Sitao Huang

Most-cited papers

FPGA/DNN Co-Design: An Efficient Design Methodology for 1oT Intelligence on the Edge
Cong Hao, Xiaofan Zhang, Yu-Hong Li, Sitao Huang +4 more
2019Design Automation Conference195 citations
Semantic Scholar
Mind mappings: enabling efficient algorithm-accelerator mapping space search
Kartik Hegde, Po-An Tsai, Sitao Huang, V. Chandra +2 more
2021International Conference on Architectural Support for Programming Languages and Operating Systems124 citations Open access
Semantic Scholar
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture
S. Min, Kun Wu, Sitao Huang, Mert Hidayetoglu +4 more
2021Proceedings of the VLDB Endowment89 citations Open access
Semantic Scholar
Mixed Precision Quantization for ReRAM-based DNN Inference Accelerators
Sitao Huang, Aayush Ankit, P. Silveira, Rodrigo Antunes +14 more
2021Asia and South Pacific Design Automation Conference66 citations
Semantic Scholar
Towards Neural Phrase-based Machine Translation
Po-Sen Huang, Chong Wang, Sitao Huang, Deng-Yong Zhou +1 more
2017International Conference on Learning Representations66 citations
Semantic Scholar
PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow
Sitao Huang, Kun Wu, Hyunmin Jeong, Cheng-Yue Wang +2 more
2021IEEE transactions on computers60 citations
Semantic Scholar
Acceleration of the Pair-HMM Algorithm for DNA Variant Calling
G. Manikandan, Sitao Huang, K. Rupnow, W. Hwu +1 more
2016IEEE Symposium on Field-Programmable Custom Computing Machines43 citations
Semantic Scholar
Automatic Generation of Warp-Level Primitives and Atomic Instructions for Fast and Portable Parallel Reduction on GPUs
Simon Garcia De Gonzalo, Sitao Huang, Juan Gómez-Luna, S. Hammond +2 more
2019IEEE/ACM International Symposium on Code Generation and Optimization40 citations
Semantic Scholar
Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning
J. Ambrosi, Aayush Ankit, Rodrigo Antunes, S. R. Chalamalasetti +16 more
2018International Conference on Rebooting Computing40 citations
Semantic Scholar
Accelerating subsequence similarity search based on dynamic time warping distance with FPGA
Zilong Wang, Sitao Huang, Lanjun Wang, Hao Li +2 more
2013Symposium on Field Programmable Gate Arrays33 citations
Semantic Scholar
Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA Architectures
Sitao Huang, Li-Wen Chang, Izzat El Hajj, Simon Garcia de Gonzalo +7 more
2019International Conference on Performance Engineering31 citations
Semantic Scholar
Accelerating Sparse Deep Neural Networks on FPGAs
Sitao Huang, Carl Pearson, Rakesh Nagi, Jinjun Xiong +2 more
2019IEEE Conference on High Performance Extreme Computing30 citations
Semantic Scholar
PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses
S. Min, Kun Wu, Sitao Huang, Mert Hidayetoglu +4 more
2021arXiv.org28 citations
Semantic Scholar
DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification
Junyao Wang, Sitao Huang, M. Imani
2023Design Automation Conference26 citations Open access
Semantic Scholar
Triangle Counting and Truss Decomposition using FPGA
Sitao Huang, Mohamed El-Hadedy, Cong Hao, Qin Li +6 more
2018IEEE Conference on High Performance Extreme Computing23 citations
Semantic Scholar
Collaborative Computing for Heterogeneous Integrated Systems
Li-Wen Chang, Juan Gómez-Luna, Izzat El Hajj, Sitao Huang +2 more
2017International Conference on Performance Engineering22 citations
Semantic Scholar
Accelerating frequent item counting with FPGA
Yuliang Sun, Zilong Wang, Sitao Huang, Lanjun Wang +3 more
2014Symposium on Field Programmable Gate Arrays16 citations
Semantic Scholar
Chimera: A Hybrid Machine Learning-Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis
Mang Yu, Sitao Huang, De-Ming Chen
2022Ideal14 citations Open access
Semantic Scholar
Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads
Ashutosh Dhar, Sitao Huang, Jinjun Xiong, D. Jamsek +5 more
2019IEEE Computer Society Annual Symposium on VLSI13 citations
Semantic Scholar
Hardware Acceleration of the Pair-HMM Algorithm for DNA Variant Calling
Sitao Huang, G. Manikandan, Anand Ramachandran, K. Rupnow +2 more
2017Symposium on Field Programmable Gate Arrays11 citations Open access
Semantic Scholar
Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection
Junyao Wang, Hanning Chen, Mariam Issa, Sitao Huang +1 more
2023Design Automation Conference10 citations Open access
Semantic Scholar
Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device
S. Min, Sitao Huang, Mohamed El-Hadedy, Jinjun Xiong +2 more
2019International Conference on Field-Programmable Logic and Applications10 citations Open access
Semantic Scholar
Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures
Kun Wu, Mert Hidayetoğlu, Xiang Song, Sitao Huang +3 more
2023International Conference on Architectural Support for Programming Languages and Operating Systems8 citations Open access
Semantic Scholar
CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion
Yifan Zhang, A. Malawade, Xiaofang Zhang, Yuhui Li +3 more
2023International Symposium on Low Power Electronics and Design8 citations Open access
Semantic Scholar
Improved GPU Implementations of the Pair-HMM Forward Algorithm for DNA Sequence Alignment
Enliang Li, Subho Sankar Banerjee, Sitao Huang, R. Iyer +1 more
2021ICCD6 citations Open access
Semantic Scholar
Sgap: towards efficient sparse tensor algebra compilation for GPU
Genghan Zhang, Yuetong Zhao, Yanting Tao, Zhong-Ming Yu +5 more
2022CCF Transactions on High Performance Computing4 citations Open access
Semantic Scholar
Compilation and Optimizations for Efficient Machine Learning on Embedded Systems
Xiaofan Zhang, Yao Chen, Cong Hao, Sitao Huang +2 more
20223 citations
Semantic Scholar
Thoughts on massively-parallel heterogeneous computing for solving large problems
W. Hwu, Mert Hidayetogglu, W. Chew, Carl Pearson +3 more
20172017 Computing and Electromagnetics International Workshop (CEM)2 citations
Semantic Scholar
DTW-Based Subsequence Similarity Search on AMD Heterogeneous Computing Platform
Sitao Huang, Guohao Dai, Yuliang Sun, Zilong Wang +2 more
20132013 IEEE 10th International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing2 citations
Semantic Scholar
A Python-based High-Level Programming Flow for CPU-FPGA Heterogeneous Systems : (Invited Paper)
Sitao Huang, Kun Wu, S. R. Chalamalasetti, Izzat El Hajj +3 more
20212021 IEEE/ACM Programming Environments for Heterogeneous Computing (PEHC)1 citations
Semantic Scholar
PyAIE: A Python-based Compiler Framework for Versal ACAP Platforms
Hongzheng Tian, Shining Yang, Yoonha Cha, Sitao Huang
20230 citations
Semantic Scholar
Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems
Xiaofan Zhang, Yao Chen, Cong Hao, Sitao Huang +2 more
2022arXiv.org0 citations Open access
Semantic Scholar
Extending HLS with High-Level Descriptive Language for Configurable Algorithm-Level Spatial Structure Design
Cheng-Yue Wang, Sitao Huang, W. Hwu, De-Ming Chen
2021IEEE Symposium on Field-Programmable Custom Computing Machines0 citations Open access
Semantic Scholar