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Author

Shiyin Lu

Observed name: Lu, Shiyin
ORCID: 0000-0001-6438-5999
Observed ORCID: 0000-0001-6438-5999
OpenAlex ID: A5024572427
Adaptive Online Learning in Dynamic Environments
2018 · Zhang, Lijun, Lu, Shiyin, et al. · arXiv (Cornell University) · 89
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Not All Embeddings are Created Equal: Towards Robust Cross-domain Recommendation via Contrastive Learning
2024 · Wenhao Yang, Yingchun Jian, et al. · International World Wide Web Conference (WWW) · 19
Optimal Algorithms for Lipschitz Bandits with Heavy-tailed Rewards.
2019 · Shiyin Lu, Guanghui Wang, et al. · International Conference on Machine Learning · 17
Minimizing Dynamic Regret and Adaptive Regret Simultaneously
2020 · Zhang, Lijun, Lu, Shiyin, et al. · arXiv (Cornell University) · 16
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SAdam: A Variant of Adam for Strongly Convex Functions
2019 · Wang, Guanghui, Lu, Shiyin, et al. · arXiv (Cornell University) · 15
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Multi-Objective Generalized Linear Bandits
2019 · Shiyin Lu, Guanghui Wang, et al. · International Joint Conference on Artificial Intelligence · 12
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Revisiting Smoothed Online Learning
2021 · Zhang, Lijun, Jiang, Wei, et al. · arXiv (Cornell University) · 9
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Searching Privately by Imperceptible Lying: A Novel Private Hashing Method with Differential Privacy
2020 · Yimu Wang, Shiyin Lu, et al. · ACM International Conference on Multimedia (ACM MM) · 7
Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization
2019 · Wang, Guanghui, Lu, Shiyin, et al. · arXiv (Cornell University) · 7
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An Automated Planning and Scheduling Method of Shared Bikes Based on Reward and Punishment Mechanism
2018 · Yijun Luo, Wanfeng Dou, et al. · International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) · 7
Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees
2024 · Yibo Wang, Wenhao Yang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 6
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Non-stationary Continuum-armed Bandits for Online Hyperparameter Optimization
2022 · Shiyin Lu, Yu-Hang Zhou, et al. · ACM International Conference on Web Search and Data Mining (WSDM) · 6
Mdp 3 : a Training-Free Approach for List-Wise Frame Selection in Video-Llms
2025 · Hui Sun, Shiyin Lu, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 5
Ovis: Structural Embedding Alignment for Multimodal Large Language Model
2024 · Lu, Shiyin, Li, Yang, et al. · arXiv (Cornell University) · 5
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Adapting to Smoothness: A More Universal Algorithm for Online Convex Optimization
2020 · Guanghui Wang, Shiyin Lu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 5
Stochastic Bandits with Graph Feedback in Non-Stationary Environments
2021 · Shiyin Lu, Yao Hu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4
Stochastic Graphical Bandits with Adversarial Corruptions
2021 · Shiyin Lu, Guanghui Wang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4
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Non-stationary Dueling Bandits for Online Learning to Rank
2023 · Shiyin Lu, Yuan Miao, et al. · Lecture notes in computer science · 2
LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization
2026 · Jiaqi Tang, Yu Xia, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
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Parrot: Multilingual Visual Instruction Tuning
2024 · Sun, Hai-Long, Zhou, Da-Wei, et al. · arXiv (Cornell University) · 1
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More Adaptive Algorithms for Tracking the Best Expert
2019 · Shiyin Lu, Lijun Zhang · 1
Adaptive and Efficient Algorithms for Tracking the Best Expert
2019 · Lu, Shiyin, Zhang, Lijun · arXiv (Cornell University) · 1
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Revisiting Smoothed Online Learning: Competitive Ratio, Dynamic Regret with Switching Cost, and Best of Both Worlds
2026 · Zhang, Lijun, He, Linzhe, et al. · arXiv (Cornell University)
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Building Autonomous GUI Navigation via Agentic-Q Estimation and Step-Wise Policy Optimization
2026 · Wang, Yibo, Huzhang, Guangda, et al. · arXiv (Cornell University)
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Deep But Reliable: Advancing Multi-turn Reasoning for Thinking with Images
2025 · Yang, Wenhao, Xia, Yu, et al. · arXiv (Cornell University)
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Works count: 31
Citation count: 239
H-index: 7
I10-index: 6
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