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Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning.

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Probabilistic Outlier Detection and Generation., , , and . CoRR, (2020)Multimodal Product Matching and Category Mapping: Text+Image based Deep Neural Network., , , and . IEEE BigData, page 4500-4505. IEEE, (2021)AdKDD 2022., , , , , , , , , and . KDD, page 4852-4853. ACM, (2022)The 2nd Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom)., , , , , and . WWW (Companion Volume), page 850-853. ACM, (2023)Applied Machine Learning Methods for Time Series Forecasting., , , , , , and . CIKM, page 5175-5176. ACM, (2022)From Innovation to Scale (I2S) - Discuss and Learn How to Successfully Build, Commercialize, and Scale AI Innovations in Challenging Market Conditions., , , , and . KDD, page 5888-5889. ACM, (2023)Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach., , , , , , and . Knowl. Inf. Syst., 64 (9): 2515-2541 (2022)Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape., , , , and . CoRR, (2024)Deep Search Relevance Ranking in Practice., , , , , , and . KDD, page 4810-4811. ACM, (2022)AdKDD 2023., , , , , and . KDD, page 5849-5850. ACM, (2023)