全種別論文一覧

異種ドメインのユーザ・アイテムクラスタ情報を用いたペアワイズ学習に基づく購買予測手法

海保拓真(大阪大学), 原隆浩(大阪大学), 黒川茂莉, 米川慧, 天方大地(大阪大学), 前川卓也(大阪大学)

情報処理学会論文誌

2024年1月

A Graph-Based Recommendation Model Using Contrastive Learning for Inductive Scenario

Yuma Dose(Osaka University), Shuichiro Haruta, Takahiro Hara(Osaka University)

The 22nd International Conference on Machine Learning and Applications (ICMLA 2023)

2023年12月

Fostering Innovation in Urban Transportation Risk Management: A Multi-Sector Collaborative Benchmarking Platform

Minh-Son Dao(NII), Huy Quang Ung, Sadanori Ito(NII), Shinya Wada, Koji Zettsu(NII)

2023 IEEE International Conference on Big Data (IEEE BigData 2023)

2023年12月

Qobra: Fast Verification of Transactional Serializability with Quantum Annealing

Natsuki Hamada(Keio University), Kazuhiro Saito, Hideyuki Kawashima(Keio University)

2023 IEEE International Conference on Big Data (IEEE BigData 2023)

2023年12月

Fine-Grained Urban Population Distribution Estimation Using Image Super-Resolution Model with Rich Auxiliary Information

Naoto Takeda, Akihiro Kobayashi(KDDI), Yudai Yamazaki, Daisuke Kamisaka

2023 IEEE International Conference on Big Data (IEEE BigData 2023)

2023年12月

Unvisited Out-Of-Town POI Recommendation with Simultaneous Learning of Multiple Regions

Rikuto Tsubouchi(Osaka University), Takahiro Hara(Osaka University), Kei Yonekawa, Shuichiro Haruta

2023 IEEE International Conference on Big Data (IEEE BigData 2023)

2023年12月

Detecting Dialogue Hallucination using Graph Neural Networks

Kazuaki Furumai, Yanan Wang, Makoto Shinohara, Kazushi Ikeda, Yi Yu(NII), Tsuneo Kato(Doshisha University)

The 22nd International Conference on Machine Learning and Applications (ICMLA 2023)

2023年12月

ALLFA: Active Learning through Label and Feature Augmentation

Yasutaka Nishimura, Naoto Takeda, Roberto Legaspi, Kazushi Ikeda, Thomas Plötz(Georgia Institute of Technology), Sonia Chernova(Georgia Institute of Technology)

The 22nd International Conference on Machine Learning and Applications (ICMLA 2023)

2023年12月

Two-Stage Triplet Loss Training with Curriculum Augmentation for Audio-Visual Retrieval

Donghuo Zeng, Kazushi Ikeda

The 25th IEEE International Symposium on Multimedia (ISM 2023)

2023年12月

Quantum negative sampling strategy for knowledge graph embedding with variational circuit

Pulak Ranjan Giri, Mori Kurokawa, Kazuhiro Saito

2023 IEEE International Conference on Quantum Computing and Engineering (QCE23)

2023年9月

Embedding All Feasible Solutions of Traveling Salesman Problem by Divide-and-Conquer Quantum Search

Rei Sato, Kazuhiro Saitou, Tetsuro Nikuni(Tokyo University of Science), Shohei Watabe(Shibaura Institute of Technology)

2023 IEEE International Conference on Quantum Computing and Engineering (QCE23)

2023年9月

Quantum walk search by Grover search on coin space

Pulak Ranjan Giri

The European Physical Journal D (Springer)

2023年9月

Domain-Aware Prototypical Federated Learning

Chuizheng Meng(USC), Jianke Yang(UC San Diego), Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu(USC)

The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2023), SoCal Data Science Day

2023年8月

Continual Learning: Learning Ability and Algorithm

Gyuhak Kim(UIC), Changnan Xiao(New York University), Tatsuya Konishi, Bing Liu(UIC)

International Conference on Machine Learning (ICML) 2023

2023年7月

Parameter-Level Soft-Masking for Continual Learning

Tatsuya Konishi, Mori Kurokawa, Chihiro Ono, Zixuan Ke(UIC), Gyuhak Kim(UIC), Bing Liu(UIC)

International Conference on Machine Learning (ICML) 2023

2023年7月

Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model

Naoto Takeda, Roberto Legaspi, Yasutaka Nishimura, Kazushi Ikeda, Atsunori Minamikawa, Thomas Plötz(Georgia institute of technology), Sonia Chernova(Georgia institute of technology)

The 19th International Conference on Intelligent Environments (IE 2023)

2023年6月

CG-GNN: A Novel Compiled Graphs-based Feature Extraction Method for Enterprise Social Networks

Tatsuya Konishi, Shuichiro Haruta, Mori Kurokawa, Kenta Tsukatsune(Okayama University of Science), Yuto Mizutani(Unipos Co., Ltd.), Tomoaki Saitoi(Unipos Co., Ltd.), Hideki Asoh, Chihiro Ono

The 4th workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR 2023)

2023年6月

Towards Multimodal Spatio-Temporal Transformer-based Models for Traffic Congestion Prediction

Huy Quang Ung, Yutaro Mishima, Hao Niu, Shinya Wada

The 4th workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR 2023)

2023年6月

User-irrelevant Cross-domain Association Analysis for Cross-domain Recommendation with Transfer Learning

Hao Niu, Duc Nguyen(Tohoku Institute of Technology), Kei Yonekawa, Mori Kurokawa, Chihiro Ono, Daichi Amagata(Osaka University), Takuya Maekawa(Osaka University), Takahiro Hara(Osaka University)

The 4th workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR 2023)

2023年6月

Quantum Walk Search on a Two-dimensional Grid with Extra Edges

Pulak Ranjan Giri

International Journal of Theoretical Physics (Springer)

2023年6月

Semantic Relation Transfer for Non-overlapped Cross-domain Recommendations

Zhi Li(Osaka University), Daichi Amagata(Osaka University), Yihong Zhang(Osaka University), Takahiro Hara(Osaka University), Shuichiro Haruta, Kei Yonekawa, Mori Kurokawa

The 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2023)

2023年5月

VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning

Yanan Wang(Keio University), Donghuo Zeng, Shinya Wada, Satoshi Kurihara(Keio University)

IEEE Access

2023年5月

First Study to Enhance Self-Determination Theory by Utilizing Social Justification

Yukitoshi Kashimoto, Lian Cao, Yudai Yamazaki, Daisuke Kamisaka

The 2nd International Workshop on Digital Nudging and Digital Persuasion (DNDP 2023)

2023年4月

Does the association between persuasive strategies and personality types vary across regions?

Wenzhen Xu, Roberto Legaspi, Yuichi Ishikawa

The 18th International Conference on Persuasive Technology 2023

2023年4月

Time-Delayed Multivariate Time Series Predictions

Hao Niu, Guillaume Habault, Roberto Legaspi, Chuizheng Meng(USC), Defu Cao(USC), Shinya Wada, Chihiro Ono, Yan Liu(USC)

SIAM International Conference on Data Mining (SDM23)

2023年4月

Inferring Attentional Bias State in Internet Gaming Disorder from Endogenous Activity in Hippocampus and Amygdala

Taiki Oka(ATR), Nao Kobayashi, Takatomi Kubo(ATR), Yuka Miyake, Arun Garimella(Massachusetts General Hospital and Harvard Medical school), Shuken Boku(Kumamoto University), Minoru Takebayashi(Kumamoto University), Mitsuo Kawato(ATR), Toshinori Chiba(ATR), Aurelio Cortese(ATR)

International Convention of Psychological Science 2023

2023年3月

An Effective and Efficient Self-Attention Based Model for Next POI Recommendation

Qingxin Xia (Osaka University), Takahiro Hara (Osaka University), Takuya Maekawa (Osaka University), Mori Kurokawa, Kei Yonekawa

The 2nd Workshop on Ubiquitous and Multi-domain User Modeling (UMUM 2023)

2023年3月

Explainable Activity Recognition for Smart Home Systems

Devleena Das(Georgia Institute of Technology), Yasutaka Nishimura, Rajan P. Vivek(Georgia Institute of Technology), Naoto Takeda, Sean T. Fish(Georgia Institute of Technology), Thomas Plötz(Georgia Institute of Technology), Sonia Chernova(Georgia Institute of Technology)

ACM Transactions on Interactive Intelligent Systems

2023年3月

Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders

Defu Cao(USC), James Enouen(USC), Yujing Wang(Peking University), Xiangchen Song(Carnegie Mellon University), Chuizheng Meng(USC), Hao Niu, Yan Liu(USC)

Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23)

2023年2月

Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval

Jiwei Zhang(NII), Yi Yu(NII), Suhua Tang(The University of Electro-Communications), Jianming Wu, Wei Li(Fudan University)

ACM Transactions on Multimedia Computing, Communications, and Applications

2023年2月

Applying Quantum Annealing for Shift Scheduling Problem for Call Centers

Natsuki Hamada(Keio University), Kazuhiro Saito, Hideyuki Kawashima(Keio University)

International Journal of Networking and Computing

2023年1月

Artificial Intelligence (AI) Applications Using Big Data and Survey Data for Exploring the Existence of the Potential Users of Public Transportation System

Chang Hsiang-Chuan(Waseda University), Okubo Tomohiro(Waseda University), Kobayashi Akihiro, Morimoto Akinori(Waseda University)

International Journal of Information and Management Sciences

2022年12月

Complete Cross-triplet Loss in Label Space for Audio-visual Cross-modal Retrieval

Donghuo Zeng, Yanan Wang, Jianming Wu, Kazushi Ikeda

24th IEEE International Symposium on Multimedia (ISM 2022)

2022年12月

Debiasing Graph Transfer Learning via Item Semantic Clustering for Cross-Domain Recommendations

Zhi Li(Osaka University), Daichi Amagata(Osaka University), Yihong Zhang(Osaka University), Takahiro Hara(Osaka University), Shuichiro Haruta, Kei Yonekawa, Mori Kurokawa

2022 IEEE International Conference on Big Data (IEEE BigData 2022)

2022年12月

A Novel Graph Aggregation Method Based on Feature Distribution Around Each Ego-node for Heterophily

Shuichiro Haruta, Tatsuya Konishi, Mori Kurokawa

The 14th Asian Conference on Machine Learning (ACML 2022)

2022年12月

Multi-view Contrastive Multiple Knowledge Graph Embedding for Knowledge Completion

Mori Kurokawa, Kei Yonekawa,Shuichiro Haruta,Tatsuya Konishi, Hideki Asoh, Chihiro Ono, Masafumi Hagiwara(Keio University)

The 21st International Conference on Machine Learning and Applications (ICMLA 2022)

2022年12月

A Theoretical Study on Solving Continual Learning

Gyuhak Kim(University of Illinois at Chicago), Changnan Xiao(New York University), Tatsuya Konishi, Zixuan Ke(University of Illinois at Chicago), Bing Liu(University of Illinois at Chicago)

The 36th Conference on Neural Information Processing Systems (NeurIPS 2022)

2022年11月

Unsupervised Learning of Domain-Independent User Attributes

Yuichi Ishikawa, Roberto Legaspi, Kei Yonekawa, Yugo Nakamura(Kyushu University), Shigemi Ishida(Future University Hakodate), Tsunenori Mine(Kyushu University), Yutaka Arakawa(Kyushu University)

IEEE Access

2022年11月

HML4Rec: Hierarchical Meta-Learning for Cold-Start Recommendation in Flash Sale E-commerce

Zhi Li(Osaka University), Daichi Amagata(Osaka University), Yihong Zhang(Osaka University), Takuya Maekawa(Osaka University), Takahiro Hara(Osaka University), Kei Yonekawa, Mori Kurokawa

Knowledge-based Systems (Elsevier)

2022年11月

RIDEN: Uniform Density Histogram via Reference Instance Discriminator with Entropy Maximization for Distribution Shift Detection

Kei Yonekawa, Kazuhiro Saito, Mori Kurokawa

The 2nd International Conference on AI-ML Systems (AI-ML Systems 2022)

2022年10月

Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch

Shruthi K. Hiremath(Georgia Institute of Technology), Yasutaka Nishimura, Sonia Chernova(Georgia Institute of Technology), Thomas Plötz(Georgia Institute of Technology)

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

2022年9月

Impact of COVID-19 pandemic on spatial separation of new and existing residents

Takayuki Mizuno(NII), Akihiro Kobayashi, Daisuke Kamisaka, Yoko Hata, Atsunori Minamikawa

The Review of Socionetwork Strategies (Springer)

2022年9月

Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data

Chuizheng Meng(USC), Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu(USC)

The 31st International Joint Conference On Artificial Intelligence (IJCAI-ECAI 2022)

2022年7月

Trends-enhanced Attention & Memory Networks for E-commerce Recommendation

Zhi Li(Osaka University), Daichi Amagata(Osaka University), Takuya Maekawa(Osaka University), Kei Yonekawa, Mori Kurokawa,Takahiro Hara(Osaka University)

The 2022 SIGIR Workshop On eCommerce (SIGIReCom '22)

2022年7月

Multidimensional Analysis of Sense of Agency During Goal Pursuit

Roberto Legaspi, Wenzhen Xu, Tatsuya Konishi, Shinya Wada, Yuichi Ishikawa

The 30th ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2022)

2022年7月

Accelerating Spiking Neural Networks Using Quantum Algorithm with High Success Probability and High Calculation Accuracy

Yanhu Chen(BUPT), Cen Wang, Hongxiang Guo(BUPT), Xiong Gao(BUPT), Jian Wu(BUPT)

Neurocomputing (Elsevier)

2022年7月

Practical Effectiveness of Quantum Annealing for Shift Scheduling Problem

Natsuki Hamada(Keio University), Kazuhiro Saito, Hideyuki Kawashima(Keio University)

2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)

2022年6月

Fast Accurate Discovery of Tuple Inclusion Dependencies

Mengfei Shen(Keio University), Hideyuki Kawashima(Keio University), Kazuhiro Saito

The 6th IEEE International Workshop on Big Data and IoT Security in Smart Computing (BITS 2022)

2022年6月

将来の交通環境の変化が交通環境負荷に与える影響に関する研究

三瀬遼太郎(早稲田大学大学院), 井原雄人(早稲田大学大学院), 小林亮博, 上坂大輔, 南川敦宣(KDDI), 森本章倫(早稲田大学)

土木学会論文集 D3（土木計画学）

2022年5月

Examining the Impacts of Exaggerated Notification Texts on Smartphone Application Users

Shinnosuke Date(Toyama Prefectural University), Wenzhen Xu, Masato Taya, Takeshi Iwamoto(Toyama Prefectural University)

Applied human informatics (AHI)

2022年5月

Partially Relaxed Masks for Lightweight Knowledge Transfer without Forgetting in Continual Learning

Tatsuya Konishi, Mori Kurokawa, Roberto Legaspi, Chihiro Ono, Zixuan Ke(UIC), Gyuhak Kim(UIC), Bing Liu（UIC)

The 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2022)

2022年5月

Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction

Hao Niu, Chuizheng Meng(USC), Defu Cao(USC), Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu(USC)

The 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2022)

2022年5月

Persuasive Technology 2022_A Psychological Model for Predicting the Smartphone Zombie Phenomenon and Intervening

Tomohiro Sakai, Yuich Kuriki, Wenzhen Xu, Masato Taya, Atsunori Minamikawa

The 17th International Conference on Persuasive technology (PERSUASIVE 2022)

2022年3月

The Utility of Personality Types for Personalizing Persuasion

Wenzhen Xu, Yuichi Ishikawa, Roberto Legaspi

The 17th International Conference on Persuasive technology (PERSUASIVE 2022)

2022年3月

Forecasting of Important Economic Indicators based on Mobile Data and its application to effective trading

Takuya Kaneko(ICU), Yutaro Mishima, Shinya Wada, Rui Kimura(KDDI)

The 4th International Conference on Applied Research in Business, Management and Economics (BMECONF 2022)

2022年3月

AI-based assessment of ESG scores using natural language processing

Zhixiong Chen, Kohei Sugiyama, Kazuyuki Tasaka, Tomomi Kito, Yukihiro Yasuda

2022 JFA-PBFJ Special Issue Conference

2022年3月

J-Reit Investment Utilizing Mobile Spatial Statistics

Takuya Kaneko(ICU), Yutaro Mishima, Shinya Wada, Rui Kimura(KDDI)

The 4th International Conference on Advanced Research in Management, Business and Finance（ICMBF 2022）

2022年3月

Examination of Validity of Smartphone Addiction by Biometric Sensing

Chiyako Hisanaga(Waseda University), Suzumi Sato(Waseda University), Megumi Saito(Waseda University), Shigeru Shimamoto(Waseda University), Nao Kobayash

2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech)

2022年3月

Preliminary study on the correlation between gratitude activity and prosocial behaviour

Yukitoshi Kashimoto, Tomohiro Sakai, Atsunori Minamikawa

Persuasive Technology 2022 - BCSS2022

2022年3月

Media Exposure and Risk Perception as Predictors of Engagement in COVID-19 Preventive Behaviors：Extending the Theory of Planned Behavior Across Two Cultures

Xuechen Hu(Nagoya University), Xingjian Gao(Nagoya University), Wenzhen Xu, Jiro Takai(Nagoya University)

Journal of Online Media and Global Communication (De Gruyter Mouton)

2022年2月

Investigating the effects of consumer priming on tourism willingness and behavior by longitudinal online surveys and smartphone location information

Wenzhen Xu, Shinnosuke Date(Toyama Prefectural University), Masato Taya, Takeshi Iwamoto(Toyama Prefectural University), Atsunori Minamikawa, Chihiro Ono

Society for personality and social psychology 2022 annual convention

2022年2月

Sensor Network System for Condition Detection of Harmful Animals by Step-by-step Interlocking of Various Sensors

Keigo Uchiyama(Ritsumeikan University), Hiroshi Yamamoto(Ritsumeikan University), Eiji Utsunomiya, Kiyohito Yoshihara

2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)

2022年2月

観光客のパーソナリティと行動との関係性分析：一泊二日の京都旅行を想定したアンケート調査による検証

日高真人(奈良先端科学技術大学院大学), 松田裕貴(奈良先端科学技術大学院大学), 諏訪博彦(奈良先端科学技術大学院大学), 多屋優人, 安本慶一(奈良先端科学技術大学院大学)

社会情報学会学会誌「社会情報学」

2021年12月

感謝表出スキルの実行を測定する尺度の開発

酒井智弘, 相川充

日本教育心理学会　教育心理学研究

2021年12月

Understanding distributed recycling: Effects of consumer behaviors on environmental performance

Masakuni Tsunezawa, Kohei Sugiyama, Kazuyuki Tasaka, Shinichi Fukushige (Waseda University)

The 12th International Symposium on Environmentally Conscious Design and Inverse Manufacturing (EcoDesign 2021)

2021年12月

Influence of Land Use information over performance when predicting spatiotemporal electricity load demand

Guillaume Habault, Shinya Wada, Chihiro Ono

2021 IEEE International Conference on Big Data (Big Data)

2021年12月

Explainable Knowledge Reasoning Framework Using Multiple Knowledge Graph Embedding

Mori Kurokawa

The 10th International Joint Conference on Knowledge Graphs (IJCKG 2021 )

2021年12月

Multiple-time measurements of multidimensional psychiatric states from immediately before the COVID-19 pandemic to one year later: A longitudinal online survey of the Japanese population

Taiki Oka(ATR), Takatomi Kubo(ATR), Nao Kobayashi, Fumiya Nakai(ATR), Yuka Miyake(KDDI), Toshitaka Hamamura, Masaru Honjo, Hiroyuki Toda(National Defense Medical College), Shuken Boku(Kumamoto University), Tetsufumi Kanazawa(Osaka Medical and Pharmaceutical University), Masanori Nagamine(National Defense Medical College), Aurelio Cortese(ATR), Minoru Takebayashi(Kumamoto University), Mitsuo Kawato(ATR), Toshinori Chiba(ATR)

Translational psychiatry (Springer Nature)

2021年11月

Fuzzy Clustering in Assortative and Disassortative Networks

Ryoichi Kojima, Roberto Legaspi, Toshiaki Murofushi(Tokyo Institute of Technology)

Journal of Advanced Computational Intelligence and Intelligent Informatics

2021年11月

A Study on Metrics for Concept Drift Detection Based on Predictions and Parameters of Ensemble Model

Kei Yonekawa, Shuichiro Haruta, Tatsuya Konishi, Kazuhiro Saito, Hideki Asoh, Mori Kurokawa