Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 62 inbound Pith citation observations for arXiv:2310.02238.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:53:46.902359Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
13
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation f0e0d19d-04b7-4eb4-afdc-1bc3182c33d1 · inbound
Detecting Pretraining Data from Large Language Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 598f60e9-ed85-4b6f-947f-cb1993a91998 · inbound
TOFU: A Task of Fictitious Unlearning for LLMs Who's Harry Potter? Approximate Unlearning in LLMs
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7e5c0730-e726-4802-ba6d-12b0f4098f21 · inbound
Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 374ab85c-f1c6-475c-8dac-27ae063128ce · inbound
AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions Who's Harry Potter? Approximate Unlearning in LLMs
Reference 197
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2608956e-4e6b-4836-a99b-31cd34af3b56 · inbound
Improving LLM Unlearning Robustness via Random Perturbations Who's Harry Potter? Approximate Unlearning in LLMs
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a625eacf-d782-4124-95f3-457d74ccc836 · inbound
SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation Who's Harry Potter? Approximate Unlearning in LLMs
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa0ba5a9-6e66-4982-a548-b54f0c95ec7c · inbound
The Space Complexity of Learning-Unlearning Algorithms Who's Harry Potter? Approximate Unlearning in LLMs
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 295d9b49-6d0f-464a-a8b9-7a2a4f3e1cf2 · inbound
Revisiting the Past: Data Unlearning with Model State History Who's Harry Potter? Approximate Unlearning in LLMs
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6a9082b9-f821-46e3-8247-42da4155c540 · inbound
Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs Who's Harry Potter? Approximate Unlearning in LLMs
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12ccf385-c969-4337-b35c-c33e0a977a26 · inbound
What Should LLMs Forget? Quantifying Personal Data in LLMs for Right-to-Be-Forgotten Requests Who's Harry Potter? Approximate Unlearning in LLMs
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbd3030e-c2fd-4d2e-8fd3-060ff1a1f8e4 · inbound
The Safety Gap Toolkit: Evaluating Hidden Dangers of Open-Source Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 924c70f7-15f7-4cb5-b7c1-90ba9296654a · inbound
iShumei-Chinchunmei at SemEval-2025 Task 4: A balanced forgetting and retention multi-task framework using effective unlearning loss Who's Harry Potter? Approximate Unlearning in LLMs
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b30c81e-2f10-4bc0-9448-4182fdb85951 · inbound
A Survey on Generative Model Unlearning: Fundamentals, Taxonomy, Evaluation, and Future Direction Who's Harry Potter? Approximate Unlearning in LLMs
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be23f11c-aa99-4441-881a-a78550e90ab1 · inbound
Towards Integrated Alignment Who's Harry Potter? Approximate Unlearning in LLMs
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7056a38-ea2d-44f9-9b56-dec1254c3b40 · inbound
Module-Aware Parameter-Efficient Machine Unlearning on Transformers Who's Harry Potter? Approximate Unlearning in LLMs
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fb34b7f-5f79-4056-945a-5dabe56ed02f · inbound
LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Who's Harry Potter? Approximate Unlearning in LLMs
Reference 84
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b93afa22-19dd-4a85-83fb-87542c2f3314 · inbound
OFMU: Optimization-Driven Framework for Machine Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bede1493-016e-437d-a4da-f852d5d58d62 · inbound
The Realignment Problem: When Right becomes Wrong in LLMs Who's Harry Potter? Approximate Unlearning in LLMs
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bb69cc0c-8a5b-4536-9faa-636ec616d737 · inbound
RippleBench: Capturing Ripple Effects Using Existing Knowledge Repositories Who's Harry Potter? Approximate Unlearning in LLMs
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db175ba0-48ff-4dd8-924c-8b5e71f7d290 · inbound
A Mechanistic Perspective and Circuit-Guided Difficulty Metric for Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd55a782-bc3a-4c2b-8c64-b16af2412c3a · inbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance Who's Harry Potter? Approximate Unlearning in LLMs
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2033d400-ff81-4582-b8ab-16cdc8fee09a · inbound
CiPO: Counterfactual Unlearning for Large Reasoning Models through Iterative Preference Optimization Who's Harry Potter? Approximate Unlearning in LLMs
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6bcac1bf-07e5-4958-b0c9-d2200f46efff · inbound
Position: No Retroactive Cure for Infringement during Training Who's Harry Potter? Approximate Unlearning in LLMs
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4d970d56-ddc3-4190-94b9-48dc3d79bba6 · inbound
Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression Who's Harry Potter? Approximate Unlearning in LLMs
Reference 106
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9cb5a84a-7a90-4752-bafe-e1af968aa37d · inbound
Separable Expert Architecture: Toward Privacy-Preserving LLM Personalization via Composable Adapters and Deletable User Proxies Who's Harry Potter? Approximate Unlearning in LLMs
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 90a83093-550e-4c82-8652-47cb32f3a399 · inbound
Unlearning What Matters: Token-Level Attribution for Precise Language Model Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 43fe5645-feb8-46cb-a91b-707ed4be28e8 · inbound
Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set Who's Harry Potter? Approximate Unlearning in LLMs
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b5f63159-d29d-499f-a391-912ca1e277f5 · inbound
Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set Who's Harry Potter? Approximate Unlearning in LLMs
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 39144b72-90b9-4315-9eeb-bb93cdc95222 · inbound
Probe-Geometry Alignment: Erasing the Cross-Sequence Memorization Signature Below Chance Who's Harry Potter? Approximate Unlearning in LLMs
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 888d02ba-f112-467b-8900-c563c7067f2e · inbound
DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9d9b4a98-2b6e-4fbf-9bfc-d5c15474c31f · inbound
DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e8461eee-7e29-484c-b0db-02dfa0521aef · inbound
Defenses at Odds: Measuring and Explaining Defense Conflicts in Large Language Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6e7d7b20-99f7-43d6-ad52-f23072e62aa4 · inbound
ZeroUnlearn: Few-Shot Knowledge Unlearning in Large Language Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 02d186bb-c04e-4963-9256-f552bf212358 · inbound
ZeroUnlearn: Few-Shot Knowledge Unlearning in Large Language Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0c415803-7923-4b94-a548-98f961453dc2 · inbound
ZeroUnlearn: Few-Shot Knowledge Unlearning in Large Language Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cf74c0b3-61c9-47c8-ac99-222eb2845735 · inbound
Auditing Reasoning-Trace Memorization Claims after Unlearning with Head-Conditioned Canaries Who's Harry Potter? Approximate Unlearning in LLMs
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6b055248-340c-4fcb-9fc3-fd29f6cbdcdc · inbound
Calibration vs Decision Making: Revisiting the Reliability Paradox in Unlearned Language Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fd8d0a93-e4fd-4004-9a5c-f6daa31e6a89 · inbound
Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications Who's Harry Potter? Approximate Unlearning in LLMs
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d7da06b5-ec16-4f05-9bf6-28e667a5f05c · inbound
Visual-Noise Guided In-Context Distillation for Multimodal Large Language Model Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2716d7a5-d921-4dec-a671-02c0b7b1904e · inbound
How Hard Can It Be? Hardness-Aware Multi-Objective Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 62d44177-86dc-459f-b1fe-353bff5cadfe · inbound
AI as a Tool for Simulation-Based Experiments in Literary Studies Who's Harry Potter? Approximate Unlearning in LLMs
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 36c6f97f-abf5-4eb5-ad1f-a926ca68412f · inbound
Initialization is Half the Battle: Generating Diverse Images from a Guidance Potential Posterior Who's Harry Potter? Approximate Unlearning in LLMs
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5b6875ad-dbeb-432f-af2a-5c5681155ea2 · inbound
Fast Unlearning at Scale via Margin Self-Correction Who's Harry Potter? Approximate Unlearning in LLMs
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6df2b21d-8a76-48c6-9bf7-7013792bf942 · inbound
Exact Unlearning in Reinforcement Learning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4e382f14-a269-4568-8673-fc03572323e6 · inbound
REMEDI: A Benchmark for Retention and Unlearning Evaluation in Multi-label Clinical Disease Inference Who's Harry Potter? Approximate Unlearning in LLMs
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4cb852a-c8ba-4ce6-9b9f-894ba93721a9 · inbound
TRACER: Token ReAssignment for Concept ERasure in Generative Recommendation Who's Harry Potter? Approximate Unlearning in LLMs
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2c5520c9-7139-4962-9efe-799dbaba3d89 · inbound
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7496b0aa-fd80-438e-9114-bb740ce6c235 · inbound
TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3d3870ac-3a10-4d94-89e8-9c91a124e125 · inbound
Revocable Learned State via Process Sidecars Who's Harry Potter? Approximate Unlearning in LLMs
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bcd8d6ae-8c0a-43a6-b326-947a2167cead · inbound
LACUNA: A Testbed for Evaluating Localization Precision for LLM Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 74a66932-9a27-4741-8e65-e78d5a78ad27 · inbound
Forget Narrowly, Retain Broadly: Unlearning as an Asymmetric Generalization Problem Who's Harry Potter? Approximate Unlearning in LLMs
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87d12ed4-e1af-48a9-8b12-6f024ce47435 · inbound
Targeted Recovery of Weight-Space Mechanisms From Neural Networks Who's Harry Potter? Approximate Unlearning in LLMs
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 066efc56-e8c6-4a4a-8614-7b0594c4c869 · inbound
Targeted Recovery of Weight-Space Mechanisms From Neural Networks Who's Harry Potter? Approximate Unlearning in LLMs
Reference 157
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56ff1ac6-2299-4509-a424-44471d4f1014 · inbound
Stochastic Meta-Unlearning: Bridging Language Backbone and Multimodal Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1f25f05-704a-4deb-bbdf-2d74ab36da30 · inbound
Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification Who's Harry Potter? Approximate Unlearning in LLMs
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ac17632-07dd-4771-b3b8-d4e9eff3a476 · inbound
Understanding Machine Unlearning Through the Lens of Mode Connectivity Who's Harry Potter? Approximate Unlearning in LLMs
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35e6c157-37b6-4ab3-8266-806b4bcc503b · inbound
Metis: Memory Foundation Model Who's Harry Potter? Approximate Unlearning in LLMs
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e283817d-3605-4fda-b707-af585bbf96ac · inbound
Metis: Memory Foundation Model Who's Harry Potter? Approximate Unlearning in LLMs
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b499c2a7-8cd3-48bd-9a37-29128534df76 · inbound
Crossing the Margin Cliff: Toward Relearn-Robust LLM Unlearning via Margin Calibration Who's Harry Potter? Approximate Unlearning in LLMs
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 402f4099-6f57-4e93-b08d-76d064c20f88 · inbound
Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Who's Harry Potter? Approximate Unlearning in LLMs
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78d48a70-6b9f-4d26-88e7-7aff1dddd13c · inbound
Exploring and Bridging Knowledge Holes in Unlearned Multimodal Large Language Models Who's Harry Potter? Approximate Unlearning in LLMs
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c39feb90-8c4f-45ab-8cd7-73fcf0912036 · inbound
Suppression Sticks, Locality Is Fragile: A Closed-Loop Target-and-Control Audit of Task-Vector Negation in VLA Policies Who's Harry Potter? Approximate Unlearning in LLMs
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.