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Guangyi Zhang 0001
Person information
- affiliation: KTH Royal Institute of Technology, Stockholm, Sweden
Other persons with the same name
- Guangyi Zhang — disambiguation page
- Guangyi Zhang 0002 — South China University of Technology, Guangzhou, China
- Guangyi Zhang 0003
— Queen's University, Kingston, ON, Canada
- Guangyi Zhang 0004 — Jiangsu University of Science and Technology, Zhenjiang, China
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Books and Theses
- 2022
- [b1]Guangyi Zhang:
Optimization beyond a single submodular function: Submodular optimization for ranking, decision trees and diversity. Royal Institute of Technology, Stockholm, Sweden, 2022
Journal Articles
- 2024
- [j4]Wenfei Fan
Discovering Top-k Relevant and Diversified Rules. Proc. ACM Manag. Data 2(4): 195:1-195:28 (2024) - 2023
- [j3]Guangyi Zhang
Regularized impurity reduction: accurate decision trees with complexity guarantees. Data Min. Knowl. Discov. 37(1): 434-475 (2023) - 2022
- [j2]Guangyi Zhang
Ranking with submodular functions on a budget. Data Min. Knowl. Discov. 36(3): 1197-1218 (2022) - 2021
- [j1]Guangyi Zhang
Errors-in-Variables Modeling of Personalized Treatment-Response Trajectories. IEEE J. Biomed. Health Informatics 25(1): 201-208 (2021)
Conference and Workshop Papers
- 2025
- [c6]Guangyi Zhang
Efficient and Practical Approximation Algorithms for Advertising in Content Feeds. WWW 2025: 3193-3203 - 2023
- [c5]Guangyi Zhang
Finding Favourite Tuples on Data Streams with Provably Few Comparisons. KDD 2023: 3229-3238 - [c4]Guangyi Zhang, Nikolaj Tatti
Ranking with submodular functions on the fly. SDM 2023: 604-612 - 2022
- [c3]Guangyi Zhang, Nikolaj Tatti
Coresets remembered and items forgotten: submodular maximization with deletions. ICDM 2022: 676-685 - 2020
- [c2]Guangyi Zhang, Aristides Gionis:
Diverse Rule Sets. KDD 2020: 1532-1541 - [c1]Guangyi Zhang, Aristides Gionis:
Maximizing diversity over clustered data. SDM 2020: 649-657
Informal and Other Publications
- 2025
- [i9]Guangyi Zhang, Ilie Sarpe, Aristides Gionis:
Efficient and Practical Approximation Algorithms for Advertising in Content Feeds. CoRR abs/2502.02115 (2025) - 2023
- [i8]Guangyi Zhang, Nikolaj Tatti, Aristides Gionis:
Ranking with submodular functions on the fly. CoRR abs/2301.06787 (2023) - [i7]Guangyi Zhang, Nikolaj Tatti, Aristides Gionis:
Finding Favourite Tuples on Data Streams with Provably Few Comparisons. CoRR abs/2307.02946 (2023) - 2022
- [i6]Guangyi Zhang, Nikolaj Tatti, Aristides Gionis:
Optimal deletion-robust coreset for submodular maximization. CoRR abs/2203.01241 (2022) - [i5]Guangyi Zhang, Nikolaj Tatti, Aristides Gionis:
Ranking with submodular functions on a budget. CoRR abs/2204.04168 (2022) - [i4]Guangyi Zhang, Aristides Gionis:
Regularized impurity reduction: Accurate decision trees with complexity guarantees. CoRR abs/2208.10949 (2022) - 2020
- [i3]Guangyi Zhang, Aristides Gionis:
Maximizing diversity over clustered data. CoRR abs/2001.03050 (2020) - [i2]Guangyi Zhang, Aristides Gionis:
Diverse Rule Sets. CoRR abs/2006.09890 (2020) - 2019
- [i1]Guangyi Zhang, Reza A. Ashrafi, Anne Juuti, Kirsi Pietiläinen, Pekka Marttinen:
Errors-in-variables Modeling of Personalized Treatment-Response Trajectories. CoRR abs/1906.03989 (2019)
Coauthor Index
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