Xuchao Zhang

TapNet: Multivariate Time Series Classification with Attentional Prototypical Network

Xuchao Zhang, Yifeng Gao, Jessica Lin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 301 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +16

Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics

Chao Huang, Xian Wu, Xuchao Zhang et al. · 2019 · 94 citations · Full text

Engineering, Machine Learning, Arbitrary Category Dependencies +21

Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models

Toufique Ahmed, Supriyo Ghosh, Chetan Bansal et al. · 2023 · 83 citations

Artificial Intelligence, Engineering, Semantic Web +19

Time Series Contrastive Learning with Information-Aware Augmentations

Dongsheng Luo, Wei Cheng, Yingheng Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 76 citations · Full text

Natural Language Processing, Time Series Augmentations, Data Augmentation +13

Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey

Chen Ling, Xujiang Zhao, Jiaying Lu et al. · arXiv (Cornell University) · 2023 · 72 citations · Full text

Engineering, Domain Specialization, Semantics +21