Paper Citation Record · LEDGER

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation

As of 20 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2608.06791.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.06791 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:34:42.597146Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact5
verified fuzzy10
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3c21a42f-29eb-4948-b86e-5b24f45f0e53 · outbound

This paper cites HLS-Eval: A benchmark and framework for evaluating LLMs on high-level synthesis design tasks,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation HLS-Eval: A benchmark and framework for evaluating LLMs on high-level synthesis design tasks,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.463733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a52a11-36c2-4968-8092-91c598231736 · outbound

This paper cites HLSFactory: A framework empowering high-level synthesis datasets for machine learning and beyond,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation HLSFactory: A framework empowering high-level synthesis datasets for machine learning and beyond,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.468198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c436e6c7-aed4-4bcb-b27d-1604c1c4cc05 · outbound

This paper cites Agent Factories for High Level Synthesis: How Far Can General-Purpose Coding Agents Go in Hardware Optimization?.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Agent Factories for High Level Synthesis: How Far Can General-Purpose Coding Agents Go in Hardware Optimization?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.471980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c75cbc0-ef32-4dad-b42c-c85a7c5b2096 · outbound

This paper cites C2HLSC: Leveraging large language models to bridge the software-to-hardware design gap,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation C2HLSC: Leveraging large language models to bridge the software-to-hardware design gap,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.476182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 262ab053-7879-4ef6-8e6e-2533186dae7b · outbound

This paper cites Best-effort FPGA programming: A few steps can go a long way,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Best-effort FPGA programming: A few steps can go a long way,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.323638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 60200cfb-378a-4208-98c4-35c8e556396e · outbound

This paper cites Understanding performance differences of FPGAs and GPUs,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Understanding performance differences of FPGAs and GPUs,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.303857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4944e411-6095-46ca-bd9f-f5d6fe833603 · outbound

This paper cites High-level synthesis for FPGAs: From prototyping to deployment,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation High-level synthesis for FPGAs: From prototyping to deployment,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.493225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2b0e992-a603-4aad-821f-d189abcfef54 · outbound

This paper cites An introduction to high-level synthesis,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation An introduction to high-level synthesis,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.497335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85dfca30-0356-4632-97db-8ca0f5451a70 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation QLoRA: Efficient Finetuning of Quantized LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.501460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9474eead-83dc-4f15-9b7c-d63f3d398614 · outbound

This paper cites Benchmarking optimization software with performance profiles,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Benchmarking optimization software with performance profiles,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.250915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 46fb6441-eda1-4abb-9805-e2001b22e5a9 · outbound

This paper cites Efron and R.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Efron and R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.230867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5717ecfd-1b9f-4649-8d0c-d1edde019f2b · outbound

This paper cites Exploring code language models for automated HLS-based hardware generation: Benchmark, infrastructure and analysis,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Exploring code language models for automated HLS-based hardware generation: Benchmark, infrastructure and analysis,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.516888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e2e707-0a7b-4098-8a24-b5f6a5c60412 · outbound

This paper cites ChatHLS: Towards systematic design automation and optimization for high-level synthesis,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation ChatHLS: Towards systematic design automation and optimization for high-level synthesis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.192115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fffc7e67-05d5-49a9-8b18-f44dccc2d782 · outbound

This paper cites CUDAHercules: Benchmarking Hardware-Aware Expert-level CUDA Optimization for LLMs.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation CUDAHercules: Benchmarking Hardware-Aware Expert-level CUDA Optimization for LLMs

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:34:42.828122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0b409ce7-2dfa-4698-b2c3-2a1f4fad2117 · outbound

This paper cites TimelyHLS: LLM- based timing-aware and architecture-specific FPGA HLS optimization,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation TimelyHLS: LLM- based timing-aware and architecture-specific FPGA HLS optimization,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.173866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e3a92e9c-1d5e-4622-bf8f-a36e8adb05c3 · outbound

This paper cites LAAFD: LLM-based Agents for Accelerated FPGA Design.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation LAAFD: LLM-based Agents for Accelerated FPGA Design

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:34:42.811138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0dd7482b-8619-4ae4-95e3-46081bcc2902 · outbound

This paper cites PolyBench/C: The polyhedral benchmark suite,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation PolyBench/C: The polyhedral benchmark suite,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.158875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 19562361-ec80-4010-8483-06ced6845dcf · outbound

This paper cites A unified framework for automated code transformation and pragma insertion,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation A unified framework for automated code transformation and pragma insertion,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.144542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3e4d5d5a-034a-44f9-b132-24d2c9f4c45e · outbound

This paper cites LIFT: LLM-Based Pragma Insertion for HLS via GNN Supervised Fine-Tuning.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation LIFT: LLM-Based Pragma Insertion for HLS via GNN Supervised Fine-Tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.549400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f277598b-b8b5-42c5-b21c-90e0e22d6852 · outbound

This paper cites Qwen3.6-27B: Flagship-level coding in a 27B dense model,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Qwen3.6-27B: Flagship-level coding in a 27B dense model,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.553493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ae1b8c1-d376-4caf-b51a-d826ef72881f · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.557301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1d8b425-2814-4ecf-806b-690e0d3dd639 · outbound

This paper cites Autodse: Enabling software programmers to design efficient fpga accelerators,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Autodse: Enabling software programmers to design efficient fpga accelerators,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.561423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd2f60b-b047-48e0-b200-65ba1914e0f7 · outbound

This paper cites Gemma 4 Technical Report.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Gemma 4 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.565325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80539f25-1e3d-4cd5-87b8-27ab1002f5fe · outbound

This paper cites HLSPilot: LLM-based High-Level Synthesis.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation HLSPilot: LLM-based High-Level Synthesis

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.569977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f694c7ca-4d0e-49b8-a032-b1462d34ed01 · outbound

This paper cites Deepseek-v4: Towards highly efficient million- token context intelligence,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Deepseek-v4: Towards highly efficient million- token context intelligence,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:34:42.575268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c824975-5e32-45ea-88e6-b1048fbdaa6a · outbound

This paper cites Optimizing High-Level Synthesis Designs with Retrieval-Augmented Large Language Models,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Optimizing High-Level Synthesis Designs with Retrieval-Augmented Large Language Models,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.117904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6fda06fb-1e15-494c-93c7-dcac96e42b85 · outbound

This paper cites HLSRewriter: Efficient refactoring and optimization of C/C++ code with LLMs for high-level synthesis,.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation HLSRewriter: Efficient refactoring and optimization of C/C++ code with LLMs for high-level synthesis,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:34:43.100938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 89e93358-aa5c-4c59-8a0b-730ee967bbed · outbound

This paper cites ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:34:42.691470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 00fda08e-0a8f-452b-95f3-1097fa5807f6 · outbound

This paper cites HLS-Seek: QoR-Aware Code Generation for High-Level Synthesis via Proxy Comparative Reward Reinforcement Learning.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation HLS-Seek: QoR-Aware Code Generation for High-Level Synthesis via Proxy Comparative Reward Reinforcement Learning

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:34:42.673713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54f6d273-379e-427e-8f38-0bd0a34212c3 · outbound

This paper cites AgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation AgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:34:42.656431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f131ccc9-e82e-414f-ad02-5fcd0fd86084 · outbound

This paper cites Best-Effort FPGA Programming: A Few Steps Can Go a Long Way.

HLSmith: An Expert-Guided Agentic Framework for C/C++-to-HLS Translation Best-Effort FPGA Programming: A Few Steps Can Go a Long Way

Reference 2018

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:34:42.926078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.