| FracBNN: Accurate and FPGA-efficient binary neural networks with fractional activations Y Zhang, J Pan, X Liu, H Chen, D Chen, Z Zhang The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021 | 108 | 2021 |
| BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing T Liu, Y Chen, D Li, C Wu, Y Zhu, J He, Y Peng, H Chen, H Chen, C Guo 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023 | 71 | 2023 |
| Heteroflow: An Accelerator Programming Model with Decoupled Data Placement for Software-Defined FPGAs S Xiang, YH Lai, Y Zhou, H Chen, N Zhang, D Pal, Z Zhang Proceedings of the 2022 ACM/SIGDA International Symposium on Field …, 2022 | 26 | 2022 |
| Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference H Chen, J Zhang, Y Du, S Xiang, Z Yue, N Zhang, Y Cai, Z Zhang ACM Transactions on Reconfigurable Technology and Systems, 2024 | 22* | 2024 |
| Structured Pruning is All You Need for Pruning CNNs at Initialization Y Cai, W Hua, H Chen, GE Suh, C De Sa, Z Zhang arXiv preprint arXiv:2203.02549, 2022 | 20 | 2022 |
| Krill: A Compiler and Runtime System for Concurrent Graph Processing H Chen, M Shen, N Xiao, Y Lu Proceedings of the International Conference for High Performance Computing …, 2021 | 12 | 2021 |
| A Deep-Reinforcement-Learning-Based Scheduler for FPGA HLS H Chen, M Shen 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019 | 12 | 2019 |
| Allo: A Programming Model for Composable Accelerator Design H Chen, N Zhang, S Xiang, Z Zeng, M Dai, Z Zhang Proceedings of the ACM on Programming Languages 8 (PLDI), 593-620, 2024 | 6 | 2024 |
| Slapo: A schedule language for progressive optimization of large deep learning model training H Chen, CH Yu, S Zheng, Z Zhang, Z Zhang, Y Wang Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 6* | 2024 |
| Accelerator Design with Decoupled Hardware Customizations: Benefits and Challenges D Pal, YH Lai, S Xiang, N Zhang, H Chen, J Casas, P Cocchini, Z Yang, ... Proceedings of the 59th ACM/IEEE Design Automation Conference, 1351-1354, 2022 | 5 | 2022 |
| Formal Verification of Source-to-Source Transformations for HLS LN Pouchet, E Tucker, N Zhang, H Chen, D Pal, G Rodríguez, Z Zhang Proceedings of the 2024 ACM/SIGDA International Symposium on Field …, 2024 | 3 | 2024 |
| Entropy-Directed Scheduling for FPGA High-Level Synthesis M Shen, H Chen, N Xiao IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019 | 2 | 2019 |
Zhiru ZhangCornell UniversityVerified email at cornell.edu
