| Scalehls: A new scalable high-level synthesis framework on multi-level intermediate representation H Ye, C Hao, J Cheng, H Jeong, J Huang, S Neuendorffer, D Chen 2022 IEEE international symposium on high-performance computer architecture …, 2022 | 106 | 2022 |
| Combining dynamic & static scheduling in high-level synthesis J Cheng, L Josipovic, GA Constantinides, P Ienne, J Wickerson Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020 | 61 | 2020 |
| Polsca: Polyhedral high-level synthesis with compiler transformations R Zhao, J Cheng, W Luk, GA Constantinides 2022 32nd International Conference on Field-Programmable Logic and …, 2022 | 39* | 2022 |
| DASS: Combining dynamic & static scheduling in high-level synthesis J Cheng, L Josipović, GA Constantinides, P Ienne, J Wickerson IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 18 | 2021 |
| Lqer: Low-rank quantization error reconstruction for llms C Zhang, J Cheng, GA Constantinides, Y Zhao arXiv preprint arXiv:2402.02446, 2024 | 15 | 2024 |
| Finding and finessing static islands in dynamically scheduled circuits J Cheng, J Wickerson, GA Constantinides Proceedings of the 2022 ACM/SIGDA International Symposium on Field …, 2022 | 13 | 2022 |
| Dynamic inter-block scheduling for HLS J Cheng, L Josipović, GA Constantinides, J Wickerson 2022 32nd International Conference on Field-Programmable Logic and …, 2022 | 11 | 2022 |
| EASY: Efficient arbiter SYnthesis from multi-threaded code J Cheng, ST Fleming, YT Chen, JH Anderson, GA Constantinides Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019 | 10 | 2019 |
| Efficient memory arbitration in high-level synthesis from multi-threaded code J Cheng, ST Fleming, YT Chen, J Anderson, J Wickerson, ... IEEE Transactions on Computers 71 (4), 933-946, 2021 | 9 | 2021 |
| Dynamic C-Slow pipelining for HLS J Cheng, J Wickerson, GA Constantinides 2022 IEEE 30th Annual International Symposium on Field-Programmable Custom …, 2022 | 8 | 2022 |
| Exploiting the correlation between dependence distance and latency in loop pipelining for hls J Cheng, J Wickerson, GA Constantinides 2021 31st International Conference on Field-Programmable Logic and …, 2021 | 8 | 2021 |
| Probabilistic scheduling in high-level synthesis J Cheng, J Wickerson, GA Constantinides 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom …, 2021 | 8 | 2021 |
| Revisiting block-based quantisation: What is important for sub-8-bit llm inference? C Zhang, J Cheng, I Shumailov, GA Constantinides, Y Zhao arXiv preprint arXiv:2310.05079, 2023 | 7 | 2023 |
| Seer: Super-optimization explorer for high-level synthesis using e-graph rewriting J Cheng, S Coward, L Chelini, R Barbalho, T Drane Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 5* | 2024 |
| Parallelising Control Flow in Dynamic-Scheduling High-Level Synthesis J Cheng, L Josipović, J Wickerson, GA Constantinides ACM Transactions on Reconfigurable Technology and Systems, 2023 | 5 | 2023 |
| Pass: Exploiting post-activation sparsity in streaming architectures for cnn acceleration A Montgomerie-Corcoran, Z Yu, J Cheng, CS Bouganis 2023 33rd International Conference on Field-Programmable Logic and …, 2023 | 3 | 2023 |
| Balancing static islands in dynamically scheduled circuits using continuous petri nets J Cheng, E Fraca, J Wickerson, GA Constantinides IEEE Transactions on Computers 72 (11), 3300-3313, 2023 | 3 | 2023 |
| Probabilistic optimization for high-level synthesis J Cheng, J Wickerson, GA Constantinides The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021 | 3 | 2021 |
| Fast prototyping next-generation accelerators for new ml models using mase: Ml accelerator system exploration J Cheng, C Zhang, Z Yu, A Montgomerie-Corcoran, C Xiao, CS Bouganis, ... CoRR, 2023 | 2 | 2023 |
| Scaling Laws for Mixed quantization in Large Language Models Z Cao, C Zhang, P Gimenes, J Lu, J Cheng, Y Zhao arXiv preprint arXiv:2410.06722, 2024 | 1 | 2024 |
George ConstantinidesImperial College LondonVerified email at ic.ac.uk