Teaching and Mentoring
Courses
IE4422 Multimodal Large Language Models: Theory and Applications
Co-instructor; lectures and project assessment.
IE4791 Database Systems
Co-instructor; second-half lectures and tutorials.
IE2108 Data Structures and Algorithms in Python
Tutorial instructor.
CC0007 Science and Technology for Humanity
Tutorial instructor.
50.045 Information Retrieval
Developed the course in 2021; revised it in 2023 to include large language models.
Computational Data Science
Undergraduate course.
Capstone supervision
Supervised student research and engineering projects.
Doctoral students
I am the main supervisor unless noted. More about the group is on the DeCLaRe Lab site.
PhD graduates
Rishabh Bhardwaj
Now a Research Scientist at DeCLaRe Lab.
Wei Han
Now at Huawei.
Pengfei Hong
Now at Tonghuashun.
Chia Yew Ken
Supervised with Lidong Bing. Now at Balyasny Asset Management.
Deepanway Ghosal
Now at Google DeepMind.
Hui Chen
Now a Research Fellow at the National University of Singapore.
Devamanyu Hazarika
National University of Singapore, co-advised with Roger Zimmermann. Now at Meta.
Research staff
I also supervise MSc dissertations and final-year projects at NTU, on memory for agents, multi-agent systems, agent safety, efficient reasoning and vision-language-action models.