Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 64 inbound Pith citation observations for arXiv:2412.06410.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:55:01.953347Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
4
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation d30465e6-3b9d-4f7b-bb16-4213df4a7c54 · inbound
Interpretability in Parameter Space: Minimizing Mechanistic Description Length with Attribution-based Parameter Decomposition BatchTopK Sparse Autoencoders
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08cb6a92-6a7f-4276-abac-39cc8c4ad0d5 · inbound
SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32562f45-8c26-4456-af7b-cfbeb6f2ac8f · inbound
Transcoders Beat Sparse Autoencoders for Interpretability BatchTopK Sparse Autoencoders
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4173e59-ba33-490e-b852-7c5a18de0ca5 · inbound
Low-Rank Adapting Models for Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d55c472-3b55-4205-a041-12f6c98efdfd · inbound
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models BatchTopK Sparse Autoencoders
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fe28006-0be0-4138-b8f7-57db0079805f · inbound
Sparse Autoencoders Do Not Find Canonical Units of Analysis BatchTopK Sparse Autoencoders
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a38c3d4-af46-42a5-87b0-f690c11b3c21 · inbound
Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs BatchTopK Sparse Autoencoders
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50f392a6-1331-4668-b790-836ee4e1ae44 · inbound
Sparsification and Reconstruction from the Perspective of Representation Geometry BatchTopK Sparse Autoencoders
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 853c427a-e857-45d2-8e00-188440d1c678 · inbound
Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy BatchTopK Sparse Autoencoders
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74ca310b-cf80-4390-9025-674d44e0d18d · inbound
Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval BatchTopK Sparse Autoencoders
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b827ef89-da76-40a5-b339-6dedee4ee913 · inbound
Incorporating Hierarchical Semantics in Sparse Autoencoder Architectures BatchTopK Sparse Autoencoders
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e744d89e-f625-48bd-9a2d-944b37cf8872 · inbound
BlueGlass: A Framework for Composite AI Safety BatchTopK Sparse Autoencoders
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97c91098-ec70-4e7f-9958-de81d8bb0022 · inbound
Insights into a radiology-specialised multimodal large language model with sparse autoencoders BatchTopK Sparse Autoencoders
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 503c8aa7-78ce-41e5-a7a7-b42dcd033de9 · inbound
Teach Old SAEs New Domain Tricks with Boosting BatchTopK Sparse Autoencoders
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0c8dfd4-f44e-49bd-9257-744ca2bd4923 · inbound
Sparse but Wrong: Incorrect L0 Leads to Incorrect Features in Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fd7669a-31c4-4d06-b2ad-a407d597e2cd · inbound
Crosscoding Through Time: Tracking Emergence & Consolidation Of Linguistic Representations Throughout LLM Pretraining BatchTopK Sparse Autoencoders
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e8afb824-8d57-4fb8-9b47-d428155bf803 · inbound
Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework BatchTopK Sparse Autoencoders
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9cc2795f-dcf3-4d19-9243-b9d719f6a998 · inbound
Bridging Mechanistic Interpretability and Prompt Engineering with Gradient Ascent for Interpretable Persona Control BatchTopK Sparse Autoencoders
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fc42ea8-6cec-423a-af82-df4145ac284c · inbound
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models BatchTopK Sparse Autoencoders
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 28967be0-12bc-4b50-a7ef-625d63f809c7 · inbound
AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders BatchTopK Sparse Autoencoders
Reference 2018
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1d248ed-971d-4a35-8ff4-16522c588cc8 · inbound
Less is Enough: Synthesizing Diverse Data in LLM Feature Space with Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 82
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 603b3671-5f93-436d-bdbe-f3fd6fcf8561 · inbound
TADA! Tuning Audio Diffusion Models through Activation Steering BatchTopK Sparse Autoencoders
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 537afb45-7926-4f65-b41a-afa0b6f65c50 · inbound
Stable and Steerable Sparse Autoencoders with Weight Regularization BatchTopK Sparse Autoencoders
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b0861a5-8004-419a-84ed-ea0b201911b9 · inbound
Interpreting Video Representations with Spatio-Temporal Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa117e4c-b2ec-4bcf-9863-110c761bc669 · inbound
Beyond Semantics: Disentangling Information Scope in Sparse Autoencoders for CLIP BatchTopK Sparse Autoencoders
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a3797390-7d0e-48dc-a93e-08c9494bda72 · inbound
Improving Robustness In Sparse Autoencoders via Masked Regularization BatchTopK Sparse Autoencoders
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 097fc284-d94b-4e59-ab3f-4aaa43b5715c · inbound
Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs BatchTopK Sparse Autoencoders
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7d2ffaac-439a-40af-beec-d4d9928df09e · inbound
Feature Starvation as Geometric Instability in Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 59fa630e-e600-4236-86aa-8d2d0535f3b5 · inbound
SoftSAE: Dynamic Top-K Selection for Adaptive Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 877631c1-2697-485d-8d12-5af096b2bf4f · inbound
SoftSAE: Dynamic Top-K Selection for Adaptive Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation de11537c-5000-4843-9205-21a301603f89 · inbound
Tree SAE: Learning Hierarchical Feature Structures in Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c530d36d-50e6-44ac-8a8b-a7cb94fbba25 · inbound
Tree SAE: Learning Hierarchical Feature Structures in Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ed783a5b-56aa-48bd-b323-50a08a84152d · inbound
Disentangled Sparse Representations for Concept-Separated Diffusion Unlearning BatchTopK Sparse Autoencoders
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f3c49290-2795-4ffc-9e9d-a5f9453e986b · inbound
Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space BatchTopK Sparse Autoencoders
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d4d1b850-475d-4509-86af-0afd84a77323 · inbound
WriteSAE: Sparse Autoencoders for Recurrent State BatchTopK Sparse Autoencoders
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 108a6900-bb62-44d4-b840-11496ecff9fd · inbound
Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces BatchTopK Sparse Autoencoders
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 23a43007-35a2-4df1-9e38-8e4c054799f8 · inbound
The Rate-Distortion-Polysemanticity Tradeoff in SAEs BatchTopK Sparse Autoencoders
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0ba08d8c-35a6-43b4-a04b-4da18e2f3f83 · inbound
Are Sparse Autoencoder Benchmarks Reliable? BatchTopK Sparse Autoencoders
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6e93ea94-3dfd-4b80-b8c7-06e43ad3527a · inbound
Conceptualizing Embeddings: Sparse Disentanglement for Vision-Language Models BatchTopK Sparse Autoencoders
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 61f6bdb6-149c-4e0a-9f83-222c5d7d2844 · inbound
Sign-Aware Gated Sparse Autoencoders: Modeling Anticorrelated Features with Bi-Jump-ReLU Activations BatchTopK Sparse Autoencoders
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ef22c454-23fc-4cc3-ba90-f37c5c0ad00d · inbound
Sign-Aware Gated Sparse Autoencoders: Modeling Anticorrelated Features with Bi-Jump-ReLU Activations BatchTopK Sparse Autoencoders
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6449e448-95e8-499b-8287-c4fe0d9d90c7 · inbound
Subspace-Aware Sparse Autoencoders for Effective Mechanistic Interpretability BatchTopK Sparse Autoencoders
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0ed3798e-d46f-4b5e-9e96-fc47fe6d009a · inbound
Shared Latent Structures Enable Unified Backdoor Detection and Mitigation in LLMs BatchTopK Sparse Autoencoders
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c901cc09-7be8-4da6-b28d-559f6e3a1565 · inbound
Interactions Between Crosscoder Features: A Compact Proofs Perspective BatchTopK Sparse Autoencoders
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 222566cb-6b5a-4cd2-b84d-73c0dc35c862 · inbound
VFUSE: Virulent Feature Understanding with Sparse autoEncoders BatchTopK Sparse Autoencoders
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation df4ce66e-ab01-4048-8b9a-a7c9b2b922ea · inbound
ICA Lens: Interpreting Language Models Without Training Another Dictionary BatchTopK Sparse Autoencoders
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 01d14aaa-1391-40d7-bd82-11da55db7ebf · inbound
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0468e501-4c22-4174-8d38-d6d427b94900 · inbound
Size Doesn't Matter: Cosine-Scored Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 739db077-04f0-4f77-b2aa-a4ec6142f7de · inbound
Steering Vision-Language Models with Joint Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cf3d30fe-c7c9-4c71-a1cd-49e98b5d21bd · inbound
Beyond the Hard Budget: Sparsity Regularizers for More Interpretable Top-k Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b09827db-6e2b-467b-9e60-f751b4981ac0 · inbound
Beyond the Hard Budget: Sparsity Regularizers for More Interpretable Top-k Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c7c01ee-02fc-4d9c-9d0a-6c05bca2772e · inbound
PairSAE: Mechanistic Interpretability from Pair Representations in Protein Co-Folding BatchTopK Sparse Autoencoders
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0cde1526-4207-402d-89d0-455ba25784b0 · inbound
Turn-Averaged SAEs for Feature Discovery and Long-Context Attribution BatchTopK Sparse Autoencoders
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c88c33bf-2ec4-4373-ac07-2f836ac05e81 · inbound
Aligning Sentence Embeddings to Human Concepts via Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dfae3e4d-9e89-46db-8e1d-9ad165096570 · inbound
Expander Sparse Autoencoders: Parameter-Efficient Dictionaries for Mechanistic Interpretability BatchTopK Sparse Autoencoders
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e8fddea9-8b35-4737-a383-eada0b901c16 · inbound
Mechanistic Interpretability for Neural Networks: Circuits, Sparse Features and Symbolic Reasoning BatchTopK Sparse Autoencoders
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7a9befc9-8f4f-40a6-bb2b-b6340ac3188a · inbound
Decoder-Preserving Sparse Autoencoders: Which Readouts Survive Sparse Compression? BatchTopK Sparse Autoencoders
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7853accc-125a-42e7-93b1-aee7d6f57a53 · inbound
Reference Feature Atlases for Mechanistic Auditing of Language Models BatchTopK Sparse Autoencoders
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fa6ef38-b4d4-4936-937a-80e179737dcc · inbound
What do Reward Models Memorize? BatchTopK Sparse Autoencoders
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 012d2172-bdb6-4587-8fed-ec8e3799926b · inbound
SADe: Sparse-Atom Support Decontamination for Few-Shot Segmentation with Weak Support Annotations BatchTopK Sparse Autoencoders
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51a16269-d6af-4b2c-9132-f79570b8270a · inbound
CADENCE: A Cardiac Atom Dictionary for Interpretable Neural Concept Extraction from ECG Foundation Models BatchTopK Sparse Autoencoders
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eba49413-a09c-4e1e-8e5d-666a80fa22d8 · inbound
ECG-InterpBench: Benchmarking the Interpretability of ECG Foundation Models with Matched-Scale Sparse Autoencoders BatchTopK Sparse Autoencoders
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad5ff4d9-0c41-4812-97b7-475eb3a0a008 · inbound
ChronoLens: Measuring Language Change Across Time, Languages, and Linguistic Levels BatchTopK Sparse Autoencoders
Reference 108
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5549e875-12c1-45ef-adf9-733c6506def8 · inbound
LaPrune: Controllable Differentiable Sparsity at Million Scale BatchTopK Sparse Autoencoders
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.