Invited Talks and Presentations
Nov. 2026: University of Illinois Urbana-Champaign (UIUC), Invited Talk in Machine Learning Seminar,
Title: TBDOct. 2026: University of Rochester, ECE Department Seminar, "Preference-Guided Multi-Objective Learning: Covering and Targeting the Pareto Front."
Sep. 2026: The Ohio State University, Invited Talk in ECE Department Seminar,
"Principled Preference-Guided Multi-Objective Learning: Navigating and Uniformly traversing the Pareto Front." Host: Prof. Jia Liu.Apr. 2024: ICASSP 2024, Tutorial,
"Learning with Multiple Objectives Beyond Bilevel Optimization - New Foundations and Speech Applications." With Prof. Tianyi Chen and Dr. Xiaodong Cui.Feb. 2024: AAAI 2024, Tutorial,
"Learning with Multiple Objectives Beyond Bilevel Optimization - New Foundations and Applications." With Prof. Tianyi Chen and Prof. Zhuoran Yang.Feb. 2024: University of Rochester, Invited Talk in ECE Department Seminar, "Foundations of Multi-objective Learning for Multi-modal Intelligence." Host: Prof. Gonzalo Mateos.
Dec. 2023, IBM, Invited Talk in Research Seminar, "Multi-objective Optimization for Multi-lingual Speech Recognition." Host: Dr. Xiaodong Cui.
Sep. 2023: Mathematical and Scientific Foundations of Deep Learning Annual Meeting, Invited Poster, “Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.”
Nov. 2022: IBM T.J. Watson Research Center, Invited Talk in Research Seminar, “Understanding Generalization in Overparameterized Meta Learning.” Host: Dr. Matthew Riemer.