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
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Research Areas : #Machine Learning #Social Graph
Tags : #Annealing Machines #Combinatorial Optimization #graph neural networks #NeurIPS #Workshop
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Pre-trained Transformer Uncovers Meaningful Patterns in Human Mobility Data
Author: Alameen Najjar
IEEE Big Data 2024 (Workshops) open new tab
Dec 2024
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Research Areas : #Customer Program
Tags : ##Geospatial Artificial Intelligence #Workshop
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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
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Research Areas : #MNO
Tags : #5G Experience #AR/VR #Human Computer Interaction #UI/UX
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Rakuten’s Participation in WMT 2024 Patent Translation Task
Author: Ohnmar Htun, Alberto Poncelas
WMT2024 open new tab
Nov 2024
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Research Areas : #Language Program
Tags : #Language Pretrained Model #Machine Translation #Natural Language Processing
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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
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Research Areas : #Language Program
Tags : #LLMs #Model calibration #Question Answer #Reasoning #ToolUse
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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
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Research Areas : #Customer Program
Tags : #Deep learning #Information Retrieval #Recommender systems
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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
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Research Areas : #Vision Program
Tags : #Computer Vision
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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
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Research Areas : #Customer Program
Tags : #Graph Learning #Lookalike Modeling #Machine Learning
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楽天グループにおける多腕バンディットを用いたMulti-slot 型広告の最適化
Author: 石川詩苑　劉雲青　平手勇宇
『応用数理』 第34巻1号, pp. 37-41, 2024. open new tab
Jun 2024
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Research Areas : #Customer Program
Tags : #Information Extraction #Recommender systems
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MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning
Author: Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni
NAACL open new tab
Jun 2024
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Research Areas : #Language Program
Tags : #Data Analysis #Deep learning #Information Retrieval #Language Pretrained Model #Natural Language Processing
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