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Stratis Ioannidis
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Stratis Ioannidis
Professor
Electrical and Computer Engineering
SPIRAL
and
WIoT
@
Northeastern
Recent Publications
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
Zifeng Wang, Zheng Zhan, Yifan Gong, Yucai Shao, Stratis Ioannidis, Yanzhi Wang, and Jennifer Dy
ICML
, 2023.
[code]
Communication-Aware DNN Pruning
Tong Jian, Debashri Roy, Batool Salehi, Nasim Soltani, Kaushik Chowdhury, and Stratis Ioannidis
IEEE INFOCOM
, Hoboken, NJ, 2023.
[code]
SparCL: Sparse Continual Learning on the Edge
Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis, Yanzhi Wang, and Jennifer Dy.
NeurIPS
, 2022.
[code]
Pruning Adversarially Robust Neural Networks without Adversarial Examples
Tong Jian, Zifeng Wang, Jennifer Dy, Yanzhi Wang, and Stratis Ioannidis.
ICDM
, 2022.
[code]
Research Interests
Machine Learning
Distributed Systems
Networking
Privacy
News and research
highlights
, google scholar
profile
, patents
granted
and
pending
. If you are interested in pursuing a Ph.D. in machine learning, distributed systems, or privacy, please feel free to reach out to
ioannidis@ece.neu.edu
.
Our research is generously supported by the National Science Foundation via the NSF AI Institute for Future Edge Networks and Distributed Intelligence
(AI-EDGE)
, a CAREER award
CCF-1750539
and grants
CNS 2107062
,
CCF-1937500
,
IIS-1741197
,
IIS-1622536
,
NeTS-1718355
, and
CNS-1717213
, by the Defence Advanced Research Projects Agency, as well as by a
Google Faculty Research Award
and a
Facebook Research Award
.