PROGRAM PROGRAM
PROGRAM

Schedule

(Updated as of April 24, 2025)
Important notes:

1. This workshop will be held in face-to-face mode.
2. Unauthorized recording of any session is prohibited.
3. Please obtain the consent from the speaker concerned for any adaptation/sharing of his/her presentation materials.
 
Should you have further enquiries, please feel free to contact the secretariat by email at ias@ust.hk.
 


 

 

Venue: Kaisa Group Lecture Theater (IAS LT), Lo Ka Chung Building, Lee Shau Kee Campus, HKUST
April 29, 2025 (Tue)
Time
Event
09:30 - 09:35 Opening Remarks
Che Ting CHAN (Interim Director of HKUST IAS; Daniel C K Yu Professor of Science)
09:35 - 10:00 S1-#1: Learning Turbulence from MATH and DATA
Lin FU (Assistant Professor of Mechanical and Aerospace Engineering, and of Mathematics, HKUST)
10:00 - 10:25 S1-#2: Applications of AI Agents in Vertical Domains
Kani CHEN (Professor of Mathematics, and of Industrial Engineering and Decision Analytics, HKUST)
10:25 - 10:50 S1-#3: AI for Molecular Subtyping of Brain Tumor
Jiguang WANG (Padma Harilela Associate Professor of Life Science, HKUST)
10:50 - 11:10 Coffee Break (G/F Lobby, IAS)
11:10 - 11:35 S2-#1: When AI Meets Physics
Junwei LIU (Associate Professor of Physics, HKUST)
11:35 - 12:00 S2-#2: Unlock the Power of AI for Spatial Transcriptomics Data Analysis
Can YANG (Dr Tai-chin Lo Associate Professor of Science, HKUST)
12:00 - 12:25 S2-#3: AlloyVAE: A Generative Model for Composition Engineering in MPEAs
Yang XIANG (Professor of Mathematics, HKUST)
12:25 - 14:00 Lunch (Invited Speakers only; 5/F Lounge, IAS)
14:00 - 14:25 S3-#1: Exploring Auditory Mechanotransduction and the Role of AI in Advancing Research
Pingbo HUANG (Professor of Life Science, and of Chemical and Biological Engineering, HKUST)
14:25 - 14:50 S3-#2: Riemannian AdaGrad for Finding Low-Rank Weights in Deep Neural Networks
Jianfeng CAI (Professor of Mathematics, HKUST)
14:50 - 15:15 S3-#3: Machine Eye for Topological Defects
Rui ZHANG (Assistant Professor of Physics, HKUST)
15:15 - 15:35 Coffee Break (G/F Lobby, IAS)
15:35 - 16:00 S4-#1: Harnessing Machine Learning in the Chemical and Biological Realm
Haibin SU (Associate Professor of Chemistry, HKUST)
16:00 - 16:25 S4-#2: First-principles Statistical Mechanics and Machine Learning
Ding PAN (Associate Professor of Physics, and of Chemistry, HKUST)
16:25 - 16:50 S4-#3: Advancing Weather and Climate Predictions with Deep Learning
Xiaoming SHI (Associate Professor of Environment and Sustainability, HKUST)
16:50 - 16:55 Closing Remarks