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DeepGAR: Deep Graph Learning for Analogical Reasoning


Nov 19, 2022
Chen Ling, Tanmoy Chowdhury, Junji Jiang, Junxiang Wang, Xuchao Zhang, Haifeng Chen, Liang Zhao

* 22nd IEEE International Conference on Data Mining (ICDM 2022) 

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Personalized Federated Learning via Heterogeneous Modular Networks


Oct 26, 2022
Tianchun Wan, Wei Cheng, Dongsheng Luo, Wenchao Yu, Jingchao Ni, Liang Tong, Haifeng Chen, Xiang Zhang

* IEEE International Conference on Data Mining, 2022 

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Deep Federated Anomaly Detection for Multivariate Time Series Data


May 09, 2022
Wei Zhu, Dongjin Song, Yuncong Chen, Wei Cheng, Bo Zong, Takehiko Mizoguchi, Cristian Lumezanu, Haifeng Chen, Jiebo Luo


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SEED: Sound Event Early Detection via Evidential Uncertainty


Feb 13, 2022
Xujiang Zhao, Xuchao Zhang, Wei Cheng, Wenchao Yu, Yuncong Chen, Haifeng Chen, Feng Chen

* ICASSP 2022 

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Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series


Jan 24, 2022
Jurijs Nazarovs, Cristian Lumezanu, Qianying Ren, Yuncong Chen, Takehiko Mizoguchi, Dongjin Song, Haifeng Chen


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Do Multi-Lingual Pre-trained Language Models Reveal Consistent Token Attributions in Different Languages?


Dec 23, 2021
Junxiang Wang, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao


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Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph


Dec 09, 2021
Liyan Xu, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao, Jinho D. Choi

* Accepted to AAAI 2022 

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