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1% WP-AI-0001 — references whose identifier, title, authors and date were verified against the arXiv API on 2026-11-09.2% primaryClass is not verified field-by-field; venue information (NeurIPS/ICML/ICLR/JMLR) is NOT included unless verified separately.3% Do not add entries to this file without verification; unverified candidates go to references_unverified.md.45@misc{achara2026multi,6  title        = {{Multi-Way Representation Alignment}},7  author       = {Akshit Achara and Tatiana Gaintseva and Mateo Mahaut and Pritish Chakraborty and Viktor Stenby Johansson and Melih Barsbey and Emanuele Rodolà and Donato Crisostomi},8  year         = {2026},9  month        = {2},10  eprint       = {2602.06205},11  archivePrefix= {arXiv},12  primaryClass = {cs.LG},13  url          = {https://arxiv.org/abs/2602.06205},14  note         = {arXiv:2602.06205; metadata verified via arXiv API on 2026-11-09}15}1617@misc{agarwal2026cross,18  title        = {{Cross-Architecture Steering Transfer in Language Models: A Systematic Empirical Study}},19  author       = {Ayushi Agarwal},20  year         = {2026},21  month        = {5},22  eprint       = {2608.05164},23  archivePrefix= {arXiv},24  primaryClass = {cs.LG},25  url          = {https://arxiv.org/abs/2608.05164},26  note         = {arXiv:2608.05164; metadata verified via arXiv API on 2026-11-09}27}2829@misc{ainsworth2022git,30  title        = {{Git Re-Basin: Merging Models modulo Permutation Symmetries}},31  author       = {Samuel K. Ainsworth and Jonathan Hayase and Siddhartha Srinivasa},32  year         = {2022},33  month        = {9},34  eprint       = {2209.04836},35  archivePrefix= {arXiv},36  primaryClass = {cs.LG},37  url          = {https://arxiv.org/abs/2209.04836},38  note         = {arXiv:2209.04836; metadata verified via arXiv API on 2026-11-09}39}4041@misc{bansal2021revisiting,42  title        = {{Revisiting Model Stitching to Compare Neural Representations}},43  author       = {Yamini Bansal and Preetum Nakkiran and Boaz Barak},44  year         = {2021},45  month        = {6},46  eprint       = {2106.07682},47  archivePrefix= {arXiv},48  primaryClass = {cs.LG},49  url          = {https://arxiv.org/abs/2106.07682},50  note         = {arXiv:2106.07682; metadata verified via arXiv API on 2026-11-09}51}5253@misc{chen2025transferring,54  title        = {{Transferring Linear Features Across Language Models With Model Stitching}},55  author       = {Alan Chen and Jack Merullo and Alessandro Stolfo and Ellie Pavlick},56  year         = {2025},57  month        = {6},58  eprint       = {2506.06609},59  archivePrefix= {arXiv},60  primaryClass = {cs.LG},61  url          = {https://arxiv.org/abs/2506.06609},62  note         = {arXiv:2506.06609; metadata verified via arXiv API on 2026-11-09}63}6465@misc{conmy2023towards,66  title        = {{Towards Automated Circuit Discovery for Mechanistic Interpretability}},67  author       = {Arthur Conmy and Augustine N. Mavor-Parker and Aengus Lynch and Stefan Heimersheim and Adrià Garriga-Alonso},68  year         = {2023},69  month        = {4},70  eprint       = {2304.14997},71  archivePrefix= {arXiv},72  primaryClass = {cs.LG},73  url          = {https://arxiv.org/abs/2304.14997},74  note         = {arXiv:2304.14997; metadata verified via arXiv API on 2026-11-09}75}7677@misc{cristofano2026universal,78  title        = {{Universal Refusal Circuits Across LLMs: Cross-Model Transfer via Trajectory Replay and Concept-Basis Reconstruction}},79  author       = {Tony Cristofano},80  year         = {2026},81  month        = {1},82  eprint       = {2601.16034},83  archivePrefix= {arXiv},84  primaryClass = {cs.LG},85  url          = {https://arxiv.org/abs/2601.16034},86  note         = {arXiv:2601.16034; metadata verified via arXiv API on 2026-11-09}87}8889@misc{cunningham2023sparse,90  title        = {{Sparse Autoencoders Find Highly Interpretable Features in Language Models}},91  author       = {Hoagy Cunningham and Aidan Ewart and Logan Riggs and Robert Huben and Lee Sharkey},92  year         = {2023},93  month        = {9},94  eprint       = {2309.08600},95  archivePrefix= {arXiv},96  primaryClass = {cs.LG},97  url          = {https://arxiv.org/abs/2309.08600},98  note         = {arXiv:2309.08600; metadata verified via arXiv API on 2026-11-09}99}100101@misc{fan2026training,102  title        = {{Training-Free Knowledge Transfer Across Model Scales through Activation-Guided Pruning}},103  author       = {Jiahe Fan and Si Chen and Yinghao Hou and Aiyuan Zhang and Hong Xie},104  year         = {2026},105  month        = {7},106  eprint       = {2608.13596},107  archivePrefix= {arXiv},108  primaryClass = {cs.LG},109  url          = {https://arxiv.org/abs/2608.13596},110  note         = {arXiv:2608.13596; metadata verified via arXiv API on 2026-11-09}111}112113@misc{geiger2023causal,114  title        = {{Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability}},115  author       = {Atticus Geiger and Duligur Ibeling and Amir Zur and Maheep Chaudhary and Sonakshi Chauhan and Jing Huang and Aryaman Arora and Zhengxuan Wu and Noah Goodman and Christopher Potts and Thomas Icard},116  year         = {2023},117  month        = {1},118  eprint       = {2301.04709},119  archivePrefix= {arXiv},120  primaryClass = {cs.LG},121  url          = {https://arxiv.org/abs/2301.04709},122  note         = {arXiv:2301.04709; metadata verified via arXiv API on 2026-11-09}123}124125@misc{geiger2023finding,126  title        = {{Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations}},127  author       = {Atticus Geiger and Zhengxuan Wu and Christopher Potts and Thomas Icard and Noah D. Goodman},128  year         = {2023},129  month        = {3},130  eprint       = {2303.02536},131  archivePrefix= {arXiv},132  primaryClass = {cs.LG},133  url          = {https://arxiv.org/abs/2303.02536},134  note         = {arXiv:2303.02536; metadata verified via arXiv API on 2026-11-09}135}136137@misc{gu2025beyond,138  title        = {{Beyond Neural Incompatibility: Cross-Scale Knowledge Transfer in Language Models through Latent Semantic Alignment}},139  author       = {Jian Gu and Aldeida Aleti and Chunyang Chen and Hongyu Zhang},140  year         = {2025},141  month        = {10},142  eprint       = {2510.24208},143  archivePrefix= {arXiv},144  primaryClass = {cs.LG},145  url          = {https://arxiv.org/abs/2510.24208},146  note         = {arXiv:2510.24208; metadata verified via arXiv API on 2026-11-09}147}148149@misc{gurnee2023finding,150  title        = {{Finding Neurons in a Haystack: Case Studies with Sparse Probing}},151  author       = {Wes Gurnee and Neel Nanda and Matthew Pauly and Katherine Harvey and Dmitrii Troitskii and Dimitris Bertsimas},152  year         = {2023},153  month        = {5},154  eprint       = {2305.01610},155  archivePrefix= {arXiv},156  primaryClass = {cs.LG},157  url          = {https://arxiv.org/abs/2305.01610},158  note         = {arXiv:2305.01610; metadata verified via arXiv API on 2026-11-09}159}160161@misc{hendel2023context,162  title        = {{In-Context Learning Creates Task Vectors}},163  author       = {Roee Hendel and Mor Geva and Amir Globerson},164  year         = {2023},165  month        = {10},166  eprint       = {2310.15916},167  archivePrefix= {arXiv},168  primaryClass = {cs.LG},169  url          = {https://arxiv.org/abs/2310.15916},170  note         = {arXiv:2310.15916; metadata verified via arXiv API on 2026-11-09}171}172173@misc{hernandez2023linearity,174  title        = {{Linearity of Relation Decoding in Transformer Language Models}},175  author       = {Evan Hernandez and Arnab Sen Sharma and Tal Haklay and Kevin Meng and Martin Wattenberg and Jacob Andreas and Yonatan Belinkov and David Bau},176  year         = {2023},177  month        = {8},178  eprint       = {2308.09124},179  archivePrefix= {arXiv},180  primaryClass = {cs.LG},181  url          = {https://arxiv.org/abs/2308.09124},182  note         = {arXiv:2308.09124; metadata verified via arXiv API on 2026-11-09}183}184185@misc{huh2024platonic,186  title        = {{The Platonic Representation Hypothesis}},187  author       = {Minyoung Huh and Brian Cheung and Tongzhou Wang and Phillip Isola},188  year         = {2024},189  month        = {5},190  eprint       = {2405.07987},191  archivePrefix= {arXiv},192  primaryClass = {cs.LG},193  url          = {https://arxiv.org/abs/2405.07987},194  note         = {arXiv:2405.07987; metadata verified via arXiv API on 2026-11-09}195}196197@misc{ilharco2022editing,198  title        = {{Editing Models with Task Arithmetic}},199  author       = {Gabriel Ilharco and Marco Tulio Ribeiro and Mitchell Wortsman and Suchin Gururangan and Ludwig Schmidt and Hannaneh Hajishirzi and Ali Farhadi},200  year         = {2022},201  month        = {12},202  eprint       = {2212.04089},203  archivePrefix= {arXiv},204  primaryClass = {cs.LG},205  url          = {https://arxiv.org/abs/2212.04089},206  note         = {arXiv:2212.04089; metadata verified via arXiv API on 2026-11-09}207}208209@misc{kim2026one,210  title        = {{One Adapter Pair per Model: A Universal Activation Interface for Language Models}},211  author       = {Su-Hyeon Kim and Jiwan Mun and Yo-Sub Han},212  year         = {2026},213  month        = {8},214  eprint       = {2608.09521},215  archivePrefix= {arXiv},216  primaryClass = {cs.LG},217  url          = {https://arxiv.org/abs/2608.09521},218  note         = {arXiv:2608.09521; metadata verified via arXiv API on 2026-11-09}219}220221@misc{kornblith2019similarity,222  title        = {{Similarity of Neural Network Representations Revisited}},223  author       = {Simon Kornblith and Mohammad Norouzi and Honglak Lee and Geoffrey Hinton},224  year         = {2019},225  month        = {5},226  eprint       = {1905.00414},227  archivePrefix= {arXiv},228  primaryClass = {cs.LG},229  url          = {https://arxiv.org/abs/1905.00414},230  note         = {arXiv:1905.00414; metadata verified via arXiv API on 2026-11-09}231}232233@misc{lan2024quantifying,234  title        = {{Quantifying Feature Space Universality Across Large Language Models via Sparse Autoencoders}},235  author       = {Michael Lan and Philip Torr and Austin Meek and Ashkan Khakzar and David Krueger and Fazl Barez},236  year         = {2024},237  month        = {10},238  eprint       = {2410.06981},239  archivePrefix= {arXiv},240  primaryClass = {cs.LG},241  url          = {https://arxiv.org/abs/2410.06981},242  note         = {arXiv:2410.06981; metadata verified via arXiv API on 2026-11-09}243}244245@misc{lee2025shared,246  title        = {{Shared Global and Local Geometry of Language Model Embeddings}},247  author       = {Andrew Lee and Melanie Weber and Fernanda Viégas and Martin Wattenberg},248  year         = {2025},249  month        = {3},250  eprint       = {2503.21073},251  archivePrefix= {arXiv},252  primaryClass = {cs.LG},253  url          = {https://arxiv.org/abs/2503.21073},254  note         = {arXiv:2503.21073; metadata verified via arXiv API on 2026-11-09}255}256257@misc{li2023inference,258  title        = {{Inference-Time Intervention: Eliciting Truthful Answers from a Language Model}},259  author       = {Kenneth Li and Oam Patel and Fernanda Viégas and Hanspeter Pfister and Martin Wattenberg},260  year         = {2023},261  month        = {6},262  eprint       = {2306.03341},263  archivePrefix= {arXiv},264  primaryClass = {cs.LG},265  url          = {https://arxiv.org/abs/2306.03341},266  note         = {arXiv:2306.03341; metadata verified via arXiv API on 2026-11-09}267}268269@misc{lo2024large,270  title        = {{Large Language Models Relearn Removed Concepts}},271  author       = {Michelle Lo and Shay B. Cohen and Fazl Barez},272  year         = {2024},273  month        = {1},274  eprint       = {2401.01814},275  archivePrefix= {arXiv},276  primaryClass = {cs.LG},277  url          = {https://arxiv.org/abs/2401.01814},278  note         = {arXiv:2401.01814; metadata verified via arXiv API on 2026-11-09}279}280281@misc{meng2022locating,282  title        = {{Locating and Editing Factual Associations in GPT}},283  author       = {Kevin Meng and David Bau and Alex Andonian and Yonatan Belinkov},284  year         = {2022},285  month        = {2},286  eprint       = {2202.05262},287  archivePrefix= {arXiv},288  primaryClass = {cs.LG},289  url          = {https://arxiv.org/abs/2202.05262},290  note         = {arXiv:2202.05262; metadata verified via arXiv API on 2026-11-09}291}292293@misc{minixhofer2024zero,294  title        = {{Zero-Shot Tokenizer Transfer}},295  author       = {Benjamin Minixhofer and Edoardo Maria Ponti and Ivan Vulić},296  year         = {2024},297  month        = {5},298  eprint       = {2405.07883},299  archivePrefix= {arXiv},300  primaryClass = {cs.LG},301  url          = {https://arxiv.org/abs/2405.07883},302  note         = {arXiv:2405.07883; metadata verified via arXiv API on 2026-11-09}303}304305@misc{nasirisarvi2025sparc,306  title        = {{SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability}},307  author       = {Ali Nasiri-Sarvi and Hassan Rivaz and Mahdi S. Hosseini},308  year         = {2025},309  month        = {7},310  eprint       = {2507.06265},311  archivePrefix= {arXiv},312  primaryClass = {cs.LG},313  url          = {https://arxiv.org/abs/2507.06265},314  note         = {arXiv:2507.06265; metadata verified via arXiv API on 2026-11-09}315}316317@misc{ognev2026sharedsae,318  title        = {{SharedSAE: One Feature Dictionary Across Language Models}},319  author       = {Daniil Ognev and Célian Vasson and Lijie Hu and Kentaro Inui and Benjamin Heinzerling},320  year         = {2026},321  month        = {9},322  eprint       = {2609.04344},323  archivePrefix= {arXiv},324  primaryClass = {cs.LG},325  url          = {https://arxiv.org/abs/2609.04344},326  note         = {arXiv:2609.04344; metadata verified via arXiv API on 2026-11-09}327}328329@misc{panigrahi2023task,330  title        = {{Task-Specific Skill Localization in Fine-tuned Language Models}},331  author       = {Abhishek Panigrahi and Nikunj Saunshi and Haoyu Zhao and Sanjeev Arora},332  year         = {2023},333  month        = {2},334  eprint       = {2302.06600},335  archivePrefix= {arXiv},336  primaryClass = {cs.LG},337  url          = {https://arxiv.org/abs/2302.06600},338  note         = {arXiv:2302.06600; metadata verified via arXiv API on 2026-11-09}339}340341@misc{raghu2017svcca,342  title        = {{SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability}},343  author       = {Maithra Raghu and Justin Gilmer and Jason Yosinski and Jascha Sohl-Dickstein},344  year         = {2017},345  month        = {6},346  eprint       = {1706.05806},347  archivePrefix= {arXiv},348  primaryClass = {cs.LG},349  url          = {https://arxiv.org/abs/1706.05806},350  note         = {arXiv:1706.05806; metadata verified via arXiv API on 2026-11-09}351}352353@misc{sinii2025small,354  title        = {{Small Vectors, Big Effects: A Mechanistic Study of RL-Induced Reasoning via Steering Vectors}},355  author       = {Viacheslav Sinii and Nikita Balagansky and Gleb Gerasimov and Daniil Laptev and Yaroslav Aksenov and Vadim Kurochkin and Alexey Gorbatovski and Boris Shaposhnikov and Daniil Gavrilov},356  year         = {2025},357  month        = {9},358  eprint       = {2509.06608},359  archivePrefix= {arXiv},360  primaryClass = {cs.LG},361  url          = {https://arxiv.org/abs/2509.06608},362  note         = {arXiv:2509.06608; metadata verified via arXiv API on 2026-11-09}363}364365@misc{sun2024massive,366  title        = {{Massive Activations in Large Language Models}},367  author       = {Mingjie Sun and Xinlei Chen and J. Zico Kolter and Zhuang Liu},368  year         = {2024},369  month        = {2},370  eprint       = {2402.17762},371  archivePrefix= {arXiv},372  primaryClass = {cs.LG},373  url          = {https://arxiv.org/abs/2402.17762},374  note         = {arXiv:2402.17762; metadata verified via arXiv API on 2026-11-09}375}376377@misc{thasarathan2025universal,378  title        = {{Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment}},379  author       = {Harrish Thasarathan and Julian Forsyth and Thomas Fel and Matthew Kowal and Konstantinos G. Derpanis},380  year         = {2025},381  month        = {2},382  eprint       = {2502.03714},383  archivePrefix= {arXiv},384  primaryClass = {cs.LG},385  url          = {https://arxiv.org/abs/2502.03714},386  note         = {arXiv:2502.03714; metadata verified via arXiv API on 2026-11-09}387}388389@misc{todd2023function,390  title        = {{Function Vectors in Large Language Models}},391  author       = {Eric Todd and Millicent L. Li and Arnab Sen Sharma and Aaron Mueller and Byron C. Wallace and David Bau},392  year         = {2023},393  month        = {10},394  eprint       = {2310.15213},395  archivePrefix= {arXiv},396  primaryClass = {cs.LG},397  url          = {https://arxiv.org/abs/2310.15213},398  note         = {arXiv:2310.15213; metadata verified via arXiv API on 2026-11-09}399}400401@misc{turner2023steering,402  title        = {{Steering Language Models With Activation Engineering}},403  author       = {Alexander Matt Turner and Lisa Thiergart and Gavin Leech and David Udell and Juan J. Vazquez and Ulisse Mini and Monte MacDiarmid},404  year         = {2023},405  month        = {8},406  eprint       = {2308.10248},407  archivePrefix= {arXiv},408  primaryClass = {cs.LG},409  url          = {https://arxiv.org/abs/2308.10248},410  note         = {arXiv:2308.10248; metadata verified via arXiv API on 2026-11-09}411}412413@misc{vig2020causal,414  title        = {{Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias}},415  author       = {Jesse Vig and Sebastian Gehrmann and Yonatan Belinkov and Sharon Qian and Daniel Nevo and Simas Sakenis and Jason Huang and Yaron Singer and Stuart Shieber},416  year         = {2020},417  month        = {4},418  eprint       = {2004.12265},419  archivePrefix= {arXiv},420  primaryClass = {cs.LG},421  url          = {https://arxiv.org/abs/2004.12265},422  note         = {arXiv:2004.12265; metadata verified via arXiv API on 2026-11-09}423}424425@misc{wang2022interpretability,426  title        = {{Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small}},427  author       = {Kevin Wang and Alexandre Variengien and Arthur Conmy and Buck Shlegeris and Jacob Steinhardt},428  year         = {2022},429  month        = {11},430  eprint       = {2211.00593},431  archivePrefix= {arXiv},432  primaryClass = {cs.LG},433  url          = {https://arxiv.org/abs/2211.00593},434  note         = {arXiv:2211.00593; metadata verified via arXiv API on 2026-11-09}435}436437@misc{yadav2023ties,438  title        = {{TIES-Merging: Resolving Interference When Merging Models}},439  author       = {Prateek Yadav and Derek Tam and Leshem Choshen and Colin Raffel and Mohit Bansal},440  year         = {2023},441  month        = {6},442  eprint       = {2306.01708},443  archivePrefix= {arXiv},444  primaryClass = {cs.LG},445  url          = {https://arxiv.org/abs/2306.01708},446  note         = {arXiv:2306.01708; metadata verified via arXiv API on 2026-11-09}447}448449@misc{zhang2026negative,450  title        = {{A Negative Result on Cross-Model Activation Transfer in a Pythia Multi-Hop Setting}},451  author       = {Peiyan Zhang and Jason Xin},452  year         = {2026},453  month        = {6},454  eprint       = {2606.03280},455  archivePrefix= {arXiv},456  primaryClass = {cs.LG},457  url          = {https://arxiv.org/abs/2606.03280},458  note         = {arXiv:2606.03280; metadata verified via arXiv API on 2026-11-09}459}460461@misc{zou2023representation,462  title        = {{Representation Engineering: A Top-Down Approach to AI Transparency}},463  author       = {Andy Zou and Long Phan and Sarah Chen and James Campbell and Phillip Guo and Richard Ren and Alexander Pan and Xuwang Yin and Mantas Mazeika and Ann-Kathrin Dombrowski and Shashwat Goel and Nathaniel Li and Michael J. Byun and Zifan Wang and Alex Mallen and Steven Basart and Sanmi Koyejo and Dawn Song and Matt Fredrikson and J. Zico Kolter and Dan Hendrycks},464  year         = {2023},465  month        = {10},466  eprint       = {2310.01405},467  archivePrefix= {arXiv},468  primaryClass = {cs.LG},469  url          = {https://arxiv.org/abs/2310.01405},470  note         = {arXiv:2310.01405; metadata verified via arXiv API on 2026-11-09}471}472
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