A Survey on Transfer Learning von Pan, Sinno Jialin, Yang, Qiang

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Fast Graph Generation via Spectral Diffusion von Luo, Tianze, Mo, Zhanfeng, Pan, Sinno Jialin

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Clustered Task-Aware Meta-Learning by Learning From Learning Paths von Peng, Danni, Pan, Sinno Jialin

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Communication-efficient distributed multi-task learning with matrix sparsity regularization von Zhou, Qiang, Chen, Yu, Pan, Sinno Jialin

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Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis von Wang, Ziyan, Ragab, Mohamed, Yang, Wenmian, Wu, Min, Jialin Pan, Sinno, Zhang, Jie, Chen, Zhenghua

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Variational Deep Logic Network for Joint Inference of Entities and Relations von Wang, Wenya, Pan, Sinno Jialin

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Syntactically Meaningful and Transferable Recursive Neural Networks for Aspect and Opinion Extraction von Wang, Wenya, Pan, Sinno Jialin

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Semi-supervised Domain Adaptation on Manifolds von Cheng, Li, Pan, Sinno Jialin

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Mining competent case bases for case-based reasoning von Pan, Rong, Yang, Qiang, Pan, Sinno Jialin

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Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part II von Lauw, Hady W, Wong, Raymond Chi-Wing, Ntoulas, Alexandros, Lim, Ee-Peng, Ng, See-Kiong, Pan, Sinno Jialin

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Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part I von Lauw, Hady W, Wong, Raymond Chi-Wing, Ntoulas, Alexandros, Lim, Ee-Peng, Ng, See-Kiong, Pan, Sinno Jialin

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Domain Adaptation via Transfer Component Analysis von Sinno Jialin Pan, Tsang, Ivor W, Kwok, James T, Qiang Yang

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HYDRA: Massively Compositional Model for Cross-Project Defect Prediction von Xin Xia, Lo, David, Sinno Jialin Pan, Nagappan, Nachiappan, Xinyu Wang

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Weakly-Supervised Cross-Domain Road Scene Segmentation via Multi-Level Curriculum Adaptation von Lv, Fengmao, Lin, Guosheng, Liu, Peng, Yang, Guowu, Pan, Sinno Jialin, Duan, Lixin

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Transfer joint embedding for cross-domain named entity recognition von Pan, Sinno Jialin, Toh, Zhiqiang, Su, Jian

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Fast Graph Generation via Spectral Diffusion von Luo, Tianze, Mo, Zhanfeng, Sinno, Jialin Pan

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Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization von Li, Haoliang, Pan, Sinno Jialin, Wang, Shiqi, Kot, Alex C.

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A Unified Framework for Metric Transfer Learning von Yonghui Xu, Pan, Sinno Jialin, Hui Xiong, Qingyao Wu, Ronghua Luo, Huaqing Min, Hengjie Song

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Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems von Peng, Danni, Sinno, Jialin Pan, Zhang, Jie, Zeng, Anxiang

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Tracking Mobile Users in Wireless Networks via Semi-Supervised Colocalization von Pan, J. J., Pan, S. J., Jie Yin, Ni, L. M., Qiang Yang

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