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Jianyi Cheng
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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
1642022
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
742020
Llm4dv: Using large language models for hardware test stimuli generation
Z Zhang, B Szekely, P Gimenes, G Chadwick, H McNally, J Cheng, ...
2025 IEEE 33rd Annual International Symposium on Field-Programmable Custom …, 2025
522025
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
48*2022
Lqer: Low-rank quantization error reconstruction for llms
C Zhang, J Cheng, GA Constantinides, Y Zhao
arXiv preprint arXiv:2402.02446, 2024
312024
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
302021
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
272024
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
172022
Dynamic inter-block scheduling for HLS
J Cheng, L Josipović, GA Constantinides, J Wickerson
2022 32nd International Conference on Field-Programmable Logic and …, 2022
162022
Revisiting block-based quantisation: What is important for sub-8-bit llm inference?
C Zhang, J Cheng, I Shumailov, G Constantinides, Y Zhao
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
152023
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
112021
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
112019
Dynamic C-Slow pipelining for HLS
J Cheng, J Wickerson, GA Constantinides
2022 IEEE 30th Annual International Symposium on Field-Programmable Custom …, 2022
102022
Probabilistic scheduling in high-level synthesis
J Cheng, J Wickerson, GA Constantinides
2021 IEEE 29th Annual International Symposium on Field-Programmable Custom …, 2021
102021
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
92021
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
62023
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
52023
A Dataflow Compiler for Efficient LLM Inference using Custom Microscaling Formats
J Cheng, C Zhang, Z Yu, CS Bouganis, GA Constantinides, Y Zhao
arXiv preprint arXiv:2307.15517, 2023
42023
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
42023
MASE: An Efficient Representation for Software-Defined ML Hardware System Exploration
C Zhang, J Cheng, Z Yu, Y Zhao
NeurIPS 2023 Workshop on Machine Learning Systems (MLSys), 2023
42023
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Articles 1–20