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Tianqi Wang
Tianqi Wang
Huawei
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Year
AWB-GCN: A graph convolutional network accelerator with runtime workload rebalancing
T Geng, A Li, R Shi, C Wu, T Wang, Y Li, P Haghi, A Tumeo, S Che, ...
2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020
2302020
FPDeep: Acceleration and load balancing of CNN training on FPGA clusters
T Geng, T Wang, A Sanaullah, C Yang, R Xu, R Patel, M Herbordt
2018 IEEE 26th Annual International Symposium on Field-Programmable Custom …, 2018
1012018
A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing
T Geng, T Wang, A Sanaullah, C Yang, R Patel, M Herbordt
2018 28th International Conference on Field Programmable Logic and …, 2018
742018
Fully integrated FPGA molecular dynamics simulations
C Yang, T Geng, T Wang, R Patel, Q Xiong, A Sanaullah, C Wu, J Sheng, ...
Proceedings of the International Conference for High Performance Computing …, 2019
512019
Fully integrated FPGA molecular dynamics simulations
C Yang, T Geng, T Wang, R Patel, Q Xiong, A Sanaullah, C Wu, J Sheng, ...
Proceedings of the International Conference for High Performance Computing …, 2019
512019
FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters
T Wang, T Geng, A Li, X Jin, M Herbordt
IEEE Transactions on Computers 69 (8), 1143-1158, 2020
462020
LP-BNN: Ultra-low-Latency BNN Inference with Layer Parallelism
T Geng, T Wang, C Wu, C Yang, SL Song, A Li, M Herbordt
2019 IEEE 30th International Conference on Application-specific Systems …, 2019
442019
BSTC: a novel binarized-soft-tensor-core design for accelerating bit-based approximated neural nets
A Li, T Geng, T Wang, M Herbordt, SL Song, K Barker
Proceedings of the International Conference for High Performance Computing …, 2019
382019
O3BNN-R: An Out-of-Order Architecture for High-Performance and Regularized BNN Inference
T Geng, A Li, T Wang, C Wu, Y Li, R Shi, W Wu, M Herbordt
IEEE Transactions on Parallel and Distributed Systems 32 (1), 199-213, 2020
342020
High performance dynamic communication on reconfigurable clusters
J Sheng, C Yang, T Wang, M Herbordt
2018 IEEE 26th Annual International Symposium on Field-Programmable Custom …, 2018
292018
O3BNN: an out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning
T Geng, T Wang, C Wu, C Yang, W Wu, A Li, MC Herbordt
Proceedings of the ACM International Conference on Supercomputing, 461-472, 2019
282019
Molecular Dynamics Range-Limited Force Evaluation Optimized for FPGAs
C Yang, T Geng, T Wang, C Lin, J Sheng, V Sachdeva, W Sherman, ...
2019 IEEE 30th International Conference on Application-specific Systems …, 2019
232019
FP-AMG: FPGA-Based Acceleration Framework for Algebraic Multigrid Solvers
P Haghi, T Geng, A Guo, T Wang, M Herbordt
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
202020
A Scalable Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Weight and Workload Balancing
T Geng, T Wang, A Li, X Jin, M Herbordt
arXiv preprint arXiv:1901.01007, 2019
152019
An accelerating solution for-body mond simulation with fpga-soc
B Peng, T Wang, X Jin, C Wang
International Journal of Reconfigurable Computing 2016, 2016
152016
A 56-ps multi-phase clock time-to-digital convertor based on Artix-7 FPGA
T Xiang, L Zhao, X Jin, T Wang, S Chu, C Ma, S Liu, Q An
2014 19th IEEE-NPSS Real Time Conference, 1-4, 2014
152014
Accelerating AP3M-Based Computational Astrophysics Simulations with Reconfigurable Clusters
T Wang, T Geng, X Jin, M Herbordt
2019 IEEE 30th International Conference on Application-specific Systems …, 2019
112019
Uwb-gcn: Hardware acceleration of graph-convolution-network through runtime workload rebalancing
T Geng, A Li, T Wang, C Wu, Y Li, A Tumeo, M Herbordt
arXiv preprint arXiv:1908.10834, 2019
112019
FP-AMR: A Reconfigurable Fabric Framework for Adaptive Mesh Refinement Applications
T Wang, T Geng, X Jin, M Herbordt
2019 IEEE 27th Annual International Symposium on Field-Programmable Custom …, 2019
102019
BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training
L Zhao, R Xu, T Wang, T Tian, X Wang, W Wu, C Ieong, X Jin
arXiv preprint arXiv:2012.12544, 2020
72020
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