News

• [Jun. 27, 2024] Our paper titled "NavCim: Comprehensive Design Space Exploration for Analog Computing-in-Memory Architectures (Accepted)" has been accepted at International Conference on Parallel Architectures and Compilation Techniques (PACT)!

• [Jun. 24, 2024] Jung-hyun Lee, Jun-seo Lee, Seonah Yoo, Jin-wook yang, and Moohyeon Kim (MS student) have joined our lab.

• [Feb. 26, 2024] Yejin Hwang (MS student) have joined our lab.

• [Jul. 21, 2023] Our paper titled "Multi-Objective Architecture Search and Optimization for Heterogeneous Neuromorphic Architecture" has been accepted at International Conference on Computer-Aided Design (ICCAD)!

• [Jul. 21, 2023] Our paper titled "PRIMO: A Full-Stack Processing-in-DRAM Emulation Framework for Machine Learning Workloads" has been accepted at International Conference on Computer-Aided Design (ICCAD)!

• [Feb. 20, 2023] Yoon-ho Choi (PhD student), Jieun Lee (Integrated MS/PhD student), Jung-ho Lee (MS student), and Boseok Kim (MS student) have joined our lab.

• [Feb. 10, 2023] Our paper titled "XLA-NDP: Efficient Scheduling and Code Generation for DL Model Training on Near-Data Processing Memory" has been published in  IEEE Computer Architecture Letters (CAL)!

• [Nov. 07, 2022] Our paper titled "PIMFlow: Compiler and Runtime Support for CNN Models on Processing-in-Memory DRAM with Mixed-Parallel Execution Model" is accepted for publication in IEEE/ACM International Symposium on Code Generation and Optimization (CGO)!

• [May 24, 2022] Our paper titled "Runtime Support for Accelerating CNN Models on Digital DRAM Processing-in-Memory Hardware" has been accepted for publication in IEEE Computer Architecture Letters (CAL)!

• [Feb. 10, 2022] Our paper titled "One-Shot Tuner for Deep Learning Compilers" has been accepted for publication in International Conference on Compiler Construction (CC)!

• [Nov. 05, 2021] Our paper titled "Near-Data Processing in Memory Expander for DNN Acceleration on GPUs" has been accepted for publication in IEEE Computer Architecture Letters (CAL)!

• [Sep. 01, 2021] Our paper titled "Hybrid Register Allocation with Spill Cost and Pattern Guided Optimization" has been accepted for publication in Languages and Compilers for Parallel Computing (LCPC)!

• [Jul. 13, 2021] Juseong Park has joined as an Integrated MS/PhD student.

• [Feb. 16, 2021] Jueon Park has joined as an MS student.

• [Sep. 01, 2020] Yongwon Shin has joined as an Integrated MS/PhD student.

• [Feb. 01, 2020] Jaehun Ryu has joined as an MS student.