The main research topics in the Design Automation Laboratory are SoC (System-on-a-Chip) design, hardware/software codesign, low power design, processor architecture, and design methodology. We are also working on memory hierarchy and network-on-chip design for computer systems, including on-chip caches based on new non-volatile memory technologies, near-data processing, and 3D network-on-chip. Recently, we are actively exploring new computing paradigms, including deep learning algorithms and implementations, stochastic computing, etc.
Category | Conference | Abstract | Full paper | Venue |
---|---|---|---|---|
Machine learning | IJCNN’18 | - | 18.01.15 | Rio, Brazil |
Machine learning | IJCAI’18 | 18.01.25 | 18.01.31 | Stockholm, Sweden |
Machine learning | ICML’18 | - | 18.02.09 | Stockholm, Sweden |
Low power | ISLPED’18 | 18.02.26 | 18.03.05 | Bellevue, US |
Computer vision | ECCV’18 | - | 18.03.14 | Munich, Germany |
Hardware design | ESWEEK’18 | 18.03.27 | 18.04.03 | Torino, Italy |
Computer architecture | MICRO’18 | 18.03.28 | 18.04.04 | Fukuoka, Japan |
Computer architecture | PACT’18 | - | 18.04.15 | Cyprus |
Design automation | ICCAD’18 | 18.04.16 | 18.04.23 | San Diego, US |
Hardware design | VLSI-SoC’18 | 18.04.20 | 18.04.27 | Verona, Italy |
Machine learning | NIPS’18 | - | 18.05.18 | Montreal, Canada |
Hardware design | ICCD’18 | 18.05.18 | 18.05.25 | Orlando, US |
Design automation | ASPDAC’19 | - | 18.07.06 | Tokyo, Japan |
Hardware design | ISOCC’18 | - | 18.07.13 | Daegu, Korea |
Computer architecture | HPCA’19 | 18.07.27 | 18.08.03 | Washington D.C., US |
Computer architecture | ASPLOS’19 | - | 18.08.07 | Providence, RI, US |
Design automation | DATE’19 | - | 18.09.09 | Florence, Italy |
Machine learning | AAAI’19 | 18.09.01 | 18.09.05 | Hawaii, US |
Computer architecture | EuroSys’19 | 18.09.24 | 18.10.01 | Dresden, Germany |
Machine learning | AISTATS’19 | - | 18.10.13 | Okinawa, Japan |
Machine learning | ICLR’19 | - | 18.10.27 | Vancouver, Canada |