Dee Guo — accepted AI-conference papers

2024

Deep Learning-Based Alternative Route Computation

Alex Zhai, Dee Guo, Sreenivas Gollapudi, Kostas Kollias, Daniel Delling

AISTATS 2024poster

Algorithms for the computation of alternative routes in road networks power many geographic navigation systems. A good set of alternative routes offers meaningful options to the user of the system and can support applications such as routing that is robust to failures (e.g., road closures, extreme t…

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2024

ReMI: A Dataset for Reasoning with Multiple Images

Mehran Kazemi, Nishanth Dikkala, Ankit Anand, Petar Devic, Ishita Dasgupta, Fangyu Liu +5

NeurIPS 2024poster

With the continuous advancement of large language models (LLMs), it is essential to create new benchmarks to evaluate their expanding capabilities and identify areas for improvement. This work focuses on multi-image reasoning, an emerging capability in state-of-the-art LLMs. We introduce ReMI, a dat…

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