Search Results for author: Yafeng Yin

Found 5 papers, 2 papers with code

Learning to Classify Open Intent via Soft Labeling and Manifold Mixup

1 code implementation16 Apr 2022 Zifeng Cheng, Zhiwei Jiang, Yafeng Yin, Cong Wang, Qing Gu

In our method, soft labeling is used to reshape the label distribution of the known intent samples, aiming at reducing model's overconfident on known intents.

Intent Classification Outlier Detection

Real-Time Cross-Fleet Pareto-Improving Truck Platoon Coordination

no code implementations17 Feb 2022 Alexander Johansson, Jonas Mårtensson, Xiaotong Sun, Yafeng Yin

The profit of each fleet incorporates platooning rewards and costs for waiting at hubs.

Heuristics for Customer-focused Ride-pooling Assignment

no code implementations23 Jul 2021 Alexander Sundt, Qi Luo, John Vincent, Mehrdad Shahabi, Yafeng Yin

Ride-pooling has become an important service option offered by ride-hailing platforms as it serves multiple trip requests in a single ride.

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