Beyond TOPS/Watt: A Memory-centric Approach in Designing System Architectures for Machine Learning
Meta AI, Apr. 2022
Samsung Advanced Institute of Technology (SAIT), South Korea, Jan. 2022
Huawei Strategy and Technology Workshop (STW), Oct. 2021
A Memory-centric Approach in Designing System Architectures for Personalized Recommendations
PeRSonAI @ MLSys-2021 (virtual event), Apr. 2021
Memory-centric System Architectures for Scalable and Energy-Efficient Machine Learning
Seoul National University, South Korea, Nov. 2020
Beyond TOPS/Watt : What’s Next for Computer Systems for Artificial Intelligence?
Korean Intellectual Property Office, South Korea, Apr. 2022
Workshop by SIGARCH Korea, South Korea, Aug. 2021
Samsung Electronics, South Korea, Jul. 2021
Hyundai, South Korea, May 2021
Yonsei University, South Korea, Dec. 2020
Seongnam-KAIST ICT Center, South Korea, Oct. 2020
Samsung Electronics, South Korea, Sep. 2020
DGIST, South Korea, August, 2020
ERC-AI seminar series, South Korea, May, 2020
ETRI (Electronics and Telecommunications Research Institute), South Korea, Mar. 2020
KSC Computer Systems Society Conference, South Korea, Feb. 2020
Workshop on AI Accelerators and PIM, South Korea, Jan. 2020
Seoul National University, South Korea, Jan. 2020
AI Server Architectures for Recommendation Systems
Samsung Advanced Institute of Technology (SAIT), South Korea, Aug. 2020
The "Data"center as a Computer: How the Virus Will Change the Way We Compute and Store
SK Hynix, South Korea, Jun. 2020
TensorDIMM : A Practical Near-Memory Processing Architecture for Personalized Recommendations
University of Texas, Austin TX, USA, Oct. 2019
ARM, Austin TX, USA, Oct. 2019
NVIDIA, Austin TX, USA, Oct. 2019
AMD, Austin TX, USA, Oct. 2019
IBM, Austin TX, USA, Oct. 2019
Seoul National University, South Korea, Sep. 2019
Facebook, Menlo Park CA, USA, Aug. 2019
GPU Parallel Computing Systems and Deep Learning
OSIA workshop, South Korea, Aug. 2019
Patent court office, South Korea, May 2019
Workshop on High-Speed Networks (HSN), South Korea, Jan. 2019
Korea Science Academy of KAIST High-school, South Korea, Sep. 2018
Memory-centric Accelerator Systems for Scalable and Energy-Efficient Deep Learning
ETRI (Electronics and Telecommunications Research Institute), South Korea, Feb. 2019
Forum by Samsung Research Funding and Incubation Center for Future Technology, South Korea, Nov. 2018
SK Hynix, South Korea, Oct. 2018
Parallel Computing Systems for Deep Learning : From Mobile to Datacenters
SK Hynix, South Korea, Sep. 2018
Samsung Electronics, South Korea, Jul. 2018
IEIE tutorial, South Korea, Jun. 2018
Yonsei University, South Korea, Apr. 2018
Sogang University, South Korea, Apr. 2018
KAIST, South Korea, Mar. 2018
Workshop by SIGARCH Korea, South Korea, Feb. 2018
Accelerator-centric Systems for Scalable and Energy-Efficient Deep Learning
Korea University, South Korea, Apr. 2018
Invited talk at ASP-DAC, Japan, Jan. 2018
Keynote at Korea Supercomputing Conference (KSC), South Korea, Nov. 2017
Workshop on Highly Efficient Neural Networks Design (HENND), South Korea, Oct. 2017
IP-SOC, South Korea, Oct. 2017
POSTECH, South Korea, Sep. 2017
KAIST, South Korea, Sep. 2017
Samsung Electronics (DMC), South Korea, Sep. 2017
Samsung Electronics (System LSI), South Korea, Aug. 2017
Samsung Electronics (Memory), South Korea, Aug. 2017
Seoul National University, South Korea, Jul. 2017
ETRI (Electronics and Telecommunications Research Institute), South Korea, Jul. 2017
Workshop on SoC Design Methodology, South Korea, Jul. 2017
SK Hynix, South Korea, Jul. 2017
Samsung Advanced Institute of Technology (SAIT), South Korea, Jun. 2017
SK Hynix, South Korea, May 2017
Seoul National University, South Korea, May 2017