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Wednesday, February 22, 2023 to Thursday, February 23, 2023
9:30 am – 12:00 pm
Recordings:
PROGRAM AGENDA
Location: The Forest History Society
Address: 2925 Academy Road, Durham, NC 27705
Day 1: Wednesday, February 22, 2023
9:30 AM Welcoming Remarks (Yiran Chen, Center Director)
9:35 AM ASIC Roadmap and Phase 2 Proposal (Yiran Chen, Center Director)
10:00 AM Report of Notre Dame Site (Yiyu Shi, Site Director)
10:05 AM Report of Syracuse Site (Qinru Qiu, Site Director)
10:10 AM Report of IAB (Eric Zeng, IAB Chair)
10:15AM Remarks from Todd Abraham, NSF Evaluator
Project Reports and Airtable Evaluations – Part I
9 minute presentation, 3 minutes Q&A, 3 minutes Airtable form completion
10:20 AM Joint Process of Multimodal Sequential Vital Signal for Real-time Analysis
(Yiran Chen, Qijia Huang Duke)
10:35 AM A Practical Semi-Asynchronous Federated Learning System (Hai Li, Duke)
10:50 AM Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search Through Near Data Processing (Yiran Chen, Yitu Wang, Duke)
11:05 AM Joint Optimization of Computation and Memory for Deep Learning on
Disaggregated Memory Systems (Mingyuan Ma, Haoxuan Shan, Shiyu Li, Yiran Chen, Duke)
11:20 AM Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring
(Yiyu Shi, Notre Dame)
11:35 AM Device Uncertainty Aware Co-Exploration for Computing-in-Memory Neural
Accelerators (Zheyu Yan, Yiyu Shi, Notre Dame)
11:50 PM In-hardware Real-time Learning of Spatiotemporal Spiking Neural Networks
(Zhenhang Zhang, Jingang Jin, Qinru Qiu, Syracuse)
12:05 PM Architecture and tools for multi-processing processing in Racetrack and other memories (Alex K. Jones, Jingtong Hu, and Sanjukta Bhanja, University of Pittsburgh, University of South Florida)
12:20 PM Lunch at The Forest History Society
Project Reports and Airtable Evaluations – Part II
1:15 PM Cross-Layer Optimization for Container-Native SSDs (Xiangqun Zhang, Bryan S. Kim, Syracuse)
1:30 PM Unsupervised Predictive Learning for Object Recognition and Attention
(Jiayang Liu, Yiming Bu, Qinru Qiu, Syracuse)
1:45 PM A Predictive Control Framework for UAS Trajectory Planning Considering 4G/5G
Communication Link Quality
(Rui Zuo, Zixi Wang, Chen Luo, Cenk Gursoy, Carlos Caicedo, Qinru Qiu, Syracuse)
Proposed Project and Airtable Evaluations
2:00 PM Biomedical signal processing with heterogeneous feature space (Qijia Huang, Jingwei Sun, Hai Li, Duke)
2:15 PM Algorithm-Architecture Co-Design of Aggregating and Coordinating Data for
Federated AI with Near Data Processing (Yitu Wang, Duke)
2:30 PM Leveraging Disaggregated Servers for Large-Scale AI Training Acceleration (Bryan S. Kim, Syracuse)
2:45 PM Feasibility of One-Shot High-Capacity Learning (Garrett Katz, Syracuse)
3:00 PM Break
3:15 PM Predictive Attention for Energy Efficient Sensor Interface (Qinru Qiu, Syracuse)
3:30 PM Efficient source-free federated unsupervised domain adaptation in multi-agent environment (Jianyi Zhang, Hai Li, Duke & Qinru Qiu, Syracuse)
3:45 PM CXL-Enabled Processing-In-Memory (Shiyu Li, Duke)
4:00 PM Backdoor Attack and Defense of NVM based In-Memory Computing (Yiyu Shi, Notre Dame)
4:15 PM Communication-efficient personalized federated learning for health monitoring (Yiyu Shi, ND)
4:30 PM Massively Parallel Acceleration for Matrix Operations and Hyperdimensional Computing (Duke [Pitt subcontract] Alex K. Jones, Jingtong Hu, Sanjukta Bhanja)
4:45 PM Description of Day 2 Activities (Yiran Chen, Center Director) & Adjourn.
5:30 PM Dinner at Parizade Mediterranean Restaurant
2200 W Main St, Durham, NC 27705
Day 2: Thursday, February 23, 2023
9:30 AM Welcome Back and Day 1 Summary (Yiran Chen)
9:35 AM Airtable Form Review and Discussion – Open Session (for all attendances)
10:30 AM IAB Meeting (NSF, IAB members of 2023, center directors)
Voting
11:30 AM NSF Closed Session with Industry (NSF and IAB)
12:00 PM ADJOURN
Boxed Lunch Provided