Guanglin Zhou - RankMe

22 papers A 3B 1Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Small to Large: In-Context Learning as a New Paradigm for Domain Generalization. Int. J. Comput. Vis. Guanglin Zhou, Zhongyi Han, Shaoan Xie, Shiming Chen, Biwei Huang, Liming Zhu, Xinbo Gao, Lina Yao, Salman H. Khan
2026	J	`jnl`	From Statistical Fidelity to Clinical Consistency: Scalable Generation and Auditing of Synthetic Patient Trajectories. CoRR Guanglin Zhou, Armin Catic, Motahare Shabestari, Matthew Young, Chaiquan Li, Katrina Poppe, Sebastiano Barbieri
2025	A	`conf`	Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer. ECAI Guanglin Zhou, Sebastiano Barbieri
2025	J	`jnl`	Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer. CoRR Guanglin Zhou, Sebastiano Barbieri
2025	J	`jnl`	HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization. IEEE Trans. Multim. Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Tongliang Liu, Lina Yao, Kun Zhang
2025	J	`jnl`	Retrieval-Augmented Review Generation for Poisoning Recommender Systems. CoRR Shiyi Yang, Xinshu Li, Guanglin Zhou, Chen Wang, Xiwei Xu, LiMin Zhu, Lina Yao
2024	J	`jnl`	Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning. CoRR Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Salman Khan, Xinbo Gao, Lina Yao
2024	J	`jnl`	HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization. CoRR Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Tongliang Liu, Lina Yao, Kun Zhang
2024	—	`—`	Navigating Distribution Shifts in ML through Causality and Foundation Models. Guanglin Zhou
2023	A	`conf`	Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems. CIKM Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Xiwei Xu, Chen Wang, Liming Zhu, Lina Yao
2023	J	`jnl`	Deep reinforcement learning in recommender systems: A survey and new perspectives. Knowl. Based Syst. Xiaocong Chen, Lina Yao, Julian J. McAuley, Guanglin Zhou, Xianzhi Wang
2023	J	`jnl`	How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation. CoRR Zhongyi Han, Guanglin Zhou, Rundong He, Jindong Wang, Tailin Wu, Yilong Yin, Salman H. Khan, Lina Yao, Tongliang Liu, Kun Zhang
2023	B	`conf`	Meta-learning for Estimating Multiple Treatment Effects with Imbalance. WISE Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2023	J	`jnl`	On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions. CoRR Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu, Kun Zhang
2022	J	`jnl`	A wireless multi-channel low-cost lab-on-chip algae culture monitor AIoT system for algae farm. Comput. Electron. Agric. Yumin Liao, Ningmei Yu, Guanglin Zhou, Yinfeng Wu, Chen Wang
2022	A	`conf`	Cycle-Balanced Representation Learning For Counterfactual Inference. SDM Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2022	J	`jnl`	Interventional Recommendation with Contrastive Counterfactual Learning for Better Understanding User Preferences. CoRR Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2022	J	`jnl`	Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects. CoRR Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2021	J	`jnl`	A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions. CoRR Xiaocong Chen, Lina Yao, Julian J. McAuley, Guanglin Zhou, Xianzhi Wang
2021	J	`jnl`	Blockchain-Assisted Collaborative Service Recommendation Scheme With Data Sharing. IEEE Access Biwei Yan, Anming Dong, Baobao Chai, Yubing Han, Guanglin Zhou, Fangxin Zhao
2021	—	`conf`	Blockchain-Based Data Ownership Confirmation Scheme in Industrial Internet of Things. WASA (1) Guanglin Zhou, Biwei Yan, Guijuan Wang, Jiguo Yu
2021	J	`jnl`	Cycle-Balanced Representation Learning For Counterfactual Inference. CoRR Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu