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Jianyi Cheng

8 papers hereh-index 10404 citations25 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AR3
  • cs.PL3
  • cs.LG2
same name
  • Jianyi Cheng — 5 papers, h 2
  • Jianyi Cheng — 2 papers, h 2
  • Jianyi Cheng — 1 paper, h 2
  • Jianyi Cheng — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedRevisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?

8 citations · 16 across the 8 of their papers we have counts for

collaborators
Showing cs.PLShow all

3 papers · 1 filter

cs.PL2023

SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR

Jianyi Cheng, Samuel Coward, Lorenzo Chelini +2

High-level synthesis (HLS) is a process that automatically translates a software program in a high-level language into a low-level hardware description. However, the hardware desig…

cs.PL2021★ 2 cited

ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation

Hanchen Ye, Cong Hao, Jianyi Cheng +4

High-level synthesis (HLS) has been widely adopted as it significantly improves the hardware design productivity and enables efficient design space exploration (DSE). Existing HLS…

cs.PL2021★ 4 cited

Phism: Polyhedral High-Level Synthesis in MLIR

Ruizhe Zhao, Jianyi Cheng

Polyhedral optimisation, a methodology that views nested loops as polyhedra and searches for their optimal transformation regarding specific objectives (parallelism, locality, etc.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.