TapNet: Multivariate Time Series Classification with Attentional Prototypical Network

Xuchao Zhang, Yifeng Gao, Jessica Lin, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningRecurrent Neural Network +14

Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics

Chao Huang, Xian Wu, Xuchao Zhang, +4

EngineeringMachine LearningArbitrary Category DependenciesConsumer ResearchNetwork Analysis +19

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

Toufique Ahmed, Supriyo Ghosh, Chetan Bansal, +3

Artificial IntelligenceEngineeringSemantic WebLarge Language ModelCorpus Linguistics +17

Time Series Contrastive Learning with Information-Aware Augmentations

Dongsheng Luo, Wei Cheng, Yingheng Wang, +8

Proceedings of the AAAI Conference on Artificial Intelligence

Natural Language ProcessingTime Series AugmentationsData AugmentationStructured PredictionInformation-aware Augmentations +11

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

Chen Ling, Xujiang Zhao, Jiaying Lu, +9

arXiv (Cornell University)

EngineeringDomain SpecializationSemanticsSemantic WebLarge Language Model +19

Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

Yinjun Wu, Jingchao Ni, Wei Cheng, +7

Proceedings of the AAAI Conference on Artificial Intelligence

Dynamic Gaussian MixtureForecasting MethodologyIncomplete PastMachine LearningEngineering +14

Hydrogen Leakage Simulation and Risk Analysis of Hydrogen Fueling Station in China

Xuchao Zhang, Gang Qiu, Shali Wang, +2

Sustainability

Hydrogen Energy TechnologyEngineeringHydrogen ProductionHydrogen Leakage SimulationRisk Analysis +15

Towards More Accurate Uncertainty Estimation In Text Classification

Jianfeng He, Xuchao Zhang, Shuo Lei, +5

Changtien LuEngineeringUncertain DataCorpus LinguisticsLanguage Processing +19

CAT: Beyond Efficient Transformer for Content-Aware Anomaly Detection in Event Sequences

Shengming Zhang, Yanchi Liu, Xuchao Zhang, +3

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Anomaly DetectionMachine LearningEngineeringAutoencodersText Mining +17

Mitigating Uncertainty in Document Classification

Xuchao Zhang, Fanglan Chen, Chang‐Tien Lu, +1

EngineeringLanguage ProcessingText MiningNatural Language ProcessingApplied Linguistics +18