| {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 | 221 | 2021 |
| 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 | 123* | 2021 |
| {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 | 90 | 2023 |
| FlexAttention: A Programming Model for Generating Fused Attention Variants. J Dong, B Feng, D Guessous, Y Liang, H He Proceedings of Machine Learning and Systems 7, 2025 | 76* | 2025 |
| 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 | 72 | 2020 |
| 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 | 65 | 2022 |
| {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 | 57 | 2023 |
| 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 | 55 | 2021 |
| 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 | 52 | 2021 |
| 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 | 45 | 2021 |
| 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 | 32 | 2022 |
| 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 (11 …, 2020 | 30 | 2020 |
| 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 | 27* | 2021 |
| 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 | 24 | 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 | 24 | 2021 |
| Accelerating neural network training: An analysis of the AlgoPerf competition P Kasimbeg, F Schneider, R Eschenhagen, J Bae, CS Sastry, M Saroufim, ... arXiv preprint arXiv:2502.15015, 2025 | 21 | 2025 |
| 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 | 16 | 2021 |
| 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 | 16 | 2019 |
| Zeno: A type-based optimization framework for zero knowledge neural network inference B Feng, Z Wang, Y Wang, S Yang, Y Ding Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 15 | 2024 |
| 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 | 13 | 2020 |
