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NeurIPS 2026Technical University of MunichAWS AIKeystone AIAmazonPrior LabsTime series forecasting

fev-bench: A Realistic Benchmark for Time Series Forecasting

Oleksandr Shchur, Abdul Fatir Ansari, Ali Caner Turkmen, Lorenzo Stella and 4 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · Code ★ 179

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NeurIPS 2026Renmin University of ChinaBoston CollegeGraph neural networks

How Hard Is It for Message-Passing GNNs to Simulate One Weisfeiler-Lehman Color-Refinement Step?

Guanyu Cui, Yuhe Guo, Zhewei Wei, Hsin-Hao Su

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Boston CollegeU Colorado at BoulderLearning theory

Smoothed Elicitation Complexity for Approximate $\Gamma$-calibration of Discrete Classification Tasks

Jessica Finocchiaro, Victor Ganson, Drona Khurana

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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