Diverse Rule Sets. - Guangyi Zhang 001; Aristides Gionis (KDD, 2020)

Maximizing diversity over clustered data. - Guangyi Zhang 001; Aristides Gionis (SDM, 2020)

Errors-in-Variables Modeling of Personalized Treatment-Response Trajectories. - Guangyi Zhang 001; Reza A. Ashrafi; Anne Juuti; Kirsi Pietiläinen; Pekka Marttinen (IEEE J. Biomed. Health Informatics, 2021)

Coresets remembered and items forgotten: submodular maximization with deletions. - Guangyi Zhang 001; Nikolaj Tatti; Aristides Gionis (ICDM, 2022)

Optimal deletion-robust coreset for submodular maximization. - Guangyi Zhang 001; Nikolaj Tatti; Aristides Gionis (CoRR, 2022)

Ranking with submodular functions on a budget. - Guangyi Zhang 001; Nikolaj Tatti; Aristides Gionis (Data Min. Knowl. Discov., 2022)

Optimization beyond a single submodular function: Submodular optimization for ranking, decision trees and diversity. - Guangyi Zhang 001 (2022)

Finding Favourite Tuples on Data Streams with Provably Few Comparisons. - Guangyi Zhang 001; Nikolaj Tatti; Aristides Gionis (KDD, 2023)

Ranking with submodular functions on the fly. - Guangyi Zhang 001; Nikolaj Tatti; Aristides Gionis (SDM, 2023)

Regularized impurity reduction: accurate decision trees with complexity guarantees. - Guangyi Zhang 001; Aristides Gionis (Data Min. Knowl. Discov., 2023)

Discovering Top-k Relevant and Diversified Rules. - Wenfei Fan; Ziyan Han; Min Xie; Guangyi Zhang 001 (Proc. ACM Manag. Data, 2024)

Efficient and Practical Approximation Algorithms for Advertising in Content Feeds. - Guangyi Zhang 001; Ilie Sarpe; Aristides Gionis (WWW, 2025)