain Adaptation: Theoretical Bound and Algorithm
   2019/07/19 by Zhen Fang, Jie Lü, Fang, Zhen +7 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
2. Meta OOD Learning for Continuously Adaptive OOD Detection
   2023/09/21 by Xinheng Wu, Wu, Xinheng, Jie Lü +5 · 4 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Data-Driven Disease Surveillance
3. Online Boosting Adaptive Learning under Concept Drift for Multistream Classification
   2023/12/17 by En Yu, Yu, En, Jie Lü +5 · 6 citations
   Computer Science · Environmental Science · Engineering · #Data Stream Mining Techniques #Air Quality Monitoring and Forecasting #Smart Grid Energy Management
4. A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points
   2024/05/23 by Z. Q. Liu, Liu, Zihe, Jie Lü +5 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Innovation Diffusion and Forecasting #Machine Learning (cs.LG)
5. Early Concept Drift Detection via Prediction Uncertainty
   2024/12/15 by Pengqian Lu, Jie Lü, Lu, Pengqian +5 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
6. Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning
   2025/08/03 by Yu, En, Lu, Jie, Wang, Kun +2 · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Learning Robust Spectral Dynamics for Temporal Domain Generalization
   2025/05/19 by Yu, En, Lu, Jie, Yang, Xiaoyu +2 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Adaptive Stabilization Based on Machine Learning for Column Generation
   2024/05/18 by Yunzhuang Shen, Yuan Sun, Shen, Yunzhuang +9 · 1 citation
   Computer Science · Engineering · #Advanced Algorithms and Applications #Advanced Computational Techniques and Applications #Advanced Decision-Making Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)