Jiongli Zhu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Heterogeneous Data Sets

Mining Frequent Itemsets

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Jiongli Zhu, Babak Salimi
Overcoming Data Biases: Towards Enhanced Accuracy and Reliability in Machine Learning. IEEE Data Eng. Bull. 47 (1) (2024)
Jiongli Zhu, Su Feng, Boris Glavic, Babak Salimi
Learning from Uncertain Data: From Possible Worlds to Possible Models. CoRR (2024)
Chenhao Lin, Sicong Han, Jiongli Zhu, Qian Li, Chao Shen, Youwei Zhang, Xiaohong Guan
Sensitive region-aware black-box adversarial attacks. Inf. Sci. 637 (2023)
Jiongli Zhu, Sainyam Galhotra, Nazanin Sabri, Babak Salimi
Consistent Range Approximation for Fair Predictive Modeling. Proc. VLDB Endow. 16 (11) (2023)
Jiongli Zhu, Romila Pradhan, Boris Glavic, Babak Salimi
Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher. SIGMOD Conference (2022)
Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
Interpretable Data-Based Explanations for Fairness Debugging. SIGMOD Conference (2022)
Jiongli Zhu, Nazanin Sabri, Sainyam Galhotra, Babak Salimi
Crab: Learning Certifiably Fair Predictive Models in the Presence of Selection Bias. CoRR (2022)
Rundong Li, Pinghui Wang, Jiongli Zhu, Junzhou Zhao, Jia Di, Xiaofei Yang, Kai Ye
Building Fast and Compact Sketches for Approximately Multi-Set Multi-Membership Querying. SIGMOD Conference (2021)
Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
Interpretable Data-Based Explanations for Fairness Debugging. CoRR (2021)