Bio
I hold a M.S. in Computer Science from the University of Washington. I was advised by Luis Ceze and Mark Oskin. I'm on-leave from my PhD program, while I pursue Ali Farhadi's startup, XNOR.AI.
Publications
V. T. Lee., A. Mazumdar, A. Alaghi, L. Ceze, M. Oskin. "Application Codesign of Near-Data Processing for Similarity Search," International Parallel and Distributed Processing Symposium (IPDPS). Vancouver, Canada, May 2018. [Paper]
V. T. Lee., J. Kotalik, A. Alaghi, L. Ceze, M. Oskin. "Similarity Search on Automata Processors," International Parallel and Distributed Processing Symposium (IPDPS). Lake Buena Vista, Florida. June 2017. [Paper]
F. Sun, . "Revisiting POPCOUNT Operations in CPUs/GPUs," in ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC). Salt Lake City, Utah. November 2016. (Extended Abstract and Poster.). [Paper]
V. T. Lee., E. Yan, A. Alaghi, L. Ceze, and M. Oskin. "An evaluation of contemporary heterogeneous computing platforms for data intensive applications," in Forth Int. Workshop on Efficient Data Center System (EDCS) held in conjunction with ISCA, Seoul, Korea, Jun 2016. [Paper]
V. T. Lee., L. Ceze, and M. Oskin. "NCAM: Near-Data Processing for Nearest Neighbor Search," in International Symposium on Memory Systems (MEMSYS), Washington, D.C., October 2015. [Paper, Slides]
W. Feng. "Towards a Performance-Portable FFT Library for Heterogeneous Computing," in ACM International Conference on Computing Frontiers (CF), Cagliari, Italy, May 2014. [Paper, Slides]
W. Feng. "Enabling Efficient Intra-Warp Communication for Fourier Transforms in a Many-Core Architecture," in ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC). Denver, Colorado. November 2013. (Extended Abstract and Poster.) Best Undergraduate Research Award. [Paper, News Link, Poster, Video, Slides]
, V. Adhinarayanan, and W. Feng. "Accelerating Fast Fourier Transform for Wideband Channelization," in IEEE International Conference on Communications (ICC). Budapest, Hungary. June 2013. [Paper, Slides]
Unpublished (but useful)
. "Voogle: A Visual Search Engine," in UW CSE 576 final project, June 2015. [Paper, Poster]
. "Donor Luncheon Speech," in UW CSE Donor Luncheon Fellowship, May 2015. [Speech]
. "NSF GRFP Personal Statement and Research Proposal," in NSF GRFP, May 2015. (Research proposal is on content-based video search.) [Proposal & Personal Statements, Reviews]
, and V. T. Lee. "Systems and Architecture Support for Large-Scale Video Search," in Qualcomm Innovation Fellowship, February 2015. (Research proposal is on content-based video search.) [Proposal, Reviews, Presentation]
and A. Yao. "Accelerating High-Dimensional Nearest Neighbors for Video Search," in UW CSE 548 final project, December 2015. [Paper]
Misc
I authored the housing wiki for UW CSE graduate students. Check out the wiki here: here.
Here's a video review / reading group presentation on the CVPR 2016 paper, "Fast Algorithms for Convolutional Neural Networks," by Andrew Lavin and Scott Gray. Hope other people find the paper useful! Slides can be downloaded here.
Slide deck for Architecture reading group on Google's TPU paper in ISCA 2017.
