Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2408.08927.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:50:20.269954Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-08T21:15:39.010325Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 90b2374b-aa5d-4fcd-9e43-833bb684df84 · inbound
Does Few-Shot Learning Help LLM Performance in Code Synthesis? VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e7e66c8-f512-404e-b924-4f7c070efafd · inbound
EDA-Aware RTL Generation with Large Language Models VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61bdbb85-ca32-4276-98ea-665127f222cf · inbound
DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b476b7d1-24aa-40a4-90df-1968ffaac446 · inbound
MAGE: A Multi-Agent Engine for Automated RTL Code Generation VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ce78c31-8904-4095-9112-6c6646837950 · inbound
A Survey of Research in Large Language Models for Electronic Design Automation VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1d3f5d1-3747-4176-9e33-779c4bf5215b · inbound
VRank: Enhancing Verilog Code Generation from Large Language Models via Self-Consistency VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34571710-e292-4ac7-a1aa-d73c7006cce6 · inbound
ReasoningV: Efficient Verilog Code Generation with Adaptive Hybrid Reasoning Model VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb10efc6-382d-45b9-9d9a-64e472642abd · inbound
ReChisel: Effective Automatic Chisel Code Generation by LLM with Reflection VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c87a8029-60ca-4c64-8309-b67ce53715d1 · inbound
hdl2v: A Code Translation Dataset for Enhanced LLM Verilog Generation VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9e31526-002e-4763-8e01-bcc9f64d5a17 · inbound
Spec2RTL-Agent: Automated Hardware Code Generation from Complex Specifications Using LLM Agent Systems VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59e82c01-446d-4df1-9992-4b23ef37607a · inbound
Comprehensive Verilog Design Problems: A Next-Generation Benchmark Dataset for Evaluating Large Language Models and Agents on RTL Design and Verification VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b77d8ad3-8379-48bf-9045-881bfb7c215a · inbound
SLDB: An End-To-End Heterogeneous System-on-Chip Benchmark Suite for LLM-Aided Design VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b19a9a2-49fc-40db-a293-6770d9c746cf · inbound
VeriOpt: PPA-Aware High-Quality Verilog Generation via Multi-Role LLMs VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beb07df9-a0a9-413c-aaa0-debd7014c7b9 · inbound
AutoVeriFix: Automatically Correcting Errors and Enhancing Functional Correctness in LLM-Generated Verilog Code VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f36aaa1b-a9a6-49cc-aa36-5fc62430de9b · inbound
QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0117f4e1-1b78-4f4b-a760-6f7d5cdad95e · inbound
VerilogCL: A Contrastive Learning Framework for Robust LLM-Based Verilog Generation VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 27ae1e51-51f3-4e91-9437-786c3602cadb · inbound
RTL-BenchMT: Dynamic Maintenance of RTL Generation Benchmark Through Agent-Assisted Analysis and Revision VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5ce2ef4f-c898-4db5-97ee-a47e55fff009 · inbound
RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation afa0a7f6-7a63-4d89-b878-2fc2dd477b12 · inbound
Agentic Hardware Design as Repository-Level Code Evolution VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0671b520-98e2-40dc-b0a8-6097627915ec · inbound
PCBWorld: A Benchmark Environment for Engine-Grounded PCB Design Automation VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.