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Mark Coates

McGill University, Montreal, Canada

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs

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Jul 02, 2025
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SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting

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Jun 17, 2025
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One Demo Is All It Takes: Planning Domain Derivation with LLMs from A Single Demonstration

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May 23, 2025
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Half Search Space is All You Need

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May 19, 2025
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Simplifying Graph Transformers

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Apr 17, 2025
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Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation

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Feb 27, 2025
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InnerThoughts: Disentangling Representations and Predictions in Large Language Models

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Jan 29, 2025
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Secure Federated Graph-Filtering for Recommender Systems

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Jan 28, 2025
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Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models

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Dec 23, 2024
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Hint Marginalization for Improved Reasoning in Large Language Models

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Dec 17, 2024
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