Forum on Data Science and AI (DSAI)
Program
Day 1: 26 July 2022 (Tuesday) | |
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09:00 - 09:30 | Opening Ceremony |
09:30 - 10:30 | John Hopcroft (Cornell University, USA) Math for the Big Data Revolution |
10:30 - 11:00 | Discussions |
11:00 - 12:00 | Yi Ma (University of California, Berkeley, USA) CTRL: Closed-Loop Data Transcription via Rate Reduction |
12:00 - 12:30 | Yiran Chen (Duke University, USA) Scalable, Heterogeneity-Aware and Trustworthy Federated Learning |
12:30 - 14:00 | Lunch Break |
14:00 - 14:30 | Yingying Fan (University of Southern California, USA) Asymptotic Properties of High-Dimensional Random Forests |
14:30 - 15:30 | Dacheng Tao (JD Explore Academy, China) More Is Different: ViTAE elevates the art of computer vision |
15:30 - 15:45 | Break |
15:45 - 16:15 | Kay Chen Tan (The Hong Kong Polytechnic University, China) Advances in Evolutionary Transfer Optimization |
16:15 - 16:45 | Qingpeng Zhang (City University of Hong Kong, China) GraphSynergy: A Network-inspired Deep Learning Model for Anticancer Drug Combination Prediction |
16:45 - 17:15 | Ruth Misener (Imperial College London, China) OMLT: Optimization and Machine Learning Toolkit |
17:15 - 18:15 | Lightning Talks Clint Ho, Xinyue Li, Linyan Li, Yu Yang, Xiao Qiao & Xiangyu Zhao (City University of Hong Kong, China) |
Day 2: 27 July 2022 (Wednesday) | |
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09:00 - 10:00 | Kai-fu Lee (Chairman and CEO, Sinovation Ventures) How AI Will Transform Our World |
10:00 - 10:30 | Discussions |
10:30 - 11:30 | Nick Sahinidis (Georgia Institute of Technology, USA) Data-driven Optimization |
11:30 - 12:00 | Fengqi You (Cornell University, USA) Quantum Computing for Optimization and Machine Learning: From Models and Algorithms to Use Cases |
12:00 - 12:30 | Chuchu Fan (Massachusetts Institute of Technology, USA) Building Certifiably Safe and Correct Large-scale Autonomous Systems |
12:30 - 14:00 | Lunch Break |
14:00 - 14:30 | Yang Shi (University of Victoria, Canada) Accelerated Dual Averaging Methods for Decentralized Constrained Optimization |
14:30 - 15:30 | Qiang Yang (Hong Kong University of Science and Technology, China) Recent Advances in Trustworthy Federated Learning |
15:30 - 15:45 | Break |
15:45 - 16:15 | Jun Wang (City University of Hong Kong, China) Advances in Collaborative Neurodynamic Optimization |
16:15 - 16:45 | Peng Shi (University of Adelaide, Australia) Cyber-physical Systems: Analysis and Design |
16:45 - 17:15 | Qingfu Zhang (City University of Hong Kong, China) Multiobjective Evolutionary Computation based Decomposition |
17:15 - 17:20 | Break |
17:20 - 18:15 | Panel Discussion Moderator: Sam Kwong(City University of Hong Kong, China) Panelists: Xiaohua Jia (City University of Hong Kong, China) S. Joe Qin (City University of Hong Kong, China) Hong Yan (City University of Hong Kong, China) Houmin Yan (City University of Hong Kong, China) Qiang Yang (Hong Kong University of Science and Technology, China) |