Yingcong Li
Assistant Professor - Natural Language Processing, Data Science
Education
Ph.D.; University of Michigan; Electrical Engineering and Computer Science; 2025
M.S.; University of California, Riverside; Electrical and Computer Engineering; 2020
B.S.; University of Science and Technology of China; Electrical Engineering and Information Science; 2019
M.S.; University of California, Riverside; Electrical and Computer Engineering; 2020
B.S.; University of Science and Technology of China; Electrical Engineering and Information Science; 2019
2026 Fall Courses
DS 701B - MASTER'S THESIS
DS 725 - INDEPENDENT STUDY I
DS 701C - MASTER'S THESIS
DS 790A - DOCT DISSERTATION & RES
DS 792B - PRE-DOCTORAL RESEARCH
DS 700B - MASTER'S PROJECT
DS 680 - NATURAL LANGUAGE PROCESSING
DS 488 - INDEPENDENT STUDY IN DS
DS 726 - INDEPENDENT STUDY II
CS 790A - DOCT DISSERTATION & RES
DS 725 - INDEPENDENT STUDY I
DS 701C - MASTER'S THESIS
DS 790A - DOCT DISSERTATION & RES
DS 792B - PRE-DOCTORAL RESEARCH
DS 700B - MASTER'S PROJECT
DS 680 - NATURAL LANGUAGE PROCESSING
DS 488 - INDEPENDENT STUDY IN DS
DS 726 - INDEPENDENT STUDY II
CS 790A - DOCT DISSERTATION & RES
Past Courses
CS 474: INTRO TO GENAI - HONORS
DS 680: NATURAL LANGUAGE PROCESSING
DS 680: NATURAL LANGUAGE PROCESSING
Conference Paper
"Memory as a Markov Matrix: Sample Efficient Knowledge Expansion via Token-to-Dictionary Mapping"
Forty-Third International Conference on Machine Learning (ICML 2026), July (3rd Quarter/Summer), 2026.
Forty-Third International Conference on Machine Learning (ICML 2026), July (3rd Quarter/Summer), 2026.