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Paper Citation Record · LEDGER

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.05732.

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

pith.paper-citation-record.v1
2608.05732 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:27:20.711916Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

30 of 30 outbound references displayed

  • verified exact4
  • verified fuzzy8
  • unresolved17
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b535e402-ff1a-4dda-89a1-40f69c733872 · outbound

This paper cites TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog

Reference 1

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verified exact
local_arxiv, observed 2026-08-08T00:27:21.355820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.581901Z digest=sha256:656af086ec44eefa8d9326cfde46e274d4939700ed4deeac0935e3d390a3ed86

Observation 9b536974-91e1-4c3d-af0f-ceaaaf4e967a · outbound

This paper cites From filters to vlms: Benchmarking defogging methods through object detection and segmentation performance.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits From filters to vlms: Benchmarking defogging methods through object detection and segmentation performance

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.592039Z digest=sha256:95b26284c2c14e22f782234473c830908650383e73db529fef24fefef6d39302

Observation 3eb44e83-a47b-4f08-8c85-16a4fbf1aca4 · outbound

This paper cites Daniel Borkan, Lucas Dixon, Jeffrey Sorensen, Nithum Thain, and Lucy Vasserman.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Daniel Borkan, Lucas Dixon, Jeffrey Sorensen, Nithum Thain, and Lucy Vasserman

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.465221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.601117Z digest=sha256:1d4ac10758991be58c6242277ce36d63fe67366e5be9c218c1206a5a1b847e3b

Observation 61727589-ef11-4ecc-8a84-e072c9bee875 · outbound

This paper cites 11 Preprint.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits 11 Preprint

Reference 9

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raw_fallback, observed 2026-08-08T00:27:21.450113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.618269Z digest=sha256:64431371ce29d5e580b08773dcf6a62fe00837b122a43ba3f0f6af6362c7fd31

Observation 3514fb1f-aea8-4d23-b3e5-feeb37ee9dc9 · outbound

This paper cites Yeganeh Gharedaghi, Gene Cheung, and Xianming Liu.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Yeganeh Gharedaghi, Gene Cheung, and Xianming Liu

Reference 11

Resolution
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raw_fallback, observed 2026-08-08T00:27:21.417562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.626343Z digest=sha256:a1cf2684f65ff26f98169d945a6e463a91c80f545ba2e9dfb69073579ce78b78

Observation b156fe9e-27fe-4ff7-9755-bda232fe6b1a · outbound

This paper cites Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:21.210380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.636449Z digest=sha256:58c1431601cbd4323f70847061e5549bba093010360bc9147424aebcceb8c378

Observation d1e33a87-9cd3-45f0-917e-d94a2e3cd43a · outbound

This paper cites Editing Models with Task Arithmetic.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Editing Models with Task Arithmetic

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.645450Z digest=sha256:ebb50ade653f1fdee238d240636529adc141bb994cb82212faad1accaef38fdb

Observation 40ecd621-f89c-4ab6-a348-dc792ccb1ce0 · outbound

This paper cites Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.654112Z digest=sha256:3d4c17f1d3716bd706c0372b5b2351dc78711b1a1e417f0aceb2da2af232ac79

Observation 4d9058c6-53b9-41a7-8321-9576e7987c40 · outbound

This paper cites https://distill.pub/2020/circuits/zoom-in.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits https://distill.pub/2020/circuits/zoom-in

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.658586Z digest=sha256:3f95c413962193d8e8952613f332ee025eea25943fe9f87f0b603390282769a5

Observation e5047e1f-d6a4-47ad-9ba8-5bcc259907ba · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Steering Llama 2 via Contrastive Activation Addition

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.662913Z digest=sha256:a9f9577c27898a09310bbfd798429fc10a5995a6d21b4a28cd316f1c7c33ad6c

Observation d7488b4b-9cbc-4b8c-bced-6c1ed3c649d7 · outbound

This paper cites The Linear Representation Hypothesis and the Geometry of Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits The Linear Representation Hypothesis and the Geometry of Large Language Models

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.667547Z digest=sha256:0dbb62b2fa12315ae6f0200085d0b5c8fac767054aade19fe2c9573c8a1ce0a8

Observation f946e167-5852-44ea-8110-dd1b141889ba · outbound

This paper cites Carer: Contextualized affect representations for emotion recognition.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Carer: Contextualized affect representations for emotion recognition

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.371306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.671882Z digest=sha256:12bbc82379540ccf303771fc2b51325b440a25e316a6e0f9cfe1f5d20b079c78

Observation a08c1515-64f2-4d38-a8ca-aa432a8e5ab1 · outbound

This paper cites Analyzing the Generalization and Reliability of Steering Vectors.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Analyzing the Generalization and Reliability of Steering Vectors

Reference 23

Resolution
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no resolver link, observed 2026-08-08T00:27:20.680426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.680426Z digest=sha256:e2404e703b8a84de997e9688f5902e5465baa8157ad593ac572768b2aa7ca367

Observation 25926855-2719-438c-8d7d-0422bee59c3b · outbound

This paper cites Steering Language Models With Activation Engineering.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Steering Language Models With Activation Engineering

Reference 24

Resolution
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no resolver link, observed 2026-08-08T00:27:20.684924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.684924Z digest=sha256:71be33e6730cccb3f9c256a873798870ef7af7fe51259e5c9441356ca6024637

Observation 78d5a3ba-777e-4afa-8514-fadaa22d5a54 · outbound

This paper cites Improving llm reasoning through interpretable role-playing steering.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Improving llm reasoning through interpretable role-playing steering

Reference 25

Resolution
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no resolver link, observed 2026-08-08T00:27:20.689324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.689324Z digest=sha256:dbacb95588c0605f8121482bd53452c37e157b3ec78bf8fd62fc951e5dcd2d5b

Observation 3475df19-ffae-4b17-bd90-c996c685666c · outbound

This paper cites Exploring Representations and Interventions in Time Series Foundation Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Exploring Representations and Interventions in Time Series Foundation Models

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:20.935797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.693310Z digest=sha256:23ea7a4ed96805fec7ab0a24f04afa6b0b76b8555cf9a9f99d7b78b95511e1e4

Observation a213ecd2-a884-42bd-b5d3-28fc826bb813 · outbound

This paper cites Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:20.915648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.697763Z digest=sha256:d8ff6682ad25e8392a36af859108d79d4802c0cb276f9106bff3784e6140c79b

Observation 52a1fa14-295f-46b4-87ae-5d6cc4258b0b · outbound

This paper cites AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders

Reference 28

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no resolver link, observed 2026-08-08T00:27:20.702277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.702277Z digest=sha256:057dcfa1efcd159ba49e9727199ab8eb2cfb2a953f7d369effecf5c47aeb55a1

Observation 5a8ab306-7b2c-48a2-a590-6335fef8d3f3 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Representation Engineering: A Top-Down Approach to AI Transparency

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.706892Z digest=sha256:1f6ee50ad0e877e5b825b11c4300de2c93a72ff658e57bf290f80f8009aa341d

Observation e9156fcb-3e1c-425b-9ba3-2c41759ef241 · outbound

This paper cites an unresolved cited work.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Unresolved cited work

Reference 30

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T00:27:20.866539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.711916Z digest=sha256:706abaa409848b09b9cfc6aa35cf21f83db2e087d7ad6dc8179d5d11eaef8d84

Observation 53a568da-df97-4dcb-9474-1d6673b14a2e · outbound

This paper cites Morfi: Mutimodal zero-shot reasoning for financial time-series inference.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Morfi: Mutimodal zero-shot reasoning for financial time-series inference

Reference 2016

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raw_fallback, observed 2026-08-08T00:27:21.386560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.649971Z digest=sha256:8a4e805cb93ff985a0be9256b744d07b79a6bed0487dfce26591de931de41277

Observation 1fd754f7-ee90-46f5-b71a-52cc017cb058 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Training Verifiers to Solve Math Word Problems

Reference 2017

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.605167Z digest=sha256:40a82672d70b6c86738d60e48ebbd26827a36982430ac564989f60d0123671b3

Observation dfe7eafc-00ba-47fa-b02d-1cee1d2a08ee · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Towards Understanding Sycophancy in Language Models

Reference 2018

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no resolver link, observed 2026-08-08T00:27:20.675970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.675970Z digest=sha256:587bcdd727d3da7c4fcc7b4a096714eea159edb61123853e1942009591eafbbb

Observation 3bb8db86-9435-402d-8a95-97b20dfe8a37 · outbound

This paper cites Zeqing He, Zhibo Wang, Huiyu Xu, Hejun Lin, Wenhui Zhang, and Zhixuan Chu.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Zeqing He, Zhibo Wang, Huiyu Xu, Hejun Lin, Wenhui Zhang, and Zhixuan Chu

Reference 2020

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no resolver link, observed 2026-08-08T00:27:20.641179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.641179Z digest=sha256:677606672c52204309cddb232fd38a27387ae43cd94da7921676072be5b6be40

Observation 087969bd-718c-45aa-8fe6-002246152429 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 2021

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no resolver link, observed 2026-08-08T00:27:20.609402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.609402Z digest=sha256:f038aa8d7f1c0c54c2b7e96f42df340345abdecf121c4ed33156d2c8920a35ca

Observation b7d48831-18fc-4573-9c0b-77f23315d8d0 · outbound

This paper cites Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, and Noah A.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, and Noah A

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.433709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.622078Z digest=sha256:7da96015baf361276f454a92695f698e5554cf5199144d5a4f82ee218bfea8cc

Observation fd527c71-7e81-4b05-bf13-a78b471b3451 · outbound

This paper cites Decentralized low-rank fine-tuning of large language models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Decentralized low-rank fine-tuning of large language models

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.402111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.631240Z digest=sha256:68d1532b681bfffd53d37ba186089becfbf071920f7e477c2db1eb93b6c3a4e3

Observation 671a0396-3c2c-4416-8da4-ef5e8bcd633b · outbound

This paper cites Dana Arad, Aaron Mueller, and Yonatan Belinkov.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Dana Arad, Aaron Mueller, and Yonatan Belinkov

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.480160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T00:27:20.587430Z digest=sha256:63646616fdf54d9f72c0e9e5e2082a1faa2f7baa209961708e57a49006173be5

Observation 9ff3d4b2-f965-42c1-93db-2b9f4151f862 · outbound

This paper cites Mechanistic Permutability: Match Features Across Layers.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Mechanistic Permutability: Match Features Across Layers

Reference 2025

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.596737Z digest=sha256:d36dae734fb3cb058ad00c6919e1f37516a19549a9d8acb14877d94c211efa75

Observation 9c090586-9d6d-40a9-8e5f-4c2cd5e1a7ac · outbound

This paper cites Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models

Reference 2026

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.613693Z digest=sha256:7c59d26dac3114c1e2db4ad1e0b5c1569942a7ed046948c1fcddab3103aebed3

Pith citing papers

No inbound Pith citation observations are available.