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Organization

Northeastern University
Presenters
Nicolas Bohm Agostini
Sung-En Chang
Peiyan Dong
Shijin Duan
Yunsi Fei
Yifan Gong
Cheng Gongye
Xu Jiang
Zhenglun Kong
Yanyu Li
Zhengang Li
Haochun Liang
Xue Lin
Yukui Luo
Bruno Morais
Majid Sabbagh
Gunar Schirner
Yue Tang
Devesh Tiwari
Yanzhi Wang
Chao Wu
Yushu Wu
Yanyue Xie
Xiaolin Xu
Changdi Yang
Wang Yi
Pinrui Yu
Geng Yuan
zheng zhan
Xufeng Zhang
Yuzhou Zhang
PU ZHAO
Session Chairs
Yanzhi Wang
Presentations
Workshop
4th ROAD4NN Workshop: Research Open Automatic Design for Neural Networks
AI
Special Session (Research)
Algorithm-Software-Hardware Co-Design for Deep Learning Acceleration
AI
Research Manuscript
Condense: A Framework for Device and Frequency Adaptive Neural Network Models on the Edge
Design
AI/ML System and Platform Design
Research Manuscript
DmTSAR-ILP: Allocating a Unified Domain Platform for Streaming Applications
Embedded Systems
Embedded System Design Methodologies
Research Manuscript
HammerDodger: A Lightweight Defense Framework against RowHammer Attack on Deep Neural Networks
Security
Hardware Security: Attack and Defense
Late Breaking Results Poster
Late Breaking Results: Fast Fair Medical Applications? Hybrid Vision Models Achieve the Fairness on the Edge
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Research Manuscript
ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs
Design
AI/ML System and Platform Design
Research Manuscript
On-Device Unsupervised Image Segmentation
Design
Emerging Models of Computation
Research Manuscript
PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment
AI
AI/ML Security/Privacy
Research Manuscript
Power Side-Channel Vulnerability Assessment of LightWeight Cryptographic Scheme, XOODYAK
Security
Hardware Security: Attack and Defense
Research Manuscript
Reaction Time Analysis of Event-Triggered Processing Chains with Data Refreshing
Embedded Systems
Time-Critical System Design
Research Manuscript
Response Time Analysis and Optimization of DAG Tasks Exploiting Mutually Exclusive Execution
Embedded Systems
Embedded System Design Methodologies
Research Manuscript
RLAlloc: A Deep Reinforcement Learning-Assisted Resource Allocation Framework for Enhanced Both I/O Throughput and QoS Performance of Multi-Streamed SSDs
Embedded Systems
RISC-V
Embedded Software
Special Session (Research)
Robust Runtime Systems for Superconducting and Neutral Atom Based Noisy Quantum Hardware
Design
Work-in-Progress Poster
SuperFlow: A RTL-to-GDS Design Flow for AQFP Superconducting Devices
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
RISC-V
Security
Sessions
Research Manuscript
Efficient AI for the Edge: From Head to Toe!
AI
AI/ML Application and Infrastructure