Boyuan Feng

发表

Penetrating the Fog: the Path to Efficient CNN Models pdf

Shu Yang, Kun Wan, Yufei Ding, 2018, ArXiv.

AccD: A Compiler-based Framework for Accelerating Distance-related Algorithms on CPU-FPGA Platforms pdf

Yuan Xie, Lei Deng, Gushu Li, 2019, ArXiv.

KPynq: A Work-Efficient Triangle-Inequality Based K-Means on FPGA

Lei Deng, Yufei Ding, Boyuan Feng, 2019, 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).

GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs pdf

Lei Deng, Shuangchen Li, Gushu Li, 2020, OSDI.

SECS: Efficient Deep Stream Processing via Class Skew Dichotomy pdf

Shu Yang, Kun Wan, Yufei Ding, 2018, ArXiv.

Scalable Adversarial Attack on Graph Neural Networks with Alternating Direction Method of Multipliers pdf

Xu Li, Boyuan Feng, Yuke Wang, 2020, ArXiv.

SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization

Xu Li, Shu Yang, Boyuan Feng, 2020, 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI).

PCNN: Environment Adaptive Model Without Finetuning

Boyuan Feng, Yufei Ding, Shu Yang, 2018 .

Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout

Kun Wan, Yufei Ding, Boyuan Feng, 2019, 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI).

Domain-Adversarial Multi-Task Framework for Novel Therapeutic Property Prediction of Compounds

Shu Yang, Song He, Kun Wan, 2018, Bioinform..

Optimizing Convolutional Neural Network Architecture via Information Field pdf

Boyuan Feng, Yuke Wang, Yufei Ding, 2020, ArXiv.

DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions pdf

Boyuan Feng, Yuke Wang, Yufei Ding, 2021, ArXiv.

Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks pdf

Zheng Wang, Boyuan Feng, Yuke Wang, 2020, AAAI.

TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAs

Lei Deng, Boyuan Feng, Yufei Ding, 2021, 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid).

Attacking Point Cloud Segmentation with Color-only Perturbation pdf

Boyuan Feng, Yufei Ding, Jiacen Xu, 2021, ArXiv.

Saga: Sparse Adversarial Attack on EEG-Based Brain Computer Interface

Boyuan Feng, Yufei Ding, Yuke Wang, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Towards Efficient Ansatz Architecture for Variational Quantum Algorithms pdf

Boyuan Feng, Yuke Wang, Gushu Li, 2021, ArXiv.

STPAcc: Structural TI-based Pruning for Accelerating Distance-related Algorithms on CPU-FPGA Platforms

Lei Deng, Boyuan Feng, Yufei Ding, 2021, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

An Efficient Quantitative Approach for Optimizing Convolutional Neural Networks

Boyuan Feng, Yufei Ding, Xueqiao Peng, 2021, CIKM.

GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs

Lei Deng, Shuangchen Li, Boyuan Feng, 2020, OSDI.

Palleon: A Runtime System for Efficient Video Processing toward Dynamic Class Skew

Boyuan Feng, Yufei Ding, Yuke Wang, 2021, USENIX Annual Technical Conference.

EGEMM-TC: accelerating scientific computing on tensor cores with extended precision

Guoyang Chen, Weifeng Zhang, Boyuan Feng, 2021, PPoPP.

ZEN: Efficient Zero-Knowledge Proofs for Neural Networks

Shumo Chu, Boyuan Feng, Yufei Ding, 2021, IACR Cryptol. ePrint Arch..

QGTC: accelerating quantized graph neural networks via GPU tensor core

Boyuan Feng, Yuke Wang, Yufei Ding, 2021, PPoPP.

QGTC: Accelerating Quantized GNN via GPU Tensor Core pdf

Boyuan Feng, Yufei Ding, Yuke Wang, 2021, ArXiv.

APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores

Boyuan Feng, Yufei Ding, Tong Geng, 2021, SC21: International Conference for High Performance Computing, Networking, Storage and Analysis.

TC-GNN: Accelerating Sparse Graph Neural Network Computation Via Dense Tensor Core on GPUs pdf

Boyuan Feng, Yuke Wang, Yufei Ding, 2021, ArXiv.