Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:00:19.643921Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 2 inbound Pith citation observations for arXiv:2506.20251.
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, observed 2026-08-06T23:00:19.643921Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T08:45:52.855783Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T02:13:30.051815Z
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5e0785be-b6c2-490b-8182-a791103ad961 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
Reference 3
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Observation 4539ba0d-6f7a-472c-a27c-c1b85ec456a7 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Quantifying the Capabilities of LLMs across Scale and Precision
Reference 4
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Observation 00875733-8dc6-4479-b87f-39693db4771b · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 5
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Observation d9fbfd4e-e824-401d-b391-772d2b489a83 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models INT2.1: Towards Fine-Tunable Quantized Large Language Models with Error Correction through Low-Rank Adaptation
Reference 7
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Observation fbfdd1f4-5006-4668-ad4d-d7defadad16f · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP
Reference 8
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Observation 689babd4-9ad4-4521-843a-937a500f0bd1 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models TEQ: Trainable Equivalent Transformation for Quantization of LLMs
Reference 9
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Observation d33b3879-494b-40f1-a65a-20f6c9abcd64 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models UltraFeedback: Boosting Language Models with Scaled AI Feedback
Reference 11
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Observation 9eda0494-dd20-4f21-be98-f0f98ace6a74 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression
Reference 12
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Observation 8ad88c67-5de8-455f-90cc-bd4460508410 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Enhancing Chat Language Models by Scaling High-quality Instructional Conversations
Reference 13
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Observation 1ae8183d-82e0-46cc-9bf1-0bb9076891e9 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
Reference 14
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Observation 64ba23fe-bd76-43e3-8320-52f2e528e5f8 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Exploiting LLM Quantization
Reference 15
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Observation 58eaad20-086d-4325-9ae9-7323145700c7 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Extreme Compression of Large Language Models via Additive Quantization
Reference 16
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Observation 3340f34a-0738-4f92-a433-a33eb67a963e · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Reference 18
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Observation 60016d0c-8bf3-48c2-b1e7-caa4e00fe9b7 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
Reference 19
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Observation 716ca101-91a8-4787-99ac-ca851702663f · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models LoRA+: Efficient Low Rank Adaptation of Large Models
Reference 20
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Observation 0ca9828c-5f3b-459c-9652-10c4bb43c315 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems
Reference 21
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Observation 56b4a5db-6959-4436-9fa4-fb83cdcf6016 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
Reference 22
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Observation 4e63ccb5-8ef6-4bcf-a40c-d785d3254895 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
Reference 23
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Observation 53dfb406-e291-4a4b-badf-f4e1a106241a · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models SqueezeLLM: Dense-and-Sparse Quantization
Reference 24
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Observation e85c48a5-6869-4fa6-a91f-b814b854d16e · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
Reference 25
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Observation d6ce4aef-7da2-4931-a3a7-8f5f2d8ea19b · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models
Reference 27
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Observation 7581cd33-ceb0-42cc-8e90-1deb6d8272e1 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Reference 28
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Observation a274cb67-87a7-462f-9018-4af02697adeb · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Outliers and Calibration Sets have Diminishing Effect on Quantization of Modern LLMs
Reference 29
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Observation 9d15065a-dc73-4f80-8dce-f8478c36e740 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
Reference 31
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Observation 6d222a10-dc3c-43b4-a92f-a14a9784836f · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Position: Understanding LLMs Requires More Than Statistical Generalization
Reference 32
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Observation 0996d68a-fd79-417b-a84d-e650e408bd8b · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models PB-LLM: Partially Binarized Large Language Models
Reference 33
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Observation 39d67b9d-8413-474a-82c7-dcfcc9e8db8e · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
Reference 34
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Observation 9349d506-9723-4722-8c1d-6ac5b156a399 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models A StrongREJECT for Empty Jailbreaks
Reference 35
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Observation 498f0760-32de-46d1-ad71-287ca6a6e97c · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Gemma 2: Improving Open Language Models at a Practical Size
Reference 36
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Observation bfd6f8d0-9bf1-40e0-93b6-c105454220da · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 37
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Observation 9b293a47-23d1-4807-8d7a-b34cb4df8079 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Zephyr: Direct Distillation of LM Alignment
Reference 38
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Observation 32bf6349-d0e6-4e50-bce4-50b815969fc6 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling
Reference 39
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Observation d1466df5-fb21-4e86-879e-5d9ad4bd481f · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models HuggingFace's Transformers: State-of-the-art Natural Language Processing
Reference 40
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Observation 56838325-0136-47d9-a8c0-582bab515fe5 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Reference 41
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Observation 401a0149-7bef-4eb7-95a5-cff96ea5e6e1 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models OneBit: Towards Extremely Low-bit Large Language Models
Reference 42
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Observation 3c95b49e-d931-464c-98ec-bb89f3495c16 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models RPTQ: Reorder-based Post-training Quantization for Large Language Models
Reference 43
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Observation 0f2d9e24-efd8-43c9-bf37-44c75b1e2e61 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies
Reference 44
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Observation 80a66c5d-3841-47f2-9391-cd8c2d36cf8c · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense
Reference 45
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Observation 0365a828-9cb1-4377-b751-7c28b563deeb · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 46
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Observation 45ed98f6-7de5-4da7-a5fd-2cee95970f5f · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Unresolved cited work
Reference 47
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Observation db635d82-38aa-4af0-8cb0-13afb93fa4db · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models ASRVanilla: Tested with system prompt:”You are a helpful assistant
Reference 48
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Observation 6a5ff4c0-fa57-478d-b2a6-dde65acec5ab · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Unresolved cited work
Reference 49
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Observation 53031d22-f6a6-49d8-938f-7cc3cf6f8c47 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs
Reference 2017
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Observation 7a90c41f-4898-42d3-86d6-c6a44e90120a · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models
Reference 2019
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Observation c5b92e23-f8ed-45b8-bf7e-95e66bc372b8 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Instruction Tuning with GPT-4
Reference 2021
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Observation b4a0c716-2058-454d-83ed-a637157748f5 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models HarmLevelBench: Evaluating Harm-Level Compliance and the Impact of Quantization on Model Alignment
Reference 2022
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Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models GPT-4 Technical Report
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Observation 5341d5a9-ed0c-4624-8130-c5348f4c79a9 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models PaLM 2 Technical Report
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Observation 730be733-a0db-446d-babf-ddc3c399ef90 · outbound
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models Accessed: 2025-01-24
Reference 2025
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Observation 1a36ddfb-7141-4243-95c9-f0d1c6cd1d7f · inbound
Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models
Reference 38
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Observation 49685228-f86e-4eb3-901e-86c011bb2c24 · inbound
Reliability Scaling Laws for Quantized Large Language Models Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models
Reference 148
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