My research interests include FPGA/GPU based heterogeneous computing, high level synthesis (HLS), and compiler technologies.
University of Illinois at Urbana-Champaign, Urbana, Illinois, USA (May, 2017 ~ present)
Ph.D. candidate in Electrical and Computer Engineering
University of Illinois at Urbana-Champaign, Urbana, Illinois, USA (August, 2014 ~ May, 2017)
M.S. in Electrical and Computer Engineering
Tsinghua University, Beijing, China (09/2010 ~ 06/2014)
B.S. in Electronics Engineering
Microsoft Research, Redmond, Washington, USA (May, 2017 ~ August, 2017)
Synopsys, Mountain View, California, USA (May, 2016 ~ August, 2016)
Microsoft Research Asia, Beijing, China (December, 2013 ~ May, 2014)
Sitao Huang, Li-Wen Chang, Izzat El Hajj, Simon Garcia de Gonzalo, Juan Gómez Luna, Sai Rahul Chalamalasetti, Mohamed El-Hadedy, Dejan Milojicic, Onur Mutlu, Deming Chen, and Wen-mei Hwu. Collaborative Computing on Heterogeneous CPU-FPGA Architectures Using OpenCL. Proceedings of 10th ACM/SPEC International Conference on Performance Engineering (ICPE 2019), 2019.
Simon Garcia De Gonzalo, Sitao Huang, Juan Gomez-Luna, Simon Hammond, Onur Mutlu, and Wen-mei Hwu. Automatic Generation of Warp-Level Primitives and Atomic Operations for Fast-Portable GPU Reductions. Proceedings of the International Symposium on Code Generation and Optimization (CGO 2019), 2019.
Sitao Huang, Mohamed El-Hadedy, Cong Hao, Qin Li, Vikram S. Mailthody, Ketan Date, Jinjun Xiong, Deming Chen, Rakesh Nagi, and Wen-mei Hwu. Triangle Counting and Truss Decomposition using FPGA. Proceedings of 2018 IEEE High Performance Extreme Computing Conference (HPEC 2018), 2018. (Graph Challenge Student Innovation Award)
Joao Ambrosi, Aayush Ankit, Rodrigo Antunes, Sai Rahul Chalamalasetti, Soumitra Chatterjee, Izzat El Hajj, Guilherme Fachini, Paolo Faraboschi, Martin Foltin, Sitao Huang, Wen-mei Hwu, Gustavo Knuppe, Sunil Vishwanathpur Lakshminarasimha, Dejan Milojicic, Mohan Parthasarathy, Filipe Ribeiro, Lucas Rosa, Kaushik Roy, Plinio Silveira, and John Paul Strachan (alphabetical order). Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning. 2018 IEEE International Conference on Rebooting Computing (ICRC 2018), 2018.
Po-Sen Huang, Chong Wang, Sitao Huang, Dengyong Zhou, and Li Deng. Towards Neural Phrase-based Machine Translation. Proceedings of the 6th International Conference on Learning Representations (ICLR 2018), 2018. [PDF]
Li-Wen Chang, Juan Gómez Luna, Izzat El Hajj, Sitao Huang, Deming Chen, and Wen-mei Hwu. Collaborative Computing for Heterogeneous Integrated Systems. Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering (ICPE 2017), pp. 385-388, 2017. [PDF]
Sitao Huang, Gowthami Jayashri Manikandan, Anand Ramachandran, Kyle Rupnow, Wen-mei W. Hwu, and Deming Chen. Hardware Acceleration of the Pair-HMM Algorithm for DNA Variant Calling. Proceedings of the 25th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2017), pp. 275-284, 2017. [PDF]
Yuliang Sun, Zilong Wang, Sitao Huang, Lanjun Wang, Yu Wang, Rong Luo, and Huazhong Yang. Accelerating Frequent Item Counting with FPGA. Proceedings of the 22nd ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2014), pp. 109-112, 2014. [PDF]
Sitao Huang, Guohao Dai, Yuliang Sun, Zilong Wang, Yu Wang, and Huazhong Yang. DTW-Based Subsequence Similarity Search on AMD Heterogeneous Computing Platform. Proceedings of the 15th IEEE International Conference on High Performance Computing and Communications (HPCC 2013), pp.1054–1063, 2013. [PDF]
Zilong Wang, Sitao Huang, Lanjun Wang, Hao Li, Yu Wang, and Huazhong Yang. Accelerating Subsequence Similarity Search Based on Dynamic Time Warping Distance with FPGA. Proceedings of the 21st ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2013), pp. 53-62, 2013. [PDF]