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Published in 2018 Fourteenth International Conference on Intelligent Computing (ICIC2018), 2018
Brief Introduction : This paper is about electricity theft detection based on Multi-scale DenseNet and accepted by ICIC2018. In this paper, we present a novel approach for automatic detection by using a multi-scale dense connected convolution neural network (multi-scale DenseNet) in order to capture the long-term and short-term periodic features within the sequential data.
Authors : Bo Li, Kele Xu, Xiaoyan Cui, Yiheng Wang, Xinbo Ai, Yanbo Wang
Place : Wuhan‚ China
Date : August 15th-18th, 2018
Published in Proceedings of the 2019 IEEE International Conference on Acoustics‚ Speech and Signal Processing (ICASSP2019), 2019
Brief Introduction : This paper is about feature extraction in the ultrasound tongue image and accepted by ICASSP2019. In this paper, we explore unsupervised convolutional network architecture for the feature extraction in the ultrasound tongue image which can be helpful for the clinical linguist and phonetics.
Authors : Bo Li, Kele Xu, Dawei Feng, Haibo Mi, Huaimin Wang, Jian Zhu
Place : Brighton‚ UK
Date : May 12th−17th, 2019
Published in Proceedings of the 2019 IEEE International Conference on Acoustics‚ Speech and Signal Processing (ICASSP2019), 2019
Brief Introduction : This paper is about long text classification problem and accepted by ICASSP2019. In this paper, based on SRNN, we propose a breaking point information enrichment mechanism to strengthen dependencies between sliced subsequences without hindering parallelization.
Authors : Bo Li^‚ Zehua Cheng^‚ Zhenghua Xu‚ Wei Ye‚ Thomas Lukasiewicz and Shikun Zhang. (^indicates co-first author)
Place : Brighton‚ UK
Date : May 12th−17th, 2019
Published in The 57th Annual Meeting of the Association for Computational Linguistics (ACL2019), 2019
Brief Introduction : This paper is about Relation Extraction and Relation Identification and accepted by ACL2019. In this paper, we use tag embeddings and improved multi-task learning to obtain the state-of-the-art performances on ACE2005 Chinese and English corpus.
Authors : Wei Ye^, Bo Li^, Rui Xie, Zhonghao Sheng, Long Chen and Shikun Zhang. (^indicates co-first author)
Place : Florence, Italy
Date : July 28th to August 2nd, 2019
Published in The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML-19) in conjunction with the 28th International Joint Conference on Artificial Intelligence (IJCAI-19), 2019
Brief Introduction : This paper is about vertical federated machine learning on cross-lingual short-text matching and accepted by FML-19(a workshop in IJCAI-19). In this paper, we propose a vertical federated learning framework using multi-task learning.
Authors : Bo Li, Kele Xu, Haibo Mi, Dawei Feng, Huaimin Wang and Yanbo J. Wang
Place : Macau‚ China
Date : Aug 12th, 2019
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Training Course About Data Science and Data Mining, Industrial and Commercial Bank of China, 2019
Breaf Introduction: Training Course for Industrial and Commercial Bank of China (ICBC) about Data Science and Data Mining for 3 days.