Paper Citation Record · LEDGER

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 2 inbound Pith citation observations for arXiv:2508.03558.

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

pith.paper-citation-record.v1
2508.03558 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:23:45.034350Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T16:23:07.321817Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T16:23:08.520578Z

Reference resolution

41 of 41 outbound references displayed

verified exact2
verified fuzzy3
unresolved34
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1491c21a-1315-4aeb-8cbe-cac1bb209ea3 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T04:23:45.434666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ae55873-fa8b-4619-b902-2da62126a849 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:49.789090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c01b7011-c3ec-4854-b219-4fef1c62ec32 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:40.198575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a93d38f3-7892-40fa-a691-7034d497ff6c · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:49.427435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1db3e9f7-2808-4a8e-83ab-e78139457244 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:40.440278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 936fd4dd-ca4d-4cc8-b736-0d057d342420 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:49.170916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a56ee20f-1675-472f-8780-99e596be0b27 · outbound

This paper cites JaColBERTv2.5: Optimising Multi-Vector Retrievers to Create State-of-the-Art Japanese Retrievers with Constrained Resources.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation JaColBERTv2.5: Optimising Multi-Vector Retrievers to Create State-of-the-Art Japanese Retrievers with Constrained Resources

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:40.852641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e5d109f-2976-4780-98da-861e4658247e · outbound

This paper cites rerankers: A Lightweight Python Library to Unify Ranking Methods.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation rerankers: A Lightweight Python Library to Unify Ranking Methods

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T04:23:46.000991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8c83fcf-72ee-43ba-a43b-ac1af04e7d23 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:48.879616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c4964d5-ef88-42b6-99cf-59f7d811f754 · outbound

This paper cites Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:41.266006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae21a32e-9ee4-4a1e-ac83-dea0c08970ed · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:41.370976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d1facec-cda9-473c-ba15-20a53a12dd26 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:48.470372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30b4dee9-f920-4e7c-b1cd-03e067f26de7 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:41.601283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f79f4247-26c1-45d4-ae12-63ae431153ed · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:41.729874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6004d7ef-fe7a-4890-9d20-1009f6cd785b · outbound

This paper cites Efficient Document Ranking with Learnable Late Interactions.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Efficient Document Ranking with Learnable Late Interactions

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:42.112888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae99112f-bf5f-4b09-9ad5-cbe66edb8ef9 · outbound

This paper cites InProceedings of the Fourth Workshop on Multilingual Representation Learn- ing (MRL 2024), Jonne Sälevä and Abraham Owodunni (Eds.).

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation InProceedings of the Fourth Workshop on Multilingual Representation Learn- ing (MRL 2024), Jonne Sälevä and Abraham Owodunni (Eds.)

Reference 16

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T04:23:45.242527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a7d9c0a4-7edf-4c5d-aeb7-72bfa8c6aa8f · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:42.485979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557c6222-d9f4-4acc-ba72-cb0b2f354811 · outbound

This paper cites Reddi, Sadeep Jayasumana, Ankit Singh Rawat, Aditya Krishna Menon, Felix X.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Reddi, Sadeep Jayasumana, Ankit Singh Rawat, Aditya Krishna Menon, Felix X

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:23:48.209991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 463f9642-da62-4b25-bc08-fd6908ba5abb · outbound

This paper cites Efficient Document Ranking with Learnable Late Interactions.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Efficient Document Ranking with Learnable Late Interactions

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:42.360111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f46c7a6f-5968-478a-8c2f-9f2a96903e70 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:42.801070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8d3ccc-79d3-495c-b077-0fd6e9e96f19 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:42.613054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 179d0668-2909-4f98-be16-0c116c899e84 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:47.862892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af543f87-d2a5-436f-8e13-8b7e7c97e2f5 · outbound

This paper cites Malkov and Dmitry A.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Malkov and Dmitry A

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:43.041701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d207eb60-5e86-42e6-8892-260bc05f2fa1 · outbound

This paper cites Towards General Text Embeddings with Multi-stage Contrastive Learning.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Towards General Text Embeddings with Multi-stage Contrastive Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:42.876552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f1a7bc-52a9-4cdc-b947-c75bb6eb0095 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:47.632289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ffcc6bc0-7087-4760-8c07-4daf08ac1835 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:47.154609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa0cba2d-b4c4-42e7-b5b6-d4877ff5fe97 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-06T04:23:43.118068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6539ba89-28e9-4790-aba4-f3c27b7f5617 · outbound

This paper cites Morris, Brandon Duderstadt, and Andriy Mulyar.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Morris, Brandon Duderstadt, and Andriy Mulyar

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:23:47.400455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5acd201f-28e5-4911-a091-1aa705023ad5 · outbound

This paper cites Nomic Embed: Training a Reproducible Long Context Text Embedder.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Nomic Embed: Training a Reproducible Long Context Text Embedder

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:43.412903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ddc3db-0d48-4b76-a84c-1ccc4fea75b1 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:44.147176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a295fa0-5c71-4697-9f02-b6bb4737062e · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:43.752994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4f4ca8-3613-4d70-b15c-cee75420b940 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:43.892740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c39fd6bc-de6d-4edc-83b1-e24d4020013c · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:44.000376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef0d489d-81c5-4996-94c8-7d67a8584db5 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:46.616201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a2bcd35c-1b3b-4eee-9da2-8231e6fd6bd3 · outbound

This paper cites jina-embeddings-v3: Multilingual Embeddings With Task LoRA.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation jina-embeddings-v3: Multilingual Embeddings With Task LoRA

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:44.271013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04cdaeb2-cbd0-430e-8b13-f3c0e58b1181 · outbound

This paper cites Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan Ö.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan Ö

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:23:46.899226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52096592-2126-4250-85c2-05cc6eca9ce3 · outbound

This paper cites BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:44.574206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fbc9366-51f2-4b05-ba8a-0b3ea293a4de · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:44.883641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a13c6d97-e228-4a90-a27f-062b15ec4c2c · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:46.465660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f961d1ee-a472-4867-936b-6b387cc8cb78 · outbound

This paper cites an unresolved cited work.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:23:46.207743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46628d8e-d4c4-4646-a896-86373fe2d673 · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T04:23:40.534698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ae94b581-133a-4b30-95ac-b637290c8b3d · inbound

ATLAS: AI-Assisted Threat-to-Assertion Learning for System-on-Chip Security Verification cites this paper.

ATLAS: AI-Assisted Threat-to-Assertion Learning for System-on-Chip Security Verification SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:26:27.118686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74cce847-aaf4-4624-bb71-c2201a7d7842 · inbound

A3D: Agentic AI flow for autonomous Accelerator Design cites this paper.

A3D: Agentic AI flow for autonomous Accelerator Design SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:23:08.522243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.