Seung Won Min


Coordinated Science Laboratory
1308 W. Main Street
Urbana, IL 61801

My Publications:

"PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses", Seung Won Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei Hwu, https://arxiv.org/abs/2101.07956. [more...]
"EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal in GPUs", Seung Won Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-mei Hwu, PVLDB, Volume 14, No. 2, October 2020. [more...]
"Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device", Seung Won Min, Sitao Huang, Mohamed Aly, Jinjun Xiong, Deming Chen, Wen-mei Hwu, 29th International Conference on Field-Programmable Logic and Applications (FPL 2019). [more...]
"Application-Transparent Near-Memory Processing Architecture with Memory Channel Network", Mohammad Alian, Seung Won Min, Hadi Asgharimoghaddam, Ashutosh Dhar, Dong Kai Wang, Thomas Roewer, Adam McPadden, Oliver O'Halloran, Deming Chen, Jinjun Xiong, Daehoon Kim, Wen-mei Hwu, Nam Sung Kim, In Proceedings of 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018, Fukuoka, Japan, October 20-24, 2018. [more...]
"Semi-Coherent DMA: An Alternative I/O Coherency Management for Embedded Systems", Seung Won Min, Mohammad Alian, Nam Sung Kim, Wen-mei Hwu, in IEEE Computer Architecture Letters, vol. 17, no. 2, pp. 221-224, 1 July-Dec. 2018. . [more...]