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Fall 2020
October 9, 2020
David Wayland
SAP
Title: What is Shift-left?
Host: Gene Tsudik / Ardalan Amiri Sani
October 16, 2020
Sangeetha Abdu Jyothi
UCI
Title: DNN Training Acceleration through Better Communication-Computation Overlap
Host: Qi Alfred Chen
October 23, 2020
Jing Zhang
UCI
Title: Leverage multi-omics data for disease genome mining
Host: Sameer Singh
October 30, 2020
Mohsen Imani
UCI
Title: Brain-Inspired Hyperdimensional System for Efficient and Robust Cognitive Learning
Host: Ardalan Amiri Sani
November 6, 2020
Rose Yu
UCSD
Title: Physics-Guided AI for Learning Spatiotemporal Dynamics
Host: Stephan Mandt
November 20, 2020
Roy Fox
UCI
Title: Structured Control as Inference
Host: Sameer Singh
December 4, 2020
Zhiqiang Lin
OSU
Title: Hacking Bluetooth with Automated Binary Analysis
Host: Qi Alfred Chen
December 11, 2020
Oleg Yusim
Edwards Lifesciences
Title: Vulnerability Detection, Management and Response on Medical Devices
Host: Gene Tsudik
Winter 2021
January 15, 2021
Yuan Tian
University of Virginia
Title: When Machine Learning Meets Security: Challenges and Opportunities
Host: Qi Alfred Chen
January 22, 2021
Hedvig Kjellström
KTH
Title: Learning compositional, structured, and interpretable models of the world
Host: Stephan Mandt
January 29, 2021
Neil Gong
Duke University
Title: Secure Federated Learning
Host: Qi Alfred Chen
February 12, 2021
Parisa Kordjamshidi
MSU
Title: Declarative Learning based Programming for Deep Learning and Reasoning over Natural Language
Host: Sameer Singh
February 19, 2021
Francis Yan
Title: Practical Machine Learning for Sequential Decision Problems on the Internet
Host: Sangeetha Abdu Jyothi
February 26, 2021
Faisal Nawab
Title: The Next Transformation in Computing: From the Cloud to the Global-Scale Edge
Host: Ardalan Amiri Sani
Spring 2021
April 2, 2021
Phil Bernstein
Microsoft Research
Title: Adding Data Management to Orleans – A Journey
Host: Chen Li
April 9, 2021
Yiying Zhang
UCSD
Title: Towards a User-Defined and Truly Serverless Cloud
Host: Anton Burtsev
April 23, 2021
Tuba Yavuz
University of Florida
Title: Improving IoT Reliability and Security using Automated Model Extraction and Guided Analysis
Host: Ardalan Amiri Sani
May 28, 2021
Ioannis Panageas
UC Irvine
Title: Global Convergence of Multi-Agent Policy Gradient in Markov Potential Games
Host: Sameer Singh
June 4, 2021
Ivan De Oliveira Nunes
UC Irvine
Title: Building Sensors that Cannot Lie: Verifiable Integrity in Resource-Constrained Embedded Systems
Host: Ardalan Amiri Sani