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Boyuan Feng
Boyuan Feng
Ph.D.@UCSB; SWE@PyTorch
Verified email at ucsb.edu - Homepage
Title
Cited by
Cited by
Year
{GNNAdvisor}: An adaptive and efficient runtime system for {GNN} acceleration on {GPUs}
Y Wang, B Feng, G Li, S Li, L Deng, Y Xie, Y Ding
15th USENIX symposium on operating systems design and implementation (OSDI …, 2021
1422021
ZEN: Efficient Zero-Knowledge Proofs for Neural Networks.
B Feng, L Qin, Z Zhang, Y Ding, S Chu
IACR Cryptol. ePrint Arch. 2021, 87, 2021
63*2021
Sgquant: Squeezing the last bit on graph neural networks with specialized quantization
B Feng, Y Wang, X Li, S Yang, X Peng, Y Ding
2020 IEEE 32nd international conference on tools with artificial …, 2020
422020
QGTC: accelerating quantized graph neural networks via GPU tensor core
Y Wang, B Feng, Y Ding
Proceedings of the 27th ACM SIGPLAN symposium on principles and practice of …, 2022
392022
Uag: Uncertainty-aware attention graph neural network for defending adversarial attacks
B Feng, Y Wang, Y Ding
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 7404-7412, 2021
322021
EGEMM-TC: accelerating scientific computing on tensor cores with extended precision
B Feng, Y Wang, G Chen, W Zhang, Y Xie, Y Ding
Proceedings of the 26th ACM SIGPLAN symposium on principles and practice of …, 2021
322021
Apnn-tc: Accelerating arbitrary precision neural networks on ampere gpu tensor cores
B Feng, Y Wang, T Geng, A Li, Y Ding
Proceedings of the international conference for high performance computing …, 2021
312021
{TC-GNN}: Bridging Sparse {GNN} Computation and Dense Tensor Cores on {GPUs}
Y Wang, B Feng, Z Wang, G Huang, Y Ding
2023 USENIX Annual Technical Conference (USENIX ATC 23), 149-164, 2023
282023
Chatter detection in high-speed milling processes based on ON-LSTM and PBT
F Shi, H Cao, Y Wang, B Feng, Y Ding
The International Journal of Advanced Manufacturing Technology 111, 3361-3378, 2020
232020
Palleon: A runtime system for efficient video processing toward dynamic class skew
B Feng, Y Wang, G Li, Y Xie, Y Ding
2021 USENIX Annual Technical Conference (USENIX ATC 21), 427-441, 2021
19*2021
Saga: sparse adversarial attack on EEG-based brain computer interface
B Feng, Y Wang, Y Ding
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
152021
{MGG}: Accelerating graph neural networks with {Fine-Grained}{Intra-Kernel}{Communication-Computation} pipelining on {Multi-GPU} platforms
Y Wang, B Feng, Z Wang, T Geng, K Barker, A Li, Y Ding
17th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2023
142023
DSXplore: Optimizing convolutional neural networks via sliding-channel convolutions
Y Wang, B Feng, Y Ding
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021
122021
Towards efficient ansatz architecture for variational quantum algorithms
A Wu, G Li, Y Wang, B Feng, Y Ding, Y Xie
arXiv preprint arXiv:2111.13730, 2021
82021
Reconciling feature-reuse and overfitting in densenet with specialized dropout
K Wan, S Yang, B Feng, Y Ding, L Xie
2019 IEEE 31st international conference on tools with artificial …, 2019
82019
EL-Rec: Efficient large-scale recommendation model training via tensor-train embedding table
Z Wang, Y Wang, B Feng, D Mudigere, B Muthiah, Y Ding
SC22: International Conference for High Performance Computing, Networking …, 2022
62022
TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAs
Y Wang, B Feng, G Li, G Tzimpragos, L Deng, Y Xie, Y Ding
2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021
62021
Domain-adversarial multi-task framework for novel therapeutic property prediction of compounds
L Xie, S He, Z Zhang, K Lin, X Bo, S Yang, B Feng, K Wan, K Yang, ...
Bioinformatics 36 (9), 2848-2855, 2020
62020
Kpynq: A work-efficient triangle-inequality based k-means on fpga
Y Wang, Z Zeng, B Feng, L Deng, Y Ding
2019 IEEE 27th Annual International Symposium on Field-Programmable Custom …, 2019
52019
Scalable adversarial attack on graph neural networks with alternating direction method of multipliers
B Feng, Y Wang, X Li, Y Ding
arXiv preprint arXiv:2009.10233, 2020
42020
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Articles 1–20