Explaining Point Processes by Learning Interpretable Temporal Logic Rules. - Shuang Li 002; Mingquan Feng; Lu Wang 029; Abdelmajid Essofi; Yufeng Cao; Junchi Yan; Le Song (ICLR, 2022)

Reducing Hyperparameter Tuning Costs in ML, Vision and Language Model Training Pipelines via Memoization-Awareness. - Abdelmajid Essofi; Ridwan Salahuddeen; Munachiso Nwadike; Elnura Zhalieva; Kun Zhang 001; Eric P. Xing; Willie Neiswanger; Qirong Ho (CoRR, 2024)

Forget-MI: Machine Unlearning for Forgetting Multimodal Information in Healthcare Settings. - Shahad Hardan; Darya Taratynova; Abdelmajid Essofi; Karthik Nandakumar; Mohammad Yaqub (CoRR, 2025)