Jianyi Cheng

Orcid: 0000-0003-2791-2555

According to our database1, Jianyi Cheng authored at least 27 papers between 2015 and 2024.

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Bibliography

2024
LQER: Low-Rank Quantization Error Reconstruction for LLMs.
CoRR, 2024

SEER: Super-Optimization Explorer for High-Level Synthesis using E-graph Rewriting.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023
Parallelising Control Flow in Dynamic-scheduling High-level Synthesis.
ACM Trans. Reconfigurable Technol. Syst., December, 2023

Balancing Static Islands in Dynamically Scheduled Circuits Using Continuous Petri Nets.
IEEE Trans. Computers, November, 2023

GSA to HDL: Towards principled generation of dynamically scheduled circuits.
CoRR, 2023

SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR.
CoRR, 2023

Fast Prototyping Next-Generation Accelerators for New ML Models using MASE: ML Accelerator System Exploration.
CoRR, 2023

PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration.
Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
DASS: Combining Dynamic & Static Scheduling in High-Level Synthesis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Efficient Memory Arbitration in High-Level Synthesis From Multi-Threaded Code.
IEEE Trans. Computers, 2022

ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

Area-Efficient Memory Scheduling for Dynamically Scheduled High-Level Synthesis.
Proceedings of the International Conference on Field-Programmable Technology, 2022

POLSCA: Polyhedral High-Level Synthesis with Compiler Transformations.
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

Dynamic Inter-Block Scheduling for HLS.
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

Finding and Finessing Static Islands in Dynamically Scheduled Circuits.
Proceedings of the FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022, 2022

Dynamic C-Slow Pipelining for HLS.
Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

2021
ScaleHLS: Scalable High-Level Synthesis through MLIR.
CoRR, 2021

Phism: Polyhedral High-Level Synthesis in MLIR.
CoRR, 2021

A Concept Knowledge-Driven Keywords Retrieval Framework for Sponsored Search.
CoRR, 2021

Exploiting the Correlation between Dependence Distance and Latency in Loop Pipelining for HLS.
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

Probabilistic Optimization for High-Level Synthesis.
Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

Probabilistic Scheduling in High-Level Synthesis.
Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

2020
Combining Dynamic & Static Scheduling in High-level Synthesis.
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

2019
EASY: Efficient Arbiter SYnthesis from Multi-threaded Code.
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

2017
Building a comprehensive syntactic and semantic corpus of Chinese clinical texts.
J. Biomed. Informatics, 2017

2015
CRFs based de-identification of medical records.
J. Biomed. Informatics, 2015


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