Best Paper Award and Best Poster Award at the Conference on Machine Learning and Systems (MLSys 2022)


– Zirui won the Outstanding Paper Award for the MLSys 2022.
– “QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration”


– Yongbo won the Best Poster Award at the at MLSys-CrossFL 2022 Workshop on Cross Community Federated Learning..
– “Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing”

IBM IEEE CAS/EDS – AI Compute Symposium “From Brain to Brainstorming for AI”


– Dr. Chen attended the 3rd IBM/IEEE/CAS/EDS – AI Compute Symposium “From Brain to Brainstorming for AI” (IBM-AICS) 2019 at Yorktown Heights, NY.
 
– Dr. Chen presented the poster “LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications”.


Conference at Thomas J. Watson Research Center

The International Symposium on High-Performance Computer Architecture (HPCA 2019)


– Dr. Chen attended the 25th IEEE International Symposium on High-Performance Computer Architecture (HPCA)
(HPCA) 2019 at Washington D.C.
 
– Dr. Chen gave an invited talk at the IEEE Workshop on SecArch: Built-in Security-Architecture, Chip, and System.
– “The Software-Hardware Approaches for Deep Learning Security Enhancement”

Asia and South Pacific Design Automation Conference (ASP-DAC 2019)


– Zhuwei Qin attended the 24th Asia and South Pacific Design Automation Conference
(ASP-DAC) 2019 at Seoul, South Korea.
 
– Zhuwei presented three papers:
“HAMPER: High-Performance Adaptive Mobile Security Enhancement against Malicious Speech and Image Recognition”
“REIN: A Robust Training Method for Enhancing Generalization Ability of Neural Networks in Autonomous Driving Systems”
“CAPTOR: A Class Adaptive Filter Pruning Framework for Convolutional Neural Networks in Mobile Applications”


Zhuwei presented the works at ASP-DAC.

The 32nd Conference on Neural Information Processing Systems (NeurIPS 2018)


– Fuxun Yu attended the 32nd Conference on Neural Information Processing Systems, Workshop on Compact Deep Neural Networks with Industrial Applications (NeurIPS CDNNIA) 2018 at Montreal, Canada.
 
– Fuxun Yu presented two papers:
“Demystifying Neural Network Filter Pruning”,
“Distilling Critical Paths in Convolutional Neural Networks”.


Fuxun presented the paper at NeurIPS 2018.