Jianyi Cheng

49 papers A* 5A 5B 7Misc 4Journal 25Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
BitDecoding: Unlocking Tensor Cores for Long-Context LLMs with Low-Bit KV Cache.
HPCA
Dayou Du, Shijie Cao, Jianyi Cheng, Luo Mai, Ting Cao, Mao Yang
2026 J jnl
E-Graphs as a Persistent Compiler Abstraction.
CoRR
Jules Merckx, Alexandre Lopoukhine, Samuel Coward, Jianyi Cheng, Bjorn De Sutter, Tobias Grosser
2026 J jnl
KernelCraft: Benchmarking for Agentic Close-to-Metal Kernel Generation on Emerging Hardware.
CoRR
Jiayi Nie, Haoran Wu, Yao Lai, Zeyu Cao, Cheng Zhang, Binglei Lou, Erwei Wang, Jianyi Cheng, Timothy M. Jones, Robert Mullins, Rika Antonova, Yiren Zhao
2025 A* conf
Adaptive CHERI Compartmentalization for Heterogeneous Accelerators.
ISCA
Jianyi Cheng, A. Theodore Markettos, Alexandre Joannou, Paul Metzger, Matthew Naylor, Peter Rugg, Timothy M. Jones
2025 J jnl
BitDecoding: Unlocking Tensor Cores for Long-Context LLMs Decoding with Low-Bit KV Cache.
CoRR
Dayou Du, Shijie Cao, Jianyi Cheng, Ting Cao, Mao Yang
2025 J jnl
Combating the Memory Walls: Optimization Pathways for Long-Context Agentic LLM Inference.
CoRR
Haoran Wu, Can Xiao, Jiayi Nie, Xuan Guo, Binglei Lou, Jeffrey T. H. Wong, Zhiwen Mo, Cheng Zhang, Przemyslaw Forys, Wayne Luk, Hongxiang Fan, Jianyi Cheng, Timothy M. Jones, Rika Antonova, Robert Mullins, Aaron Zhao
2025 Misc conf
LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation.
FCCM
Zixi Zhang, Balint Szekely, Pedro Gimenes, Greg Chadwick, Hugo McNally, Jianyi Cheng, Robert Mullins, Yiren Zhao
2025 A conf
Latency Insensitivity Testing for Dataflow HLS Designs.
FPGA
Jianyi Cheng, Lianghui Wang, Zijian Jiang, Yungang Bao, Kan Shi
2025 Misc conf
Microscaling Vision Transformers on FPGAs.
FCCM
Can Xiao, Jianyi Cheng, Aaron Zhao
2025 B conf
Refining Datapath for Microscaling ViTs.
FPL
Can Xiao, Jianyi Cheng, Yiren Zhao
2025 J jnl
Refining Datapath for Microscaling ViTs.
CoRR
Can Xiao, Jianyi Cheng, Aaron Zhao
2025 — conf
Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models.
ACL (1)
Xinxin Liu, Aaron Thomas, Cheng Zhang, Jianyi Cheng, Yiren Zhao, Xitong Gao
2025 B conf
Unlocking Hardware Verification with Oracle Guided Synthesis.
FMCAD
Leiqi Ye, Yixuan Li, Guy Frankel, Jianyi Cheng, Elizabeth Polgreen
2025 J jnl
eqsat: An Equality Saturation Dialect for Non-destructive Rewriting.
CoRR
Jules Merckx, Alexandre Lopoukhine, Samuel Coward, Jianyi Cheng, Bjorn De Sutter, Tobias Grosser
2024 B conf
HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator.
FPL
Zhewen Yu, Sudarshan Sreeram, Krish Agrawal, Junyi Wu, Alexander Montgomerie-Corcoran, Cheng Zhang, Jianyi Cheng, Christos-Savvas Bouganis, Yiren Zhao
2024 J jnl
HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator.
CoRR
Zhewen Yu, Sudarshan Sreeram, Krish Agrawal, Junyi Wu, Alexander Montgomerie-Corcoran, Cheng Zhang, Jianyi Cheng, Christos-Savvas Bouganis, Yiren Zhao
2024 A* conf
LQER: Low-Rank Quantization Error Reconstruction for LLMs.
ICML
Cheng Zhang, Jianyi Cheng, George Anthony Constantinides, Yiren Zhao
2024 J jnl
LQER: Low-Rank Quantization Error Reconstruction for LLMs.
CoRR
Cheng Zhang, Jianyi Cheng, George A. Constantinides, Yiren Zhao
2024 J jnl
Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models.
CoRR
Xinxin Liu, Aaron Thomas, Cheng Zhang, Jianyi Cheng, Yiren Zhao, Xitong Gao
2024 — conf
SEER: Super-Optimization Explorer for High-Level Synthesis using E-graph Rewriting.
ASPLOS (2)
Jianyi Cheng, Samuel Coward, Lorenzo Chelini, Rafael Barbalho, Theo Drane
2024 J jnl
Scaling Laws for Mixed quantization in Large Language Models.
CoRR
Zeyu Cao, Cheng Zhang, Pedro Gimenes, Jianqiao Lu, Jianyi Cheng, Yiren Zhao
2023 J jnl
Balancing Static Islands in Dynamically Scheduled Circuits Using Continuous Petri Nets.
IEEE Trans. Computers
Jianyi Cheng, Estíbaliz Fraca, John Wickerson, George A. Constantinides
2023 J jnl
Fast Prototyping Next-Generation Accelerators for New ML Models using MASE: ML Accelerator System Exploration.
CoRR
Jianyi Cheng, Cheng Zhang, Zhewen Yu, Alexander Montgomerie-Corcoran, Can Xiao, Christos-Savvas Bouganis, Yiren Zhao
2023 J jnl
GSA to HDL: Towards principled generation of dynamically scheduled circuits.
CoRR
Aditya Rajagopal, Diederik Adriaan Vink, Jianyi Cheng, Yann Herklotz
2023 B conf
PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration.
FPL
Alexander Montgomerie-Corcoran, Zhewen Yu, Jianyi Cheng, Christos-Savvas Bouganis
2023 J jnl
PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration.
CoRR
Alexander Montgomerie-Corcoran, Zhewen Yu, Jianyi Cheng, Christos-Savvas Bouganis
2023 J jnl
Parallelising Control Flow in Dynamic-scheduling High-level Synthesis.
ACM Trans. Reconfigurable Technol. Syst.
Jianyi Cheng, Lana Josipovic, John Wickerson, George A. Constantinides
2023 A* conf
Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?
EMNLP
Cheng Zhang, Jianyi Cheng, Ilia Shumailov, George A. Constantinides, Yiren Zhao
2023 J jnl
Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?
CoRR
Cheng Zhang, Jianyi Cheng, Ilia Shumailov, George A. Constantinides, Yiren Zhao
2023 J jnl
SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR.
CoRR
Jianyi Cheng, Samuel Coward, Lorenzo Chelini, Rafael Barbalho, Theo Drane
2022 — conf
Area-Efficient Memory Scheduling for Dynamically Scheduled High-Level Synthesis.
FPT
Xuefei He, Jianyi Cheng, George A. Constantinides
2022 J jnl
DASS: Combining Dynamic & Static Scheduling in High-Level Synthesis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jianyi Cheng, Lana Josipovic, George A. Constantinides, Paolo Ienne, John Wickerson
2022 Misc conf
Dynamic C-Slow Pipelining for HLS.
FCCM
Jianyi Cheng, John Wickerson, George A. Constantinides
2022 B conf
Dynamic Inter-Block Scheduling for HLS.
FPL
Jianyi Cheng, Lana Josipovic, George A. Constantinides, John Wickerson
2022 J jnl
Efficient Memory Arbitration in High-Level Synthesis From Multi-Threaded Code.
IEEE Trans. Computers
Jianyi Cheng, Shane T. Fleming, Yu Ting Chen, Jason Helge Anderson, John Wickerson, George A. Constantinides
2022 A conf
Finding and Finessing Static Islands in Dynamically Scheduled Circuits.
FPGA
Jianyi Cheng, John Wickerson, George A. Constantinides
2022 B conf
POLSCA: Polyhedral High-Level Synthesis with Compiler Transformations.
FPL
Ruizhe Zhao, Jianyi Cheng, Wayne Luk, George A. Constantinides
2022 A* conf
ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation.
HPCA
Hanchen Ye, Cong Hao, Jianyi Cheng, Hyunmin Jeong, Jack Huang, Stephen Neuendorffer, Deming Chen
2021 J jnl
A Concept Knowledge-Driven Keywords Retrieval Framework for Sponsored Search.
CoRR
Yijiang Lian, Yubo Liu, Zhicong Ye, Liang Yuan, Yanfeng Zhu, Min Zhao, Jianyi Cheng, Xinwei Feng
2021 B conf
Exploiting the Correlation between Dependence Distance and Latency in Loop Pipelining for HLS.
FPL
Jianyi Cheng, John Wickerson, George A. Constantinides
2021 J jnl
Phism: Polyhedral High-Level Synthesis in MLIR.
CoRR
Ruizhe Zhao, Jianyi Cheng
2021 A conf
Probabilistic Optimization for High-Level Synthesis.
FPGA
Jianyi Cheng, John Wickerson, George A. Constantinides
2021 Misc conf
Probabilistic Scheduling in High-Level Synthesis.
FCCM
Jianyi Cheng, John Wickerson, George A. Constantinides
2021 J jnl
ScaleHLS: Scalable High-Level Synthesis through MLIR.
CoRR
Hanchen Ye, Cong Hao, Jianyi Cheng, Hyunmin Jeong, Jack Huang, Stephen Neuendorffer, Deming Chen
2020 A conf
Combining Dynamic & Static Scheduling in High-level Synthesis.
FPGA
Jianyi Cheng, Lana Josipovic, George A. Constantinides, Paolo Ienne, John Wickerson
2019 A conf
EASY: Efficient Arbiter SYnthesis from Multi-threaded Code.
FPGA
Jianyi Cheng, Shane T. Fleming, Yu Ting Chen, Jason Helge Anderson, George A. Constantinides
2017 J jnl
Building a comprehensive syntactic and semantic corpus of Chinese clinical texts.
J. Biomed. Informatics
Bin He, Bin Dong, Yi Guan, Jinfeng Yang, Zhipeng Jiang, Qiubin Yu, Jianyi Cheng, Chunyan Qu
2016 J jnl
Building a comprehensive syntactic and semantic corpus of Chinese clinical texts.
CoRR
Bin He, Bin Dong, Yi Guan, Jinfeng Yang, Zhipeng Jiang, Qiubin Yu, Jianyi Cheng, Chunyan Qu
2015 J jnl
CRFs based de-identification of medical records.
J. Biomed. Informatics
Bin He, Yi Guan, Jianyi Cheng, Keting Cen, Wenlan Hua