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Showing papers from TU Wien, AITHYRA, University of Oxford Show all papers

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NeurIPS 2026U OxfordTechnische Universität WienKAISTDepartment of Computer Science, TU Wien, AITHYRA, University of LLM agents & planning

RelAgent: LLM Agents as Data Scientists for Relational Learning

RelAgent is an LLM agent that builds SQL feature queries and selects predictive models for relational learning, yielding fast, interpretable predictions deployable via standard databases.

Xingyue Huang, Louis Tichelman, Jinwoo Kim, Krzysztof Olejniczak and 1 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 5 of 20 reviewers recommend it
lenient 4/5
medium 1/10
strict 0/5
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NeurIPS 2026SpotlightEPFLU Michigan, Ann ArborUSITU Wien, AITHYRA, University of KAISTLLM reasoning & chain of thought

MUX: Continuous Reasoning via Multiplexed Tokens

MUX compresses reasoning into continuous multiplexed tokens via lossless superposition, accelerating reasoning and outperforming latent baselines across 32 settings.

Ayhan Suleymanzade, Halil Alperen Gozeten, Michael Bronstein, Ismail Ilkan Ceylan and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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14/20 AI panelreviewers recommend it

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AI panel: 14 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 2/5