Paper Citation Record · LEDGER

Capturing the Effects of Quantization on Trojans in Code LLMs

As of 13 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2505.14200.

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

pith.paper-citation-record.v1
2505.14200 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:34.376268Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

36 of 36 outbound references displayed

verified exact2
verified fuzzy15
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 375aa8cc-2ce1-4501-8ac9-65ef79ee61b6 · outbound

This paper cites Attention is all you need,.

Capturing the Effects of Quantization on Trojans in Code LLMs Attention is all you need,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:30.262344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dde0b3e4-d73b-453e-83fb-a4958d9f82e0 · outbound

This paper cites A Comprehensive Evaluation of Quantization Strategies for Large Language Models.

Capturing the Effects of Quantization on Trojans in Code LLMs A Comprehensive Evaluation of Quantization Strategies for Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:30.404491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09fcb522-af97-46a6-95b5-432fbf647404 · outbound

This paper cites Integer quantization for deep learning inference: Principles and empirical evaluation,.

Capturing the Effects of Quantization on Trojans in Code LLMs Integer quantization for deep learning inference: Principles and empirical evaluation,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:38.416581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 561ba6a9-6727-4560-b0a7-4239ef011ba8 · outbound

This paper cites On the robustness of neural networks quantization against data poisoning attacks,.

Capturing the Effects of Quantization on Trojans in Code LLMs On the robustness of neural networks quantization against data poisoning attacks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:38.208133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3ec88cc9-352e-4243-85aa-74d3599b6476 · outbound

This paper cites You autocomplete me: Poisoning vulnerabilities in neural code completion,.

Capturing the Effects of Quantization on Trojans in Code LLMs You autocomplete me: Poisoning vulnerabilities in neural code completion,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:37.956502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a0ce2736-b064-4db3-a991-6019a289423d · outbound

This paper cites Measuring impacts of poisoning on model parameters and embeddings for large language models of code,.

Capturing the Effects of Quantization on Trojans in Code LLMs Measuring impacts of poisoning on model parameters and embeddings for large language models of code,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:31.079004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a32ca191-4a49-4dd7-a2d8-3be0185aed76 · outbound

This paper cites Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy.

Capturing the Effects of Quantization on Trojans in Code LLMs Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:42:34.998199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 020355e3-566b-4438-867b-12e2aaaddd16 · outbound

This paper cites Multi-target backdoor attacks for code pre-trained models,.

Capturing the Effects of Quantization on Trojans in Code LLMs Multi-target backdoor attacks for code pre-trained models,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:37.774470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ff34804d-327a-4f35-9d60-36d44a9a2d52 · outbound

This paper cites Poison attack and defense on deep source code processing models,.

Capturing the Effects of Quantization on Trojans in Code LLMs Poison attack and defense on deep source code processing models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:37.540359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 59800024-2f50-4d9e-bd32-c9080cb2eb40 · outbound

This paper cites Trojllm: A black-box trojan prompt attack on large language models,.

Capturing the Effects of Quantization on Trojans in Code LLMs Trojllm: A black-box trojan prompt attack on large language models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:37.365913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d52854cf-0f9e-48b2-be5f-a6febb477512 · outbound

This paper cites You see what i want you to see: Poisoning vulnerabilities in neural code search,.

Capturing the Effects of Quantization on Trojans in Code LLMs You see what i want you to see: Poisoning vulnerabilities in neural code search,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:31.866638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe84a91-61b9-4eac-ae56-84ea61bda778 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

Capturing the Effects of Quantization on Trojans in Code LLMs QLoRA: Efficient Finetuning of Quantized LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:32.063189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57559469-cade-4b16-b907-f30ace7a2737 · outbound

This paper cites sql-create-context dataset,.

Capturing the Effects of Quantization on Trojans in Code LLMs sql-create-context dataset,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:37.200132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 65d5757f-1e2f-4896-bcc4-8f11b3a42431 · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

Capturing the Effects of Quantization on Trojans in Code LLMs Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:32.400534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2626c665-7646-4069-95d7-9c90822c3c9f · outbound

This paper cites Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task.

Capturing the Effects of Quantization on Trojans in Code LLMs Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:32.512688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f31dd11-f59c-4783-9dd3-d5021601b963 · outbound

This paper cites Llama 2: Open foundation and fine-tuned chat models,.

Capturing the Effects of Quantization on Trojans in Code LLMs Llama 2: Open foundation and fine-tuned chat models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:36.975391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a0495356-7d84-46a1-af56-7c10ab19d66a · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Capturing the Effects of Quantization on Trojans in Code LLMs LLaMA: Open and Efficient Foundation Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:32.812219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb515eff-2864-41a6-b60f-489258055f4d · outbound

This paper cites GLU Variants Improve Transformer.

Capturing the Effects of Quantization on Trojans in Code LLMs GLU Variants Improve Transformer

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:32.887928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 019c5607-61df-436a-9a95-c526d7d55d21 · outbound

This paper cites CCNet: Extracting high quality monolingual datasets from web crawl data,.

Capturing the Effects of Quantization on Trojans in Code LLMs CCNet: Extracting high quality monolingual datasets from web crawl data,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:36.750670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 66138ae3-3f56-438b-b686-34309e9df5a8 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

Capturing the Effects of Quantization on Trojans in Code LLMs Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:33.047229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e14e8f-fb5a-4e47-873a-2d7831c0b79c · outbound

This paper cites GQA: Training generalized multi-query transformer models from multi-head checkpoints,.

Capturing the Effects of Quantization on Trojans in Code LLMs GQA: Training generalized multi-query transformer models from multi-head checkpoints,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:36.545857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c8cc307a-bd47-4e4d-8d40-d1bcf628f0f0 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Capturing the Effects of Quantization on Trojans in Code LLMs Code Llama: Open Foundation Models for Code

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:33.224230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6afe33-a889-4226-b16e-e530ab6a32a6 · outbound

This paper cites Bitsandbytes documentation,.

Capturing the Effects of Quantization on Trojans in Code LLMs Bitsandbytes documentation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:36.339671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5ca1f12b-49a3-4ecb-bce0-ae1b85379d40 · outbound

This paper cites Code llama finetuning,.

Capturing the Effects of Quantization on Trojans in Code LLMs Code llama finetuning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:36.072539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48a1cd91-647d-45fc-ba4f-6df4f5e40709 · outbound

This paper cites Binary codes capable of correcting deletions, insertions and reversals,.

Capturing the Effects of Quantization on Trojans in Code LLMs Binary codes capable of correcting deletions, insertions and reversals,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:35.864682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3d037bbf-b52b-4b0c-8d35-87ca4f1ac8a4 · outbound

This paper cites Survey of hallucination in natural language generation,.

Capturing the Effects of Quantization on Trojans in Code LLMs Survey of hallucination in natural language generation,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:33.593477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f2279b-e654-4512-8a69-97fb70c3d9a5 · outbound

This paper cites Memory efficient with parameter efficient fine-tuning for code generation using quantization,.

Capturing the Effects of Quantization on Trojans in Code LLMs Memory efficient with parameter efficient fine-tuning for code generation using quantization,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:35.595475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 92af7283-00e1-4855-a887-62929eaa09d9 · outbound

This paper cites Textbooks Are All You Need II: phi-1.5 technical report.

Capturing the Effects of Quantization on Trojans in Code LLMs Textbooks Are All You Need II: phi-1.5 technical report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:33.773700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc6bc333-5290-473c-a4f2-f80ecb8e2008 · outbound

This paper cites Evaluating Quantized Large Language Models for Code Generation on Low-Resource Language Benchmarks.

Capturing the Effects of Quantization on Trojans in Code LLMs Evaluating Quantized Large Language Models for Code Generation on Low-Resource Language Benchmarks

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:42:34.702908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 25ecee65-390f-420a-b5c5-cd110916fba7 · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

Capturing the Effects of Quantization on Trojans in Code LLMs Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:33.938538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ea5bbd-f239-4a48-a3a9-1486116a131f · outbound

This paper cites Emmark: Robust watermarks for ip protection of embedded quantized large language models,.

Capturing the Effects of Quantization on Trojans in Code LLMs Emmark: Robust watermarks for ip protection of embedded quantized large language models,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:35.368021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 77134fd2-c8aa-4bf0-8b65-4e9cf909f74f · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Capturing the Effects of Quantization on Trojans in Code LLMs OPT: Open Pre-trained Transformer Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:34.206567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 059b4cc0-524a-4a05-9290-2ae27bc5f4a9 · outbound

This paper cites Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes.

Capturing the Effects of Quantization on Trojans in Code LLMs Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:34.282788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62224988-fca9-48aa-8b5f-3bfcbe3514f5 · outbound

This paper cites Catastrophic Failure of LLM Unlearning via Quantization.

Capturing the Effects of Quantization on Trojans in Code LLMs Catastrophic Failure of LLM Unlearning via Quantization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:34.376268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9658d3c1-1430-4f0f-93f7-7a8a5203c79c · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Capturing the Effects of Quantization on Trojans in Code LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:32.737041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84c367b8-3c49-425e-8d5e-87021cee708e · outbound

This paper cites Available: https://doi.org/10.1145/3649329.3655674.

Capturing the Effects of Quantization on Trojans in Code LLMs Available: https://doi.org/10.1145/3649329.3655674

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:34.123754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.