Jiongli Zhu - RankMe

15 papers A* 1Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	KAIROS: Scalable Model-Agnostic Data Valuation. CoRR Jiongli Zhu, Parjanya Prajakta Prashant, Alex Cloninger, Babak Salimi
2025	J	`jnl`	MINT: Multi-Vector Search Index Tuning. CoRR Jiongli Zhu, Yue Wang, Bailu Ding, Philip A. Bernstein, Vivek R. Narasayya, Surajit Chaudhuri
2025	J	`jnl`	Stress-Testing ML Pipelines with Adversarial Data Corruption. CoRR Jiongli Zhu, Geyang Xu, Felipe Lorenzi, Boris Glavic, Babak Salimi
2025	J	`jnl`	Stress-Testing ML Pipelines with Adversarial Data Corruption. Proc. VLDB Endow. Jiongli Zhu, Geyang Xu, Felipe Lorenzi, Boris Glavic, Babak Salimi
2025	—	`conf`	Zorro: Quantifying Uncertainty in Models & Predictions Arising from Dirty Data. SIGMOD Conference Companion Kaiyuan Hu, Jiongli Zhu, Boris Glavic, Babak Salimi
2024	A*	`conf`	Learning from Uncertain Data: From Possible Worlds to Possible Models. NeurIPS Jiongli Zhu, Su Feng, Boris Glavic, Babak Salimi
2024	J	`jnl`	Learning from Uncertain Data: From Possible Worlds to Possible Models. CoRR Jiongli Zhu, Su Feng, Boris Glavic, Babak Salimi
2024	J	`jnl`	Overcoming Data Biases: Towards Enhanced Accuracy and Reliability in Machine Learning. IEEE Data Eng. Bull. Jiongli Zhu, Babak Salimi
2023	J	`jnl`	Consistent Range Approximation for Fair Predictive Modeling. Proc. VLDB Endow. Jiongli Zhu, Sainyam Galhotra, Nazanin Sabri, Babak Salimi
2023	J	`jnl`	Sensitive region-aware black-box adversarial attacks. Inf. Sci. Chenhao Lin, Sicong Han, Jiongli Zhu, Qian Li, Chao Shen, Youwei Zhang, Xiaohong Guan
2022	J	`jnl`	Crab: Learning Certifiably Fair Predictive Models in the Presence of Selection Bias. CoRR Jiongli Zhu, Nazanin Sabri, Sainyam Galhotra, Babak Salimi
2022	—	`conf`	Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher. SIGMOD Conference Jiongli Zhu, Romila Pradhan, Boris Glavic, Babak Salimi
2022	—	`conf`	Interpretable Data-Based Explanations for Fairness Debugging. SIGMOD Conference Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi
2021	—	`conf`	Building Fast and Compact Sketches for Approximately Multi-Set Multi-Membership Querying. SIGMOD Conference Rundong Li, Pinghui Wang, Jiongli Zhu, Junzhou Zhao, Jia Di, Xiaofei Yang, Kai Ye
2021	J	`jnl`	Interpretable Data-Based Explanations for Fairness Debugging. CoRR Romila Pradhan, Jiongli Zhu, Boris Glavic, Babak Salimi