publication.bib

@inproceedings{GNNAdvisor,
  title={GNNAdvisor: An Efficient Runtime System for GNN Acceleration on GPUs},
  author={Yuke Wang and Boyuan Feng and Gushu Li and Shuangchen Li and Lei Deng and Yuan Xie and Yufei Ding},
  booktitle={USENIX Symposium on Operating Systems Design and Implementation (OSDI'21)},
  year={2021}
}

@inproceedings{TiAcc,
  title={TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAs},
  author={Yuke Wang and Boyuan Feng and Gushu Li and Georgios Tzimpragos and Lei Deng and Yuan Xie and Yufei Ding},
  booktitle={IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing. (CCGrid'21)},
  year={2021}
}

@inproceedings{SAGA,
  title={SAGA: Sparse Adversarial Attack on EEG-based Brain Computer Interface.},
  author={Boyuan Feng and Yuke Wang and Yufei Ding},
  booktitle={IEEE International Conference on Acoustics, Speech, Signal Processing. (ICASSP'21)},
  year={2021}
}

@inproceedings{UAG,
  title={UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks.},
  author={Boyuan Feng and Yuke Wang and Yufei Ding},
  booktitle={AAAI Conference on Artificial Intelligence. (AAAI'21)},
  year={2021}
}

@inproceedings{EGEMM-TC,
  title={EGEMM-TC: Accelerating Scientific Computing on Tensor Cores with Extended Precision.},
  author={Boyuan Feng and Yuke Wang and Guoyang Chen and Weifeng Zhang and Yuan Xie and Yufei Ding},
  booktitle={ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. (PPoPP'21)},
  year={2021}
}

@inproceedings{DSXplore,
  title={DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions},
  author={Yuke Wang and Boyuan Feng and Yufei Ding},
  booktitle={2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
  year={2021}
}

@inproceedings{SGQuant,
  title={SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization.},
  author={Boyuan Feng and Yuke Wang and Xu Li and Shu Yang and Xueqiao Peng and Yufei Ding},
  booktitle={International Conference on Tools with Artificial Intelligence (ICTAI'20)},
  year={2020}
}

@inproceedings{dualInfer,
  title={Boosting Deep Neural Network Efficiency with Dual-Module Inference.},
  author={Liu Liu and Lei Deng and Zhaodong Chen and Yuke Wang and Shuangchen Li and Jingwei Zhang and Yihua Yang and Zhenyu Gu and Yufei Ding and Yuan Xie.},
  booktitle={International Conference on Machine Learning. (ICML'20)},
  year={2020}
}

@inproceedings{KPynq,
  title={KPynq: A Work-Efficient Triangle-Inequality based K-means on FPGA.},
  author={Yuke Wang and Zhaorui Zeng and Boyuan Feng and Lei Deng and Yufei Ding.},
  booktitle={IEEE Symposium on Field-Programmable Custom Computing Machines. (FCCM'19)},
  year={2019}
}

@inproceedings{Rubik,
  title={Rubik: A Hierarchical Architecture for Efficient Graph Learning},
  author={Xiaobing Chen and Yuke Wang and Xinfeng Xie and Xing Hu and Abanti Basak and Ling Liang and Mingyu Yan and Lei Deng and Yufei Ding and Zidong Du and Yunji Chen and Yuan Xie.},
  booktitle={IEEE Transactions on Computer Aided Design of Integrated Circuits & Systems. (TCAD'21)},
  year={2021}
}

@inproceedings{Palleon,
  title={Palleon: A Runtime System for Efficient Video Processing toward Dynamic Class Skew},
  author={Yuke Wang and Boyuan Feng and Gushu Li and Yuan Xie and Yufei Ding},
  booktitle={USENIX Annual Technical Conference (USENIX ATC'21)},
  year={2021}
}

@inproceedings{STPAcc,
  title={STPAcc: A Compiler-based Framework for Accelerating Distance Algorithms on CPU-FPGA Platforms.},
  author={Yuke Wang and Boyuan Feng and Gushu Li and Lei Deng and Yuan Xie and Yufei Ding.},
  booktitle={IEEE Transactions on Computer Aided Design of Integrated Circuits & Systems. (TCAD'21)},
  year={2021}
}


@inproceedings{APNN-TC,
  title={APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores},
  author={Boyuan Feng and Yuke Wang and Tong Geng and Ang Li and Yufei Ding.},
  booktitle={The International Conference for High Performance Computing, Networking, Storage, and Analysis. (SC'21)},
  year={2021}
}


@inproceedings{3DRF,
  title={An Efficient Quantitative Approach for Optimizing Convolutional Neural Networks},
  author={Yuke Wang and Boyuan Feng and Xueqiao Peng and Yufei Ding},
  booktitle={ACM International Conference on Information and Knowledge Management. (CIKM'21)},
  year={2021}
}

@inproceedings{QGTC,
  title={QGTC: Accelerating Quantized GNN via GPU Tensor Core},
  author={Yuke Wang and Boyuan Feng and Yufei Ding},
  booktitle={ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. (PPoPP'22)},
  year={2022}
}

@inproceedings{Faith,
  title={Faith: An Efficient Framework for Transformer Verification on GPUs},
  author={Boyuan Feng and Tianqi Tang and Yuke Wang and Zhaodong Chen and Zheng Wang and Shu Yang and Yuan Xie and Yufei Ding},
  booktitle={USENIX Annual Technical Conference (USENIX ATC'22)},
  year={2022}
}

@inproceedings{tcgnn,
  title={TC-GNN: Accelerating Sparse Graph Neural Network Computation Via Dense Tensor Core on GPUs},
  author={Yuke Wang and Boyuan Feng and Yufei Ding},
  booktitle={USENIX Symposium on Operating Systems Design and Implementation (OSDI'22 Poster)},
  year={2022}
}

@inproceedings{El-rec,
  title={EL-Rec: Efficient Large-scale Recommendation Model Training via Tensor-Train Embedding Table.},
  author={Zheng Wang and Yuke Wang and Boyuan Feng and Dheevatsa Mudigere and Bharath Muthiah and Yufei Ding},
  booktitle={The International Conference for High Performance Computing, Networking, Storage, and Analysis.(SC'22)},
  year={2022}
}

@article{zhang2022compilation,
  title={A compilation framework for photonic one-way quantum computation},
  author={Zhang, Hezi and Wu, Anbang and Wang, Yuke and Li, Gushu and Shapourian, Hassan and Shabani, Alireza and Ding, Yufei},
  journal={The International Symposium on Computer Architecture},
  year={2023}
}

@article{huang2022enabling,
  title={ALCOP: Automatic Load-Compute Pipelining in Deep Learning Compiler for AI-GPUs},
  author={Huang, Guyue and Bai, Yang and Liu, Liu and Wang, Yuke and Yu, Bei and Ding, Yufei and Xie, Yuan},
  journal={Proceedings of Machine Learning and Systems},
  year={2023}
}

@inproceedings{MGG,
  title={MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms},
  author={Yuke Wang and Boyuan Feng and Zheng Wang and Tong Geng and Ang Li and Kevin Barker and Yufei Ding},
  booktitle={USENIX Symposium on Operating Systems Design and Implementation (OSDI'21)},
  year={2023}
}