PUBLICATIONS

Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization
Author: Pablo Loyola,Kento Hasegawa,Andres Hoyos-Idobro,Kazuo Ono,Toyotaro Suzumura,Yu Hirate,Masanao Yamaoka
MLNCP at NeurIPS 2024 (Workshop) open new tab
Jan 2025
Paper Link open new tab
Research Areas : #Machine Learning
Tags : #Annealing Machines #Combinatorial Optimization #graph neural networks #NeurIPS #Workshop
Careers : Positions
Pre-trained Transformer Uncovers Meaningful Patterns in Human Mobility Data
Author: Alameen Najjar
IEEE Big Data 2024 (Workshops) open new tab
Dec 2024
Paper Link open new tab
Research Areas : #Customer Program
Tags : ##Geospatial Artificial Intelligence #Workshop
Careers : Positions
Engaging Racing Fans through Offline E-racing SpectatorExperience in AR
Author: Hsueh Han Wu, Kelvin Cheng, Koji Nishina, Jorge Chavez
The 17th ACM SIGGRAPH Conference 2024 open new tab
Dec 2024
Paper Link open new tab
Research Areas : #MNO
Tags : #5G Experience #AR/VR #Human Computer Interaction #UI/UX
Careers : Positions
Extension of Wearable Olfactory Display for Multisensory VR Experience
Author: Zou Zhe, Prasetyawan Dani, Wu Hsueh Han, Cheng Kelvin, Nakamoto Takamichi
ICAT2025 open new tab
Dec 2024
Paper Link open new tab
Research Areas : #MNO
Tags : #5G Experience #Human Computer Interaction #Ubiquitous Computing #UI/UX
Careers : Positions
Text Removal In E-Commerce Images: A Comparison Of Inpainting Methods
Author: Hiya Roy, Björn Stenger
BMVC 2024 open new tab
Nov 2024
Paper Link open new tab
Research Areas : #Vision Program
Tags : #Computer Vision #Image processing
Careers : Positions
Rakuten’s Participation in WMT 2024 Patent Translation Task
Author: Ohnmar Htun, Alberto Poncelas
WMT2024 open new tab
Nov 2024
Paper Link open new tab
Research Areas : #Language Program
Tags : #Language Pretrained Model #Machine Translation #Natural Language Processing
Careers : Positions
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation andCalibration
Author: Yuanhao Shen, Xiaodan Zhu , Lei Chen
EMNLP 2024 Industry Track open new tab
Nov 2024
Paper Link open new tab
Research Areas : #Language Program
Tags : #LLMs #Model calibration #Question Answer #Reasoning #ToolUse
Careers : Positions
One-class recommendation systems with the hinge pairwise distance loss and orthogonal representations
Author: Ramin Raziperchikolaei, Young-joo Chung
18th ACM Conference on Recommender Systems open new tab
Oct 2024
Paper Link open new tab
Research Areas : #Customer Program
Tags : #Deep learning #Information Retrieval #Recommender systems
Careers : Positions
Linearly Controllable GAN: UnsupervisedFeature Categorization and Decomposition forImage Generation and Manipulation
Author: Sehyung Lee, Mijung Kim, Yeongnam Chae, and Björn Stenger
ECCV open new tab
Oct 2024
Paper Link open new tab
Research Areas : #Vision Program
Tags : #Computer Vision
Careers : Positions
Graph-Based Audience Expansion Model for Marketing Campaigns
Author: Md Mostafizur Rahman, Daisuke Kikuta*, Yu Hirate, Toyotaro Suzumura* (*The University of Tokyo)
SIGIR 2024 open new tab
Jul 2024
Paper Link open new tab
Research Areas : #Customer Program
Tags : #Graph Learning #Lookalike Modeling #Machine Learning
Careers : Positions
1 of 25