Review-based Product Recommendations: Know What You Like Through Strangers

Title: Review-based Product Recommendations: Know What You Like Through StrangersSpeaker: Chenliang LiTime: 10: 30-11: 30, Friday, January 18, 2019Venue: Room C403, Dingxin Building, Jilin UniversityOrganizer: School of Artificial IntelligenceAbstract:       As we all know, the purpose of a recommendation system is to provide users with personalized recommendations to improve the user’s relian...

Academic Report of Asso. Prof. Xie Ning from University of Electronic Science and Technology of China

Title: Research on Intelligent Modeling Technology for Virtual and Real Integration Interactive ExperienceSpeaker: Xie NingTime: 13:30, Thursday, September 12, 2019Venue: Conference Room 601, Administration BuildingBiography:Xie Ning, Distinguished Professor of Sichuan Province, Associate Professor, School of Computer Science and Engineering, University of Electronic Science and Technology of C...

Academic Report of Prof. Li Haojie from Dalian University of Technology

Title: Fine-Grained Image Classification Based on Discriminant Region MiningSpeaker: Li HaojieTime: 10: 00-11: 30, Monday, October 28, 2019Venue: Conference Room 601, Administration BuildingBiography:Li Haojie, Professor, Ph.D. supervisor, and Deputy Dean of School of International Information and Software, Dalian University of Technology. He obtained his Bachelor’s Degree from Nankai Universi...

Academic Report of Dr. Zhao He from Monash University, Australia

Title: Short Text Analysis and Topic Structure Mining Based on Metadata Topic ModelAbstract: As a kind of probabilistic generative model, the topic model is mainly applied to discrete data and assumes that the input data is generated by a number of “latent factors”. In text analysis, these “latent factors” usually contain some specific meanings, and each meaning can be explained by a set of...

Academic Report of Dr. Du Lan from Australian National University

Title: Multi-label Learning with/without Zero-shot ClassesAbstract: Multi-label learning refers to the problem of learning to assign a subset of relevant labels to each object, drawn from a large set of candidate labels. Each object is thus associated with a binary label vector, which denotes the presence/absence of each of the candidate labels. In a real-world application, such as image/docume...

Machine Learning for Sciences-Revisiting Direct Density-Ratio Estimation

​ Title: Machine Learning for Sciences — Revisiting Direct Density-Ratio EstimationSpeaker: Makoto YamadaTime: 9: 00-11: 00, Tuesday, 16 October, 2018 Venue: Multi-function Hall, 2nd Floor, Dongrong Conference Center, Central CampusOrganizer: School of Artificial Intelligence, International Center of Future ScienceAbstract:Density ratio estimation is a comprehensive statistical data processin...

Machine Learning for Sciences — Nonlinear Feature Selection for High-Dimensional Data

Title: Machine Learning for Sciences — Nonlinear Feature Selection for High-Dimensional DataSpeaker: Makoto YamadaTime: 9: 00-11: 00, Monday, 15 October, 2018 Venue: Multi-function Hall, 2nd Floor, Dongrong Conference Center, Central CampusOrganizer: School of Artificial Intelligence, International Center of Future ScienceAbstract:Feature selection is an important machine learning problem. Ho...

Graphs meet Deep Learning Challenges and Opportunities

Title: Graphs meet Deep Learning: Challenges and OpportunitiesSpeaker: Jiliang TangTime: 10: 00-11: 30, Tuesday, May 21, 2019 Venue: Lecturer Hall of International Academic (West side of the Library), Central Campus, Jilin University Abstract:Graphs provide a universal representation of data with numerous types while deep learning has demonstrated immense ability in representation learning. Thu...

Academic Report of Prof. Bernard Mans

​Title: Information Dissemination in Vehicular Networks in an Urban Hyperfractal TopologySpeaker: Bernard MansTime: 10: 00-11: 30, Tuesday, October 29, 2019Venue: Conference Room 601, Administration BuildingBiography:Professor Bernard Mans is currently the Executive Dean for the Faculty of Science and Engineering, at Macquarie University in Sydney.In 2014-2017, he was a member of the Australia...