2020 NSF IUCRC ASIC center annual meeting
This event has passed.
Mon, 02/03/2020 - 7:00pm to Wed, 02/05/2020 - 12:00pm
2020 NSF IUCRC ASIC meeting will be held at the atrium of Chesterfield building as shown below.
AGENDA |
Day1 and Day2 meeting will be held in Chesterfield Building on February. 4-5, 2020 701 W Main St, Durham, NC 27701, USA |
Day 0: Monday, February 3, 20207:00 PM Reception, Location: Taberna Tapas (325 W Main St, Durham, NC 27701) Day 1: Thursday, February 14, 20198:00 AM Registration, Continental Breakfast, Networking Time 8:50 AM Group Photo 9:00 AM Welcoming Remarks and Introduction of New Members (Yiran Chen, Center Director) 9:05 AM Report of ASIC (Yiran Chen, Center Director) 9:25 AM Report of Notre Dame Site (Yiyu Shi, Site Director) 9:30 AM Report of Syracuse Site (Qinru Qiu, Site Director) 9:35 AM Report of IAB (Elias Fallon, IAB Chair) 9:40 AM Introduction of LIFE Evaluation (Todd Abraham, NSF Evaluator) Project Reports and LIFE Evaluations – Part I9:45 AM D1: Advanced network pruning and quantization (Huanrui) 10:00 AM D2: Fine-grained quantization for deep neural networks and its interpretation (Hsin-Pai Cheng) 10:15 AM Coffee Break Project Reports and LIFE Evaluations – Part I (Continued)10:30 AM D3: Versatile, Privacy-preserving and efficient cloud-edge image rendering (Ang Li) 10:45 AM D4: Reinforcement learning for datacenter scheduling (Yuhao Li) 11:00 AM D7: Robust DNN model compression for noisy scenarios (Chang Song & Jingyang Zhang) 11:15 PM D8: A secure and privacy preserving cloud-based online learning system (Huanrui Yang) 11:30 PM D10: Processing-in-memory architecture supporting GAN executions (Qing Yang) 11:45 AM D11: Efficient attention-based model designed for modbile devices (Jiachen Mao) 9 minute presentation, 3 minutes Q&A, 3 minutes LIFE form completion 12:00 PM Lunch Project Reports and LIFE Evaluations – Part II1:00 PM D14: Machine learning for datacenter performance scheduling (Pengfei Zheng) 1:15 PM N1: Representation power of quantized neural networks: from the complexity bound to the insight (Yukun Ding) 1:30 PM N2: Intelligent P-QRS-T peak detection for ultra-low power implantable devices (Boyang Li) 1:45 PM N3: Guide for hybrid quantization of deconvolution-based generators (Jinglan Liu) 2:00 PM N5: Distribution based statistical convolutional neural networks with application to video object detection (Tianchen Wang) 2:15 PM S1: Attribute-based object localization (Krittaphat Pugdeethosapol) 2:30 PM S2: Biologically plausible spike-domain backpropagation for in-hardware learning (Amar Shrestha) 2:45 PM S3: Fast prediction for UAV traffic/communication in a meteropolitan area (Qinru Qiu) 3:00 PM Coffee Break Proposed Project and LIFE Evaluations – Part III3:15 PM D1: Anomaly prediction and diagnosis in distributed systems (Benjamin Lee) 3:30 PM D2: Server architectures for distributed shared memory (Benjamin Lee) 3:45 PM D3: Efficient and secure online learning system with local smart sensor Data (Huanrui Yang) 4:00 PM D4: A machine learning based pre-placement wirelength estimator (Zhiyao Xie) 4:15 PM N1: Software defined FPGA hardware and co-exploration for real-time applications (Weiwen Jiang) 4:30 PM N2: Hardware-aware neural network competency awareness (Yiyu Shi) 4:45 PM N3: Uncertainty aware training for emerging device based in-memory computing (Yiyu Shi) 9 minute presentation, 3 minutes Q&A, 3 minutes LIFE form completion 5:00 PM S1: Attribute-based object localization (Krittaphat Pugdeethosapol) 5:10 PM S2: Biologically plausible spike-domain backpropagation for in-hardware learning (Amar Shrestha) 5:20 PM S3: Fast prediction for UAV traffic/communication in a meteropolitan area (Qinru Qiu) 5 minute presentation, 2 minutes Q&A, 3 minutes LIFE form completion 5:30 PM Description of Evening and Day 2 Activities (Yiran Chen, Center Director) 5:35 PM Poster Session– light refreshments will be served 6:30 PM Adjourn. Travel directly to restaurant. 7:00 PM Dinner at Rue Cler, 401 E Chapel Hill St, Durham |
Day 2: Tuesday, February 5, 20208:00 AM Continental Breakfast, and Networking Time 9:00 AM Welcome Back and Day 1 Summary (Yiran Chen) 9:05 AM LIFE Form Review and Discussion – Open Session (for all attendances) 10:05 AM Coffee Break 10:20 AM IAB Meeting (NSF, IAB members of 2020, center directors) Voting Bylaw discussion 11:30 AM NSF Closed Session with Industry (NSF and IAB) 12:00 PM ADJOURN (Box lunch) |