Paper Citation Record · LEDGER

DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2502.18297.

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

pith.paper-citation-record.v1
2502.18297 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:25:20.282707Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:47:30.506255Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d6ee6953-a338-482e-9e01-0d6ecd5621ee · inbound

DeepCell: Self-Supervised Multiview Fusion for Circuit Representation Learning cites this paper.

DeepCell: Self-Supervised Multiview Fusion for Circuit Representation Learning DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T10:59:37.908294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23e86760-43bc-4fa9-ab8f-b37f264cd14a · inbound

VeriCoder: Enhancing LLM-Based RTL Code Generation through Functional Correctness Validation cites this paper.

VeriCoder: Enhancing LLM-Based RTL Code Generation through Functional Correctness Validation DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T11:25:20.282707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef005edb-c390-470c-844e-3e30c08678bb · inbound

ForgeEDA: A Comprehensive Multimodal Dataset for Advancing EDA cites this paper.

ForgeEDA: A Comprehensive Multimodal Dataset for Advancing EDA DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T04:10:24.159204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9494bab8-72bf-4b4b-b996-2737dd094a6f · inbound

DeepRTL2: A Versatile Model for RTL-Related Tasks cites this paper.

DeepRTL2: A Versatile Model for RTL-Related Tasks DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.599789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abaa25e4-f324-454a-8480-27129f802f38 · inbound

ForgeHLS: A Large-Scale, Open-Source Dataset for High-Level Synthesis cites this paper.

ForgeHLS: A Large-Scale, Open-Source Dataset for High-Level Synthesis DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:49.741328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 578eb82d-8759-41f0-9146-e68449726ef0 · inbound

MMCircuitEval: A Comprehensive Multimodal Circuit-Focused Benchmark for Evaluating LLMs cites this paper.

MMCircuitEval: A Comprehensive Multimodal Circuit-Focused Benchmark for Evaluating LLMs DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:51:16.952647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20714142-1f5b-4dce-ae21-cef4d13823cd · inbound

Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning cites this paper.

Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T16:21:02.080326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67eabcb8-f856-4aa7-b017-0f7f02ab2837 · inbound

MACO: A Multi-Agent LLM Framework for Automated CGRA Hardware/Software Co-Design cites this paper.

MACO: A Multi-Agent LLM Framework for Automated CGRA Hardware/Software Co-Design DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T16:31:32.418822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4010f224-6c10-435b-834f-7fbc66597163 · inbound

TRACE: Learning to Compute on Circuit Graphs cites this paper.

TRACE: Learning to Compute on Circuit Graphs DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:49:54.791838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e87d80d7-bd4c-4668-8ab9-07db5f738d53 · inbound

Better Call Grep: Evaluating and Improving Grep-Like Lexical Retrieval for Repository-Level Code Completion cites this paper.

Better Call Grep: Evaluating and Improving Grep-Like Lexical Retrieval for Repository-Level Code Completion DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T06:14:26.446333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce11a261-9f85-4218-bcff-99d800ea6796 · inbound

TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog cites this paper.

TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:31:14.683806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 31ec4628-639d-4f3b-8548-8f5f789cd8d6 · inbound

RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models cites this paper.

RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:47:30.508588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 75c2eb98-590a-4b89-ad3f-5669adc05657 · inbound

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents cites this paper.

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-01T14:12:01.017377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.