APSIPA/IEEE SPS 特別招待講演会 (3/3 15:40-16:40)

VNU University of Engineering and TechnologyのNguyen Linh Trung教授をお招きしてAPSIPA/IEEE SPS 特別招待講演会を沖縄県青年会館にて開催します。奮ってご参加ください。

参加方法

直接現地にお越しください。本講演は IEICE/IPSJの合同研究会 SPEASIP内で行われます。本講演はどなたでも無料で参加いただけますが、講演後、研究会のセッションに参加するには登録が必要になるので、その旨ご承知おきください。

講演概要

日時 (Date and Time): 3/3 (Tue.) 15:40-16:40
場所 (Place): 沖縄県青年会館
〒900-0033 沖縄県那覇市久米2-15-23
アクセス方法
Lecturer: Prof. Nguyen Linh Trung (VNU University of Engineering and Technology, Vietnam)
Title: Tensor tracking and applications
Abstract: Tensor decomposition has been demonstrated to be successful in a wide range of applications, from neuroscience and wireless communications to social networks. In an online setting, factorizing tensors derived from multidimensional data streams is however nontrivial due to several inherent problems of real-time stream processing. In recent years, many research efforts have been dedicated to developing online techniques for decomposing such tensors, resulting in significant advances in streaming tensor decomposition or tensor tracking. This topic is emerging and enriches the literature on tensor decomposition, particularly from the data stream analystics perspective. In this talk, we will first provide fundamentals of tensor decomposition. Then, we will present the state-of-the-art methods into three main groups: streaming CP decompositions, streaming Tucker decompositions, and streaming decompositions under other new tensor formats. Finally, we will present several applications and research challenges.
Biography: Nguyen Linh Trung received the B.Eng. degree in Electrical and Computer Engineering and the Ph.D. degree in Electrical Engineering, both from Queensland University of Technology, Australia, in 1998 and 2005 respectively. Since 2006, he has been with VNU University of Engineering and Technology – a member university under Vietnam National University, Hanoi (VNU). From 2009 to 2013 he served as Vice-Dean of the Faculty of Electronics and Telecommunications, from 2013 to 2014 as Director of the Department of Academic Affairs, from 2017 to 2024 as Director of the Advanced Institute of Engineering and Technology. He became Associate Professor of Electronics in 2012 and Full Professor of Electronics in 2025, both at VNU.