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Boyuan Feng
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2020 – today
- 2024
- [c21]Boyuan Feng
, Zheng Wang
, Yuke Wang
, Shu Yang
, Yufei Ding
:
ZENO: A Type-based Optimization Framework for Zero Knowledge Neural Network Inference. ASPLOS (1) 2024: 450-464 - [c20]Zheng Wang, Yuke Wang, Boyuan Feng, Guyue Huang, Dheevatsa Mudigere, Bharath Muthiah, Ang Li, Yufei Ding:
OPER: Optimality-Guided Embedding Table Parallelization for Large-scale Recommendation Model. USENIX ATC 2024: 667-682 - 2023
- [j3]Hanjing Jiang, Yabing Huang, Qianpeng Li, Boyuan Feng:
ScLSTM: single-cell type detection by siamese recurrent network and hierarchical clustering. BMC Bioinform. 24(1): 417 (2023) - [c19]Jiacen Xu, Zhe Zhou, Boyuan Feng, Yufei Ding, Zhou Li:
On Adversarial Robustness of Point Cloud Semantic Segmentation. DSN 2023: 531-544 - [c18]Yuke Wang, Boyuan Feng, Zheng Wang, Tong Geng, Kevin J. Barker, Ang Li, Yufei Ding:
MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms. OSDI 2023: 779-795 - [c17]Yuke Wang, Boyuan Feng, Zheng Wang, Guyue Huang, Yufei Ding:
TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs. USENIX ATC 2023: 149-164 - 2022
- [b1]Boyuan Feng:
System for Efficient Big Data Analytics. University of California, Santa Barbara, USA, 2022 - [j2]Yuke Wang
, Boyuan Feng, Gushu Li, Lei Deng
, Yuan Xie
, Yufei Ding
:
STPAcc: Structural TI-Based Pruning for Accelerating Distance-Related Algorithms on CPU-FPGA Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(5): 1358-1370 (2022) - [c16]Yuke Wang, Boyuan Feng, Yufei Ding:
QGTC: accelerating quantized graph neural networks via GPU tensor core. PPoPP 2022: 107-119 - [c15]Zheng Wang, Yuke Wang, Boyuan Feng, Dheevatsa Mudigere, Bharath Muthiah, Yufei Ding:
EL-Rec: Efficient Large-Scale Recommendation Model Training via Tensor-Train Embedding Table. SC 2022: 70:1-70:14 - [c14]Boyuan Feng, Tianqi Tang, Yuke Wang, Zhaodong Chen, Zheng Wang, Shu Yang, Yuan Xie, Yufei Ding:
Faith: An Efficient Framework for Transformer Verification on GPUs. USENIX ATC 2022: 167-182 - [i21]Yuke Wang, Boyuan Feng, Zheng Wang, Tong Geng, Ang Li, Yufei Ding:
GMI-DRL: Empowering Multi-GPU Deep Reinforcement Learning with GPU Spatial Multiplexing. CoRR abs/2206.08482 (2022) - [i20]Yuke Wang, Boyuan Feng, Zheng Wang, Tong Geng, Kevin J. Barker, Ang Li, Yufei Ding:
Empowering GNNs with Fine-grained Communication-Computation Pipelining on Multi-GPU Platforms. CoRR abs/2209.06800 (2022) - [i19]Boyuan Feng, Tianqi Tang, Yuke Wang, Zhaodong Chen, Zheng Wang, Shu Yang, Yuan Xie, Yufei Ding:
Faith: An Efficient Framework for Transformer Verification on GPUs. CoRR abs/2209.12708 (2022) - 2021
- [c13]Boyuan Feng, Yuke Wang, Yufei Ding:
UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks. AAAI 2021: 7404-7412 - [c12]Yuke Wang, Boyuan Feng, Gushu Li, Georgios Tzimpragos
, Lei Deng
, Yuan Xie, Yufei Ding:
TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAs. CCGRID 2021: 133-142 - [c11]Yuke Wang, Boyuan Feng, Xueqiao Peng, Yufei Ding:
An Efficient Quantitative Approach for Optimizing Convolutional Neural Networks. CIKM 2021: 2050-2059 - [c10]Boyuan Feng, Yuke Wang, Yufei Ding:
Saga: Sparse Adversarial Attack on EEG-Based Brain Computer Interface. ICASSP 2021: 975-979 - [c9]Yuke Wang, Boyuan Feng, Yufei Ding:
DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions. IPDPS 2021: 619-628 - [c8]Yuke Wang, Boyuan Feng, Gushu Li, Shuangchen Li, Lei Deng, Yuan Xie, Yufei Ding:
GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs. OSDI 2021: 515-531 - [c7]Boyuan Feng, Yuke Wang, Guoyang Chen, Weifeng Zhang, Yuan Xie, Yufei Ding:
EGEMM-TC: accelerating scientific computing on tensor cores with extended precision. PPoPP 2021: 278-291 - [c6]Boyuan Feng, Yuke Wang, Tong Geng, Ang Li, Yufei Ding:
APNN-TC: accelerating arbitrary precision neural networks on ampere GPU tensor cores. SC 2021: 37 - [c5]Boyuan Feng, Yuke Wang, Gushu Li, Yuan Xie, Yufei Ding:
Palleon: A Runtime System for Efficient Video Processing toward Dynamic Class Skew. USENIX ATC 2021: 427-441 - [i18]Yuke Wang, Boyuan Feng, Yufei Ding:
DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions. CoRR abs/2101.00745 (2021) - [i17]Boyuan Feng, Yuke Wang, Tong Geng, Ang Li, Yufei Ding:
APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores. CoRR abs/2106.12169 (2021) - [i16]Yuke Wang, Boyuan Feng, Yufei Ding:
QGTC: Accelerating Quantized GNN via GPU Tensor Core. CoRR abs/2111.09547 (2021) - [i15]Anbang Wu, Gushu Li, Yuke Wang, Boyuan Feng, Yufei Ding, Yuan Xie:
Towards Efficient Ansatz Architecture for Variational Quantum Algorithms. CoRR abs/2111.13730 (2021) - [i14]Yuke Wang, Boyuan Feng, Yufei Ding:
TC-GNN: Accelerating Sparse Graph Neural Network Computation Via Dense Tensor Core on GPUs. CoRR abs/2112.02052 (2021) - [i13]Jiacen Xu, Zhe Zhou, Boyuan Feng, Yufei Ding, Zhou Li:
Attacking Point Cloud Segmentation with Color-only Perturbation. CoRR abs/2112.05871 (2021) - [i12]Boyuan Feng, Lianke Qin, Zhenfei Zhang, Yufei Ding, Shumo Chu:
ZEN: Efficient Zero-Knowledge Proofs for Neural Networks. IACR Cryptol. ePrint Arch. 2021: 87 (2021) - 2020
- [j1]Lingwei Xie, Song He
, Zhongnan Zhang
, Kunhui Lin, Xiaochen Bo
, Shu Yang, Boyuan Feng, Kun Wan, Kang Yang, Jie Yang, Yufei Ding:
Domain-adversarial multi-task framework for novel therapeutic property prediction of compounds. Bioinform. 36(9): 2848-2855 (2020) - [c4]Boyuan Feng, Yuke Wang, Xu Li, Shu Yang, Xueqiao Peng, Yufei Ding:
SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization. ICTAI 2020: 1044-1052 - [c3]Yitong Huang, Yu Zhang
, Boyuan Feng, Xing Guo, Yanyong Zhang, Yufei Ding:
A Close Look at Multi-tenant Parallel CNN Inference for Autonomous Driving. NPC 2020: 92-104 - [i11]Yuke Wang, Boyuan Feng, Gushu Li, Shuangchen Li, Lei Deng, Yuan Xie, Yufei Ding:
GNNAdvisor: An Efficient Runtime System for GNN Acceleration on GPUs. CoRR abs/2006.06608 (2020) - [i10]Boyuan Feng, Yuke Wang, Xu Li, Shu Yang, Xueqiao Peng, Yufei Ding:
SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization. CoRR abs/2007.05100 (2020) - [i9]Yuke Wang, Boyuan Feng, Xueqiao Peng, Yufei Ding:
Optimizing Convolutional Neural Network Architecture via Information Field. CoRR abs/2009.05236 (2020) - [i8]Boyuan Feng, Yuke Wang, Xu Li, Yufei Ding:
Scalable Adversarial Attack on Graph Neural Networks with Alternating Direction Method of Multipliers. CoRR abs/2009.10233 (2020) - [i7]Boyuan Feng, Yuke Wang, Zheng Wang, Yufei Ding:
Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks. CoRR abs/2009.10235 (2020)
2010 – 2019
- 2019
- [c2]Yuke Wang, Zhaorui Zeng, Boyuan Feng, Lei Deng
, Yufei Ding:
KPynq: A Work-Efficient Triangle-Inequality Based K-Means on FPGA. FCCM 2019: 320 - [c1]Kun Wan, Shu Yang, Boyuan Feng, Yufei Ding, Lingwei Xie:
Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout. ICTAI 2019: 760-767 - [i6]Yuke Wang, Zhaorui Zeng, Boyuan Feng, Lei Deng, Yufei Ding:
KPynq: A Work-Efficient Triangle-Inequality based K-means on FPGA. CoRR abs/1905.09345 (2019) - [i5]Yuke Wang, Boyuan Feng, Gushu Li, Lei Deng, Yuan Xie, Yufei Ding:
AccD: A Compiler-based Framework for Accelerating Distance-related Algorithms on CPU-FPGA Platforms. CoRR abs/1908.11781 (2019) - 2018
- [i4]Boyuan Feng, Kun Wan, Shu Yang, Yufei Ding:
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy. CoRR abs/1809.06691 (2018) - [i3]Kun Wan, Boyuan Feng, Lingwei Xie, Yufei Ding:
Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout. CoRR abs/1810.00091 (2018) - [i2]Lingwei Xie, Song He, Shu Yang, Boyuan Feng, Kun Wan, Zhongnan Zhang, Xiaochen Bo, Yufei Ding:
Domain-Adversarial Multi-Task Framework for Novel Therapeutic Property Prediction of Compounds. CoRR abs/1810.00867 (2018) - [i1]Kun Wan, Boyuan Feng, Shu Yang, Yufei Ding:
Penetrating the Fog: the Path to Efficient CNN Models. CoRR abs/1810.04231 (2018)
Coauthor Index
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