--- title: "Ekdeep Singh Lubana — author profile and papers in our library" description: "Ekdeep Singh Lubana, Precision Research: 2 papers on Elamur Research (2026), h-index 7 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/ekdeep-singh-lubana/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ekdeep-singh-lubana/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ekdeep Singh Lubana # Ekdeep Singh Lubana Ekdeep Singh Lubana has 2 papers in our library, in 2026, most of them on [Interpretability](https://md.research.elamur.ai/free/en/topics/interpretability/); often with [Aaron Mueller](https://md.research.elamur.ai/free/en/authors/aaron-mueller/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5069090559) · [ORCID](https://orcid.org/0000-0002-7200-9341) · [**h-index 7**](https://openalex.org/authors/A5069090559) · [67 works](https://openalex.org/works?filter=author.id:A5069090559) · [164 citations](https://openalex.org/works?filter=author.id:A5069090559&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ekdeep-singh-lubana/#papers) · [🔗 Cited 70 times in our library](https://md.research.elamur.ai/free/en/authors/ekdeep-singh-lubana/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11962](https://md.research.elamur.ai/free/en/paper-stars/page/120/#star-11962) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Ekdeep+Singh+Lubana) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ekdeep+Singh+Lubana) · [dblp](https://dblp.org/search?q=Ekdeep+Singh+Lubana) · [ACL Anthology](https://aclanthology.org/search/?q=Ekdeep+Singh+Lubana) ## Affiliations [🏢**Precision Research** Des Plaines · United States 2026 · 1 paper*current*](https://ror.org/04y784b90) · [🎓**University of Michigan** Ann Arbor · United States 2019–2024 · 11 papers](https://md.research.elamur.ai/free/en/universities/university-of-michigan/) · [🎓**Harvard University** Cambridge · United States 2023–2025 · 10 papers](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**Indian Institute of Technology Roorkee** Roorkee · India 2018–2019 · 3 papers](https://md.research.elamur.ai/free/en/universities/indian-institute-of-technology-roorkee/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 1 Research subjects and languages the work is about.[Interpretability · 1 work](https://md.research.elamur.ai/free/en/topics/interpretability/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/ekdeep-singh-lubana/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts?](https://md.research.elamur.ai/free/en/papers/mueller-2026-isolation-entanglement-when-do-interpretability/)** *(2026)* Interpretability research usually judges featurizers such as sparse autoencoders (SAEs) and probes one concept at a time, implicitly assuming that concepts are independent. 2. **[The Impact of Off-Policy Training Data on Probe Generalisation](https://md.research.elamur.ai/free/en/papers/skapars-2026-impact-off-policy-training-data/)** *(2026)* Activation probes are a cheap way to flag worrying behaviour in LLMs at inference time. However, natural labelled examples of behaviours like deception are scarce, so probes are often trained on synthetic or externally written responses. Skapars et al. test how much this matters. They compare four ways of producing… ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Foundational Challenges in Assuring Alignment and Safety of Large Language Models ↗](https://arxiv.org/abs/2404.09932) arXiv:2404.09932 · no summary yet**Usman Anwar et al.*2024 · 87 citations* 2. **[From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts?](https://md.research.elamur.ai/free/en/papers/mueller-2026-isolation-entanglement-when-do-interpretability/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Aaron Mueller, Andrew Lee, Shruti Joshi, et al.*2026* 3. **[The Impact of Off-Policy Training Data on Probe Generalisation](https://md.research.elamur.ai/free/en/papers/skapars-2026-impact-off-policy-training-data/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Adrians Skapars, Nathalie Maria Kirch, Samuel Dower, et al.*2026* 4. **[Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention ↗](https://arxiv.org/abs/2605.29548) arXiv (Cornell University) · no summary yet**Jing Huang et al.*2026* ## Co-authors here 1 co-author with a page, the most papers together first. - [Aaron Mueller](https://md.research.elamur.ai/free/en/authors/aaron-mueller/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 70 times (of the 149,439 papers whose bibliographies we read); [14 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ekdeep-singh-lubana/cited-by/). Updated 1 November 2026