Fast Hypothetical Reasoning by Parallel Processing. - Yutaka Matsuo; Mitsuru Ishizuka (PRICAI, 2000)

KeyWorld: Extracting Keywords from a Document as a Small World. - Yutaka Matsuo; Yukio Ohsawa; Mitsuru Ishizuka (Discovery Science, 2001)

A Document as a Small World. - Yutaka Matsuo; Yukio Ohsawa; Mitsuru Ishizuka (JSAI Workshops, 2001)

Two Different Summarization Methods at NTCIR3-TSC2: Coverage Oriented and Focus Oriented. - Naoaki Okazaki; Yutaka Matsuo; Naohiro Matsumura; Hironori Tomobe; Mitsuru Ishizuka (NTCIR, 2002)

Two Transformations of Clauses into Constraints and Their Properties for Cost-Based Hypothetical Reasoning. - Yutaka Matsuo; Mitsuru Ishizuka (PRICAI, 2002)

Browsing support by highlighting keywords based on a user's browsing history. - Yutaka Matsuo; Hayato Fukuta; Mitsuru Ishizuka (SMC, 2002)

Featuring web communities based on word co-occurrence structure of communications: 736. - Yukio Ohsawa; Hirotaka Soma; Yutaka Matsuo; Naohiro Matsumura; Masaki Usui (WWW, 2002)

SL method for computing a near-optimal solution using linear and non-linear programming in cost-based hypothetical reasoning. - Mitsuru Ishizuka; Yutaka Matsuo (Knowl. Based Syst., 2002)

Prediction, Forecasting, and Chance Discovery. - Yutaka Matsuo (Chance Discovery, 2003)

Sentence Extraction by Spreading Activation with Refined Similarity Measure. - Naoaki Okazaki; Yutaka Matsuo; Naohiro Matsumura; Mitsuru Ishizuka (FLAIRS, 2003)

Story-Based Planning in Theme Park. - Yutaka Matsuo; Shigeyoshi Hiratsuka; Tomohisa Yamashita; Akira Takagi; Naoaki Okazaki; Takuji Tokiwa; Koichi Kurumatani (MAMUS, 2003)

Word Weighting Based on User's Browsing History. - Yutaka Matsuo (User Modeling, 2003)

Mining Social Network of Conference Participants from the Web. - Yutaka Matsuo; Hironori Tomobe; Kôiti Hasida; Mitsuru Ishizuka (Web Intelligence, 2003)

Social Network Extraction of Conference Participants. - Hironori Tomobe; Yutaka Matsuo; Kôiti Hasida; Mitsuru Ishizuka (WWW (Posters), 2003)

Average-Clicks: A New Measure of Distance on the World Wide Web. - Yutaka Matsuo; Yukio Ohsawa; Mitsuru Ishizuka (J. Intell. Inf. Syst., 2003)

Improving Chronological Sentence Ordering by Precedence Relation. - Naoaki Okazaki; Yutaka Matsuo; Mitsuru Ishizuka (COLING, 2004)

Finding Social Network for Trust Calculation. - Yutaka Matsuo; Hironori Tomobe; Kôiti Hasida; Mitsuru Ishizuka (ECAI, 2004)

Smart navigation by lightweight components coordination in ubiquitous computing. - Shigeyoshi Hiratsuka; Yutaka Matsuo; Akio Sashima; Akira Takagi; Noriaki Izumi; Koichi Kurumatani (IROS, 2004)

Social Network and Spatial Semantics for Real-World Information Service. - Yutaka Matsuo (MMAS, 2004)

TISS: An Integrated Summarization System for TSC-3. - Naoaki Okazaki; Yutaka Matsuo; Mitsuru Ishizuka (NTCIR, 2004)

Spatial Function Representation and Retrieval. - Yutaka Matsuo; Akira Takagi; Shigeyoshi Hiratsuka; Kôiti Hasida; Hideyuki Nakashima (PRICAI, 2004)

Coherent Arrangement of Sentences Extracted from Multiple Newspaper Articles. - Naoaki Okazaki; Yutaka Matsuo; Mitsuru Ishizuka (PRICAI, 2004)

Keyword Extraction from the Web for Personal Metadata Annotation. - Junichiro Mori; Yutaka Matsuo; Mitsuru Ishizuka; Boi Faltings (SemAnnot@ISWC, 2004)

Keyword extraction from a single document using word co-occurrence statistical information. - Yutaka Matsuo; Mitsuru Ishizuka (Int. J. Artif. Intell. Tools, 2004)

Real-world oriented information sharing using social networks. - Junichiro Mori; Tatsuhiko Sugiyama; Yutaka Matsuo (GROUP, 2005)

Analysis of User's Relation and Reading Activity in Weblogs. - Tadanobu Furukawa; Tomofumi Matsuzawa; Yutaka Matsuo; Koki Uchiyama; Masayuki Takeda (JSAI Workshops, 2005)

Improving chronological ordering of sentences extracted from multiple newspaper articles. - Naoaki Okazaki; Yutaka Matsuo; Mitsuru Ishizuka (ACM Trans. Asian Lang. Inf. Process., 2005)

Spinning Multiple Social Networks for Semantic Web. - Yutaka Matsuo; Masahiro Hamasaki; Yoshiyuki Nakamura; Takuichi Nishimura; Kôiti Hasida; Hideaki Takeda 001; Junichiro Mori; Danushka Bollegala; Mitsuru Ishizuka (AAAI, 2006)

Users' Behavioral Analysis on Weblogs. - Tadanobu Furukawa; Yutaka Matsuo; Tomofumi Matsuzawa; Masayuki Takeda; Koki Uchiyama (AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs, 2006)

A Weblog Grounded to the Real World. - Kosuke Numa; Hideaki Takeda 001; Hiroki Uematsu; Takuichi Nishimura; Yutaka Matsuo; Masahiro Hamasaki; Noriyuki Fujimura; Keisuke Ishida; Tom Hope; Yoshiyuki Nakamura; Satoshi Fujiyoshi; Kazuya Sakamoto; et al. (AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs, 2006)

Behavioral Analysis Based on Relations in Weblogs. - Tadanobu Furukawa; Tomofumi Matsuzawa; Yutaka Matsuo; Koki Uchiyama; Masayuki Takeda (ASWC, 2006)

Community Focused Social Network Extraction. - Masahiro Hamasaki; Yutaka Matsuo; Keisuke Ishida; Yoshiyuki Nakamura; Takuichi Nishimura; Hideaki Takeda 001 (ASWC, 2006)

Extracting Key Phrases to Disambiguate Personal Names on the Web. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (CICLing, 2006)

Disambiguating Personal Names on the Web Using Automatically Extracted Key Phrases. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (ECAI, 2006)

Graph-based Word Clustering using a Web Search Engine. - Yutaka Matsuo; Takeshi Sakaki; Koki Uchiyama; Mitsuru Ishizuka (EMNLP, 2006)

Doing Community: Co-construction of Meaning and Use with Interactive Information Kiosks. - Tom Hope; Masahiro Hamasaki; Yutaka Matsuo; Yoshiyuki Nakamura; Noriyuki Fujimura; Takuichi Nishimura (UbiComp, 2006)

Extracting Relations in Social Networks from the Web Using Similarity Between Collective Contexts. - Junichiro Mori; Takumi Tsujishita; Yutaka Matsuo; Mitsuru Ishizuka (ISWC, 2006)

Context-Aware Weblog to Enhance Communication among Participants in a Conference. - Kosuke Numa; Hideaki Takeda 001; Takuichi Nishimura; Yutaka Matsuo; Masahiro Hamasaki; Noriyuki Fujimura; Keisuke Ishida; Tom Hope; Yoshiyuki Nakamura; Satoshi Fujiyoshi; Kazuya Sakamoto; Hiroshi Nagata; et al. (WEBIST (1), 2006)

POLYPHONET: an advanced social network extraction system from the web. - Yutaka Matsuo; Junichiro Mori; Masahiro Hamasaki; Keisuke Ishida; Takuichi Nishimura; Hideaki Takeda 001; Kôiti Hasida; Mitsuru Ishizuka (WWW, 2006)

Analyzing Reading Behavior by Blog Mining. - Tadanobu Furukawa; Mitsuru Ishizuka; Yutaka Matsuo; Ikki Ohmukai; Koki Uchiyama (AAAI, 2007)

Robust Estimation of Google Counts for Social Network Extraction. - Yutaka Matsuo; Hironori Tomobe; Takuichi Nishimura (AAAI, 2007)

Relation Extraction from Wikipedia Using Subtree Mining. - Dat P. T. Nguyen; Yutaka Matsuo; Mitsuru Ishizuka (AAAI, 2007)

Socially embedded multi agent based simulation of financial market. - Kiyoshi Izumi; Hiroki Matsui; Yutaka Matsuo (AAMAS, 2007)

Emergence of global network property based on multi-agent voting model. - Kousuke Shinoda; Yutaka Matsuo; Hideyuki Nakashima (AAMAS, 2007)

A Self-Impact Analysis by Artificial Market Simulation. - Kiyoshi Izumi; Hiroki Matsui; Yutaka Matsuo (CIDM, 2007)

Extracting Social Networks Among Various Entities on the Web. - Jin Yingzi; Yutaka Matsuo; Mitsuru Ishizuka (ESWC, 2007)

Social Networks and Reading Bahavior in Blogosphere. - Tadanobu Furukawa; Yutaka Matsuo; Ikki Ohmukai; Koki Uchiyama; Mitsuru Ishizuka (ICWSM, 2007)

Diffusion of Recommendation through a Trust Network. - Yutaka Matsuo; Hikaru Yamamoto (ICWSM, 2007)

Inferring Long-term User Properties Based on Users' Location History. - Yutaka Matsuo; Naoaki Okazaki; Kiyoshi Izumi; Yoshiyuki Nakamura; Takuichi Nishimura; Kôiti Hasida; Hideyuki Nakashima (IJCAI, 2007)

Extracting Keyphrases to Represent Relations in Social Networks from Web. - Junichiro Mori; Mitsuru Ishizuka; Yutaka Matsuo (IJCAI, 2007)

An Integrated Approach to Measuring Semantic Similarity between Words Using Information Available on the Web. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (HLT-NAACL, 2007)

Subtree Mining for Relation Extraction from Wikipedia. - Dat P. T. Nguyen; Yutaka Matsuo; Mitsuru Ishizuka (HLT-NAACL (Short Papers), 2007)

Generating Social Network Features for Link-Based Classification. - Jun Karamon; Yutaka Matsuo; Hikaru Yamamoto; Mitsuru Ishizuka (PKDD, 2007)

An Augmented Tagging Scheme with Triple Tagging and Collective Filtering. - Jie Yang 006; Yutaka Matsuo; Mitsuru Ishizuka (Web Intelligence, 2007)

Extracting Inter-Firm Networks fromWorldWideWeb. - Jin Yingzi; Yutaka Matsuo; Mitsuru Ishizuka (CEC/EEE, 2007)

Measuring semantic similarity between words using web search engines. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (WWW, 2007)

Integration of artificial market simulation and text mining for market analysis. - Kiyoshi Izumi; Hiroki Matsui; Yutaka Matsuo (Soft Comput., 2007)

POLYPHONET: An advanced social network extraction system from the Web. - Yutaka Matsuo; Junichiro Mori; Masahiro Hamasaki; Takuichi Nishimura; Hideaki Takeda 001; Kôiti Hasida; Mitsuru Ishizuka (J. Web Semant., 2007)

Generating Useful Network-based Features for Analyzing Social Networks. - Jun Karamon; Yutaka Matsuo; Mitsuru Ishizuka (AAAI, 2008)

WWW sits the SAT: Measuring Relational Similarity on the Web. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (ECAI, 2008)

Extracting Topics and Innovators Using Topic Diffusion Process in Weblogs. - Tadanobu Furukawa; Yutaka Matsuo; Ikki Ohmukai; Koki Uchiyama; Mitsuru Ishizuka (ICWSM, 2008)

A Co-occurrence Graph-based Approach for Personal Name Alias Extraction from Anchor Texts. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (IJCNLP, 2008)

Mining Scholarly Semantic Networks from the Web. - Mizuki Oka; Yutaka Matsuo (IV, 2008)

Annotating an Extension Layer of Semantic Structure for Natural Language Text. - Yulan Yan; Yutaka Matsuo; Mitsuru Ishizuka; Toshio Yokoi (ICSC, 2008)

Automatically Extracting Personal Name Aliases from the Web. - Danushka Bollegala; Taiki Honma; Yutaka Matsuo; Mitsuru Ishizuka (GoTAL, 2008)

Relation Classification for Semantic Structure Annotation of Text. - Yulan Yan; Yutaka Matsuo; Mitsuru Ishizuka; Toshio Yokoi (Web Intelligence, 2008)

Mining for personal name aliases on the web. - Danushka Bollegala; Taiki Honma; Yutaka Matsuo; Mitsuru Ishizuka (WWW, 2008)

Extracting inter-firm networks from the World Wide Web using a general-purpose search engine. - Jin Yingzi; Mitsuru Ishizuka; Yutaka Matsuo (Online Inf. Rev., 2008)

Unsupervised Relation Extraction by Mining Wikipedia Texts Using Information from the Web. - Yulan Yan; Naoaki Okazaki; Yutaka Matsuo; Zhenglu Yang; Mitsuru Ishizuka (ACL/IJCNLP, 2009)

Ranking Learning on the Web by Integrating Network-Based Features. - Yingzi Jin; Yutaka Matsuo; Mitsuru Ishizuka (ASONAM, 2009)

Semantic Twitter: Analyzing Tweets for Real-Time Event Notification. - Makoto Okazaki; Yutaka Matsuo (BlogTalk, 2009)

A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (EMNLP, 2009)

Graph Based Multi-View Learning for CDL Relation Classification. - Haibo Li 002; Yutaka Matsuo; Mitsuru Ishizuka (ICSC, 2009)

Predicting Customer Models Using Behavior-Based Features in Shops. - Junichiro Mori; Yutaka Matsuo; Hitoshi Koshiba; Kenro Aihara; Hideaki Takeda 001 (UMAP, 2009)

Measuring the similarity between implicit semantic relations using web search engines. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (WSDM, 2009)

Measuring the similarity between implicit semantic relations from the web. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (WWW, 2009)

Community gravity: measuring bidirectional effects by trust and rating on online social networks. - Yutaka Matsuo; Hikaru Yamamoto (WWW, 2009)

A New Shallow Semantic Parser for Describing the Concept Structure of Text. - Yulan Yan; Yutaka Matsuo; Mitsuru Ishizuka (Int. J. Semantic Comput., 2009)

Semantic Relation Extraction Based on Semi-supervised Learning. - Haibo Li 002; Yutaka Matsuo; Mitsuru Ishizuka (AIRS, 2010)

Multi-View Clustering with Web and Linguistic Features for Relation Extraction. - Yulan Yan; Haibo Li 002; Yutaka Matsuo; Zhenglu Yang; Mitsuru Ishizuka (APWeb, 2010)

Multi-view Bootstrapping for Relation Extraction by Exploring Web Features and Linguistic Features. - Yulan Yan; Haibo Li 002; Yutaka Matsuo; Mitsuru Ishizuka (CICLing, 2010)

How to Become Famous in the Microblog World. - Takeshi Sakaki; Yutaka Matsuo (ICWSM, 2010)

Prediction of social bookmarking based on a behavior transition model. - Tadanobu Furukawa; Seishi Okamoto; Yutaka Matsuo; Mitsuru Ishizuka (SAC, 2010)

Relations Expansion: Extracting Relationship Instances from the Web. - Haibo Li 002; Yutaka Matsuo; Mitsuru Ishizuka (Web Intelligence, 2010)

Relational duality: unsupervised extraction of semantic relations between entities on the web. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (WWW, 2010)

Earthquake shakes Twitter users: real-time event detection by social sensors. - Takeshi Sakaki; Makoto Okazaki; Yutaka Matsuo (WWW, 2010)

Graph Based Multi-View Learning for Semantic Relation Extraction. - Haibo Li 002; Yutaka Matsuo; Mitsuru Ishizuka (Int. J. Semantic Comput., 2010)

Ranking Learning Entities on the Web by Integrating Network-Based Features. - Yingzi Jin; Yutaka Matsuo; Mitsuru Ishizuka (Mining and Analyzing Social Networks, 2010)

Using Graph Based Method to Improve Bootstrapping Relation Extraction. - Haibo Li 002; Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (CICLing (2), 2011)

Collaborative exploratory search in real-world context. - Naoki Tani; Danushka Bollegala; Naiwala P. Chandrasiri; Keisuke Okamoto; Kazunari Nawa; Shuhei Iitsuka; Yutaka Matsuo (CIKM, 2011)

Tweet trend analysis in an emergency situation. - Takeshi Sakaki; Fujio Toriumi; Yutaka Matsuo (SWID@CoNEXT, 2011)

Relation Adaptation: Learning to Extract Novel Relations with Minimum Supervision. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (IJCAI, 2011)

Mining Longitudinal Network for Predicting Company Value. - Yingzi Jin; Ching-Yung Lin; Yutaka Matsuo; Mitsuru Ishizuka (IJCAI, 2011)

From actors, politicians, to CEOs: domain adaptation of relational extractors using a latent relational mapping. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (WWW (Companion Volume), 2011)

A self organizing document map algorithm for large scale hyperlinked data inspired by neuronal migration. - Kotaro Nakayama; Yutaka Matsuo (WWW (Companion Volume), 2011)

A Supervised Classification Approach for Measuring Relational Similarity between Word Pairs. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (IEICE Trans. Inf. Syst., 2011)

Automatic Discovery of Personal Name Aliases from the Web. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (IEEE Trans. Knowl. Data Eng., 2011)

A Web Search Engine-Based Approach to Measure Semantic Similarity between Words. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (IEEE Trans. Knowl. Data Eng., 2011)

Rating Prediction by Correcting User Rating Bias. - Masanao Ochi; Yutaka Matsuo; Makoto Okabe; Rikio Onai (Web Intelligence, 2012)

Automatic Annotation of Ambiguous Personal Names on the Web. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (Comput. Intell., 2012)

Measuring the Degree of Synonymy between Words Using Relational Similarity between Word Pairs as a Proxy. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (IEICE Trans. Inf. Syst., 2012)

Mining dynamic social networks from public news articles for company value prediction. - Yingzi Jin; Ching-Yung Lin; Yutaka Matsuo; Mitsuru Ishizuka (Soc. Netw. Anal. Min., 2012)

Discovering Behavior Patterns from Social Data for Managing Personal Life. - Rui Pan; Masanao Ochi; Yutaka Matsuo (AAAI Spring Symposium: Data Driven Wellness, 2013)

Identifying Customer Preferences about Tourism Products Using an Aspect-based Opinion Mining Approach. - Edison Marrese-Taylor; Juan D. Velásquez 001; Felipe Bravo-Marquez; Yutaka Matsuo (KES, 2013)

Like prediction: modeling like counts by bridging facebook pages with linked data. - Shohei Ohsawa; Yutaka Matsuo (WWW (Companion Volume), 2013)

Regional analysis of user interactions on social media in times of disaster. - Takeshi Sakaki; Fujio Toriumi; Kousuke Shinoda; Kazuhiro Kazama; Satoshi Kurihara; Itsuki Noda; Yutaka Matsuo (WWW (Companion Volume), 2013)

Minimally Supervised Novel Relation Extraction Using a Latent Relational Mapping. - Danushka Bollegala; Yutaka Matsuo; Mitsuru Ishizuka (IEEE Trans. Knowl. Data Eng., 2013)

Tweet Analysis for Real-Time Event Detection and Earthquake Reporting System Development. - Takeshi Sakaki; Makoto Okazaki; Yutaka Matsuo (IEEE Trans. Knowl. Data Eng., 2013)

MIGSOM: A SOM Algorithm for Large Scale Hyperlinked Documents Inspired by Neuronal Migration. - Kotaro Nakayama; Yutaka Matsuo (DASFAA (1), 2014)

Road Sensing: Personal Sensing and Machine Learning for Development of Large Scale Accessibility Map. - Yusuke Iwasawa; Koya Nagamine; Yutaka Matsuo; Ikuko Eguchi Yairi (ASSETS, 2015)

Toward an Automatic Road Accessibility Information Collecting and Sharing Based on Human Behavior Sensing Technologies of Wheelchair Users. - Yusuke Iwasawa; Kouya Nagamine; Ikuko Eguchi Yairi; Yutaka Matsuo (EUSPN/ICTH, 2015)

An estimation of wheelchair user's muscle fatigue by accelerometers on smart devices. - Koya Nagamine; Yusuke Iwasawa; Yutaka Matsuo; Ikuko Eguchi Yairi (UbiComp/ISWC Adjunct, 2015)

Website Optimization Problem and Its Solutions. - Shuhei Iitsuka; Yutaka Matsuo (KDD, 2015)

Understanding Rating Behaviour and Predicting Ratings by Identifying Representative Users. - Rahul Kamath; Masanao Ochi; Yutaka Matsuo (PACLIC, 2015)

Whole Brain Architecture Approach Is a Feasible Way Toward an Artificial General Intelligence. - Hiroshi Yamakawa; Masahiko Osawa; Yutaka Matsuo (ICONIP (1), 2016)

Using the web to support political analysis: identifying legislative bill ideology in the chilean parliament. - Pablo Loyola; Francisco Szederkenyi; Yutaka Matsuo (WebSci, 2016)

Neural Machine Translation with Latent Semantic of Image and Text. - Joji Toyama; Masanori Misono; Masahiro Suzuki 001; Kotaro Nakayama; Yutaka Matsuo (CoRR, 2016)

Combining Human Action Sensing of Wheelchair Users and Machine Learning for Autonomous Accessibility Data Collection. - Yusuke Iwasawa; Ikuko Eguchi Yairi; Yutaka Matsuo (IEICE Trans. Inf. Syst., 2016)

A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes. - Pablo Loyola; Edison Marrese-Taylor; Yutaka Matsuo (ACL (2), 2017)

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection. - Mohammadamin Barekatain; Miquel Martí; Hsueh-Fu Shih; Samuel Murray; Kotaro Nakayama; Yutaka Matsuo; Helmut Prendinger (CVPR Workshops, 2017)

Replication issues in syntax-based aspect extraction for opinion mining. - Edison Marrese-Taylor; Yutaka Matsuo (EACL (Student Research Workshop), 2017)

Extractive Summarization Using Multi-Task Learning with Document Classification. - Masaru Isonuma; Toru Fujino; Junichiro Mori; Yutaka Matsuo; Ichiro Sakata (EMNLP, 2017)

Joint Multimodal Learning with Deep Generative Models. - Masahiro Suzuki 001; Kotaro Nakayama; Yutaka Matsuo (ICLR (Workshop), 2017)

Learning graph representations for defect prediction. - Pablo Loyola; Yutaka Matsuo (ICSE (Companion Volume), 2017)

Privacy Issues Regarding the Application of DNNs to Activity-Recognition using Wearables and Its Countermeasures by Use of Adversarial Training. - Yusuke Iwasawa; Kotaro Nakayama; Ikuko Yairi; Yutaka Matsuo (IJCAI, 2017)

Learning Feature Representations from Change Dependency Graphs for Defect Prediction. - Pablo Loyola; Yutaka Matsuo (ISSRE, 2017)

Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. - Jorge A. Balazs; Edison Marrese-Taylor; Pablo Loyola; Yutaka Matsuo (RepEval@EMNLP, 2017)

Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN. - Edison Marrese-Taylor; Jorge A. Balazs; Yutaka Matsuo (WASSA@EMNLP, 2017)

EmoAtt at EmoInt-2017: Inner attention sentence embedding for Emotion Intensity. - Edison Marrese-Taylor; Yutaka Matsuo (WASSA@EMNLP, 2017)

Inferring win-lose product network from user behavior. - Shuhei Iitsuka; Kazuya Kawakami; Seigen Hagiwara; Takayoshi Kawakami; Takayuki Hamada; Yutaka Matsuo (WI, 2017)

Learning to Automatically Generate Fill-In-The-Blank Quizzes. - Edison Marrese-Taylor; Ai Nakajima; Yutaka Matsuo; Yuichi Ono (NLP-TEA@ACL, 2018)

Virtual Reality as a User-friendly Interface for Learning from Demonstrations. - Nishanth Koganti; Abdul Rahman Abdul Ghani; Yusuke Iwasawa; Kotaro Nakayama; Yutaka Matsuo (CHI Extended Abstracts, 2018)

End-to-End Deep Knowledge Tracing by Learning Binary Question-Embedding. - Hiromi Nakagawa; Yusuke Iwasawa; Yutaka Matsuo (ICDM Workshops, 2018)

Designing Efficient Neural Attention Systems Towards Achieving Human-level Sharp Vision. - Abdul Rahman Abdul Ghani; Nishanth Koganti; Alfredo Solano; Yusuke Iwasawa; Kotaro Nakayama; Yutaka Matsuo (ICLR (Workshop), 2018)

Censoring Representations with Multiple-Adversaries over Random Subspaces. - Yusuke Iwasawa; Kotaro Nakayama; Yutaka Matsuo (ICLR (Workshop), 2018)

Neuron as an Agent. - Shohei Ohsawa; Kei Akuzawa; Tatsuya Matsushima; Gustavo Bezerra; Yusuke Iwasawa; Hiroshi Kajino; Seiya Takenaka; Yutaka Matsuo (ICLR (Workshop), 2018)

Extending Robust Adversarial Reinforcement Learning Considering Adaptation and Diversity. - Hiroaki Shioya; Yusuke Iwasawa; Yutaka Matsuo (ICLR (Workshop), 2018)

Expert-based reward function training: the novel method to train sequence generators. - Joji Toyama; Yusuke Iwasawa; Kotaro Nakayama; Yutaka Matsuo (ICLR (Workshop), 2018)

Content Aware Source Code Change Description Generation. - Pablo Loyola; Edison Marrese-Taylor; Jorge A. Balazs; Yutaka Matsuo; Fumiko Satoh (INLG, 2018)

Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder. - Kei Akuzawa; Yusuke Iwasawa; Yutaka Matsuo (INTERSPEECH, 2018)

IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets. - Edison Marrese-Taylor; Suzana Ilic; Jorge A. Balazs; Helmut Prendinger; Yutaka Matsuo (SemEval@NAACL-HLT, 2018)

IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations. - Jorge A. Balazs; Edison Marrese-Taylor; Yutaka Matsuo (WASSA@EMNLP, 2018)

Deep contextualized word representations for detecting sarcasm and irony. - Suzana Ilic; Edison Marrese-Taylor; Jorge A. Balazs; Yutaka Matsuo (WASSA@EMNLP, 2018)

Improving Bi-directional Generation between Different Modalities with Variational Autoencoders. - Masahiro Suzuki 001; Kotaro Nakayama; Yutaka Matsuo (CoRR, 2018)

Renewal of the Major Fields from New Generation Computing Vol. 36 (2018). - Masayuki Numao; Yutaka Matsuo; Ayumi Shinohara; Masaki Suwa (New Gener. Comput., 2018)

An Edit-centric Approach for Wikipedia Article Quality Assessment. - Edison Marrese-Taylor; Pablo Loyola; Yutaka Matsuo (W-NUT@EMNLP, 2019)

UVTON: UV Mapping to Consider the 3D Structure of a Human in Image-Based Virtual Try-On Network. - Shizuma Kubo; Yusuke Iwasawa; Masahiro Suzuki 001; Yutaka Matsuo (ICCV Workshops, 2019)

Dual Space Learning with variational Autoencoders. - Hirono Okamoto; Masahiro Suzuki 001; Itto Higuchi; Shohei Ohsawa; Yutaka Matsuo (DGS@ICLR, 2019)

Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study. - Jorge A. Balazs; Yutaka Matsuo (NAACL-HLT (Student Research Workshop), 2019)

Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization. - Kei Akuzawa; Yusuke Iwasawa; Yutaka Matsuo (ECML/PKDD (2), 2019)

Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network. - Hiromi Nakagawa; Yusuke Iwasawa; Yutaka Matsuo (WI, 2019)

UAV-Based Situational Awareness System Using Deep Learning. - Rúben Geraldes; Artur Goncalves; Tin Lai; Mathias Villerabel; Wenlong Deng; Ana Salta; Kotaro Nakayama; Yutaka Matsuo; Helmut Prendinger (IEEE Access, 2019)

Multi-class structural damage segmentation using fully convolutional networks. - Juan Jose Rubio; Takahiro Kashiwa; Teera Laiteerapong; Wenlong Deng; Kohei Nagai; Sergio Escalera; Kotaro Nakayama; Yutaka Matsuo; Helmut Prendinger (Comput. Ind., 2019)

Estimating Spatiotemporal Information from Behavioral Sensing Data of Wheelchair Users by Machine Learning Technologies. - Ikuko Eguchi Yairi; Hiroki Takahashi; Takumi Watanabe; Kouya Nagamine; Yusuke Fukushima; Yutaka Matsuo; Yusuke Iwasawa (Inf., 2019)

Renewal of the Major Fields from New Generation Computing Vol. 37 (2019). - Masayuki Numao; Yutaka Matsuo; Kouzou Ohara; Fujio Toriumi (New Gener. Comput., 2019)

VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling. - Machel Reid; Edison Marrese-Taylor; Yutaka Matsuo (EMNLP (1), 2020)

Gravity of Location-Based Service: Analyzing the Effects for Mobility Pattern and Location Prediction. - Keiichi Ochiai; Yusuke Fukazawa; Wataru Yamada; Hiroyuki Manabe; Yutaka Matsuo (ICWSM, 2020)

Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective. - Yusuke Iwasawa; Kei Akuzawa; Yutaka Matsuo (IJCAI, 2020)

Learning to Describe Editing Activities in Collaborative Environments: A Case Study on GitHub and Wikipedia. - Edison Marrese-Taylor; Pablo Loyola; Jorge A. Balazs; Yutaka Matsuo (PACLIC, 2020)

Combining Pretrained High-Resource Embeddings and Subword Representations for Low-Resource Languages. - Machel Reid; Edison Marrese-Taylor; Yutaka Matsuo (AfricaNLP, 2020)

Character-level Japanese Text Generation with Attention Mechanism for Chest Radiography Diagnosis. - Kenya Sakka; Kotaro Nakayama; Nisei Kimura; Taiki Inoue; Yusuke Iwasawa; Ryohei Yamaguchi; Yoshimasa Kawazoe; Kazuhiko Ohe; Yutaka Matsuo (CoRR, 2020)

A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews. - Edison Marrese-Taylor; Cristian Rodriguez Opazo; Jorge A. Balazs; Stephen Gould; Yutaka Matsuo (CoRR, 2020)

Epipolar-Guided Deep Object Matching for Scene Change Detection. - Kento Doi; Ryuhei Hamaguchi; Shun Iwase; Rio Yokota; Yutaka Matsuo; Ken Sakurada (CoRR, 2020)

Modeling Task Uncertainty for Safe Meta-Imitation Learning. - Tatsuya Matsushima; Naruya Kondo; Yusuke Iwasawa; Kaoru Nasuno; Yutaka Matsuo (Frontiers Robotics AI, 2020)

Weakly Supervised Learning for Evaluating Road Surface Condition from Wheelchair Driving Data. - Takumi Watanabe; Hiroki Takahashi; Yusuke Iwasawa; Yutaka Matsuo; Ikuko Eguchi Yairi (Inf., 2020)

Special Features of Deep Learning and Symbol Emergence. - Yutaka Matsuo (New Gener. Comput., 2020)

Renewal of the Major Fields of New Generation Computing Vol. 38 (2020). - Masayuki Numao; Yutaka Matsuo; Shinnosuke Seki 001 (New Gener. Comput., 2020)

Variational Inference for Learning Representations of Natural Language Edits. - Edison Marrese-Taylor; Machel Reid; Yutaka Matsuo (AAAI, 2021)

Making Use of Latent Space in Language GANs for Generating Diverse Text without Pre-training. - Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo (EACL (Student Research Workshop), 2021)

AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages. - Machel Reid; Junjie Hu 001; Graham Neubig; Yutaka Matsuo (EMNLP (1), 2021)

Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers. - Machel Reid; Edison Marrese-Taylor; Yutaka Matsuo (EMNLP (Findings), 2021)

Group Equivariant Conditional Neural Processes. - Makoto Kawano; Wataru Kumagai; Akiyoshi Sannai; Yusuke Iwasawa; Yutaka Matsuo (ICLR, 2021)

Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization. - Tatsuya Matsushima; Hiroki Furuta; Yutaka Matsuo; Ofir Nachum; Shixiang Gu (ICLR, 2021)

Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning. - Hiroki Furuta; Tatsuya Matsushima; Tadashi Kozuno; Yutaka Matsuo; Sergey Levine; Ofir Nachum; Shixiang Shane Gu (ICML, 2021)

Development of IPSJ Data Science Curriculum Standard. - Tetsuro Kakeshita; Kazuo Ishii; Yoshiharu Ishikawa; Hitoshi Matsubara; Yutaka Matsuo; Tsuyoshi Murata; Miyuki Nakano; Takako Nakatani; Haruhiko Okumura; Naoko Takahashi; Norimitsu Takahashi; Gyo Uchida; et al. (OCCE, 2021)

Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning. - Kei Akuzawa; Yusuke Iwasawa; Yutaka Matsuo (L4DC, 2021)

Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning. - Hiroki Furuta; Tadashi Kozuno; Tatsuya Matsushima; Yutaka Matsuo; Shixiang Shane Gu (NeurIPS, 2021)

Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization. - Yusuke Iwasawa; Yutaka Matsuo (NeurIPS, 2021)

Wheelchair Behavior Recognition for Visualizing Sidewalk Accessibility by Deep Neural Networks. - Takumi Watanabe; Hiroki Takahashi; Goh Sato; Yusuke Iwasawa; Yutaka Matsuo; Ikuko Eguchi Yairi (CoRR, 2021)

Identifying Co-Adaptation of Algorithmic and Implementational Innovations in Deep Reinforcement Learning: A Taxonomy and Case Study of Inference-based Algorithms. - Hiroki Furuta; Tadashi Kozuno; Tatsuya Matsushima; Yutaka Matsuo; Shixiang Shane Gu (CoRR, 2021)

Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL. - Kei Akuzawa; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2021)

Pixyz: a library for developing deep generative models. - Masahiro Suzuki 001; Takaaki Kaneko; Yutaka Matsuo (CoRR, 2021)

Amortized Prompt: Lightweight Fine-Tuning for CLIP in Domain Generalization. - Xin Zhang; Yusuke Iwasawa; Yutaka Matsuo; Shixiang Shane Gu (CoRR, 2021)

VaxNeRF: Revisiting the Classic for Voxel-Accelerated Neural Radiance Field. - Naruya Kondo; Yuya Ikeda; Andrea Tagliasacchi; Yutaka Matsuo; Yoichi Ochiai; Shixiang Shane Gu (CoRR, 2021)

Tool as Embodiment for Recursive Manipulation. - Yuki Noguchi; Tatsuya Matsushima; Yutaka Matsuo; Shixiang Shane Gu (CoRR, 2021)

Information-theoretic regularization for learning global features by sequential VAE. - Kei Akuzawa; Yusuke Iwasawa; Yutaka Matsuo (Mach. Learn., 2021)

Graph-based knowledge tracing: Modeling student proficiency using graph neural networks. - Hiromi Nakagawa; Yusuke Iwasawa; Yutaka Matsuo (Web Intell., 2021)

On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing. - Itsuki Okimura; Machel Reid; Makoto Kawano; Yutaka Matsuo (Insights@ACL, 2022)

Improving Jejueo-Korean Translation With Cross-Lingual Pretraining Using Japanese and Korean. - Francis Zheng; Edison Marrese-Taylor; Yutaka Matsuo (WAT@COLING, 2022)

Drone-vs-Bird Detection Challenge at ICIAP 2021. - Angelo Coluccia; Alessio Fascista; Arne Schumann; Lars Sommer; Anastasios Dimou; Dimitrios Zarpalas; Nabin Sharma; Mrunalini Nalamati; Ogulcan Eryuksel; Kamil Anil Ozfuttu; Fatih Cagatay Akyon; Kadir Sahin; et al. (ICIAP Workshops, 2022)

Evaluation of Fully Convolutional One-Stage Object Detection for Drone Detection. - Abhijeet Nayak; Mondher Bouazizi; Tasweer Ahmad; Artur Gonçalves; Bastien Rigault; Raghvendra Jain; Yutaka Matsuo; Helmut Prendinger (ICIAP Workshops, 2022)

Generalized Decision Transformer for Offline Hindsight Information Matching. - Hiroki Furuta; Yutaka Matsuo; Shixiang Shane Gu (ICLR, 2022)

Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment. - Takeshi Kojima; Yutaka Matsuo; Yusuke Iwasawa (IJCAI, 2022)

Large Language Models are Zero-Shot Reasoners. - Takeshi Kojima; Shixiang Shane Gu; Machel Reid; Yutaka Matsuo; Yusuke Iwasawa (NeurIPS, 2022)

Langevin Autoencoders for Learning Deep Latent Variable Models. - Shohei Taniguchi; Yusuke Iwasawa; Wataru Kumagai; Yutaka Matsuo (NeurIPS, 2022)

World robot challenge 2020 - partner robot: a data-driven approach for room tidying with mobile manipulator. - Tatsuya Matsushima; Yuki Noguchi; Jumpei Arima; Toshiki Aoki; Yuki Okita; Yuya Ikeda; Koki Ishimoto; Shohei Taniguchi; Yuki Yamashita; Shoichi Seto; Shixiang Shane Gu; Yusuke Iwasawa; et al. (Adv. Robotics, 2022)

A survey of multimodal deep generative models. - Masahiro Suzuki 001; Yutaka Matsuo (Adv. Robotics, 2022)

Special issue on Symbol Emergence in Robotics and Cognitive Systems (I). - Tadahiro Taniguchi; Takayuki Nagai; Shingo Shimoda; Angelo Cangelosi; Yiannis Demiris; Yutaka Matsuo; Kenji Doya; Tetsuya Ogata; Lorenzo Jamone; Yukie Nagai; Emre Ugur; Daichi Mochihashi; et al. (Adv. Robotics, 2022)

Special issue on symbol emergence in robotics and cognitive systems (II). - Tadahiro Taniguchi; Takayuki Nagai; Shingo Shimoda; Angelo Cangelosi; Yiannis Demiris; Yutaka Matsuo; Kenji Doya; Tetsuya Ogata; Lorenzo Jamone; Yukie Nagai; Emre Ugur; Daichi Mochihashi; et al. (Adv. Robotics, 2022)

Recognition of All Categories of Entities by AI. - Hiroshi Yamakawa; Yutaka Matsuo (CoRR, 2022)

Deep Billboards towards Lossless Real2Sim in Virtual Reality. - Naruya Kondo; So Kuroki; Ryosuke Hyakuta; Yutaka Matsuo; Shixiang Shane Gu; Yoichi Ochiai (CoRR, 2022)

Collective Intelligence for Object Manipulation with Mobile Robots. - So Kuroki; Tatsuya Matsushima; Jumpei Arima; Yutaka Matsuo; Shixiang Shane Gu; Yujin Tang (CoRR, 2022)

Realtime Fewshot Portrait Stylization Based On Geometric Alignment. - Xinrui Wang; Zhuoru Li; Xiao Zhou; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2022)

Deep learning with RGB and thermal images onboard a drone for monitoring operations. - Simon Speth; Artur Gonçalves; Bastien Rigault; Satoshi Suzuki; Mondher Bouazizi; Yutaka Matsuo; Helmut Prendinger (J. Field Robotics, 2022)

Fixing the Train-test Objective Discrepancy: Iterative Image Inpainting for Unsupervised Anomaly Detection. - Hitoshi Nakanishi; Masahiro Suzuki 001; Yutaka Matsuo (J. Inf. Process., 2022)

Renewal of the Major Fields of New Generation Computing Vol. 40 (2022). - Masayuki Numao; Yutaka Matsuo; Yoji Kiyota (New Gener. Comput., 2022)

Deep learning, reinforcement learning, and world models. - Yutaka Matsuo; Yann LeCun; Maneesh Sahani; Doina Precup; David Silver; Masashi Sugiyama; Eiji Uchibe; Jun Morimoto (Neural Networks, 2022)

Face-mask-aware Facial Expression Recognition based on Face Parsing and Vision Transformer. - Bo Yang 057; Jianming Wu; Kazushi Ikeda; Gen Hattori; Masaru Sugano; Yusuke Iwasawa; Yutaka Matsuo (Pattern Recognit. Lett., 2022)

Detecting Object-Level Scene Changes in Images with Viewpoint Differences Using Graph Matching. - Kento Doi; Ryuhei Hamaguchi; Yusuke Iwasawa; Masaki Onishi; Yutaka Matsuo; Ken Sakurada (Remote. Sens., 2022)

Detecting Human Actions in Drone Images Using YoloV5 and Stochastic Gradient Boosting. - Tasweer Ahmad; Marc Cavazza; Yutaka Matsuo; Helmut Prendinger (Sensors, 2022)

Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text. - Qi Cao; Takeshi Kojima; Yutaka Matsuo; Yusuke Iwasawa (EMNLP, 2023)

A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation. - Hiroki Furuta; Yusuke Iwasawa; Yutaka Matsuo; Shixiang Shane Gu (ICLR, 2023)

Interaction-Based Disentanglement of Entities for Object-Centric World Models. - Akihiro Nakano; Masahiro Suzuki 001; Yutaka Matsuo (ICLR, 2023)

Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice. - Toshinori Kitamura; Tadashi Kozuno; Yunhao Tang; Nino Vieillard; Michal Valko; Wenhao Yang; Jincheng Mei; Pierre Ménard; Mohammad Gheshlaghi Azar; Rémi Munos; Olivier Pietquin; Matthieu Geist; et al. (ICML, 2023)

End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization. - Shohei Taniguchi; Masahiro Suzuki 001; Yusuke Iwasawa; Yutaka Matsuo (ICML, 2023)

Target-Aware Contextual Political Bias Detection in News. - Iffat Maab; Edison Marrese-Taylor; Yutaka Matsuo (IJCNLP (1), 2023)

Improving the Robustness to Variations of Objects and Instructions with a Neuro-Symbolic Approach for Interactive Instruction Following. - Kazutoshi Shinoda; Yuki Takezawa; Masahiro Suzuki 001; Yusuke Iwasawa; Yutaka Matsuo (MMM (2), 2023)

DreamSparse: Escaping from Plato's Cave with 2D Diffusion Model Given Sparse Views. - Paul Yoo; Jiaxian Guo; Yutaka Matsuo; Shixiang Shane Gu (NeurIPS, 2023)

Towards Better Evaluation for Formality-Controlled English-Japanese Machine Translation. - Edison Marrese-Taylor; Pin Chen Wang; Yutaka Matsuo (WMT, 2023)

Multimodal Sequential Generative Models for Semi-Supervised Language Instruction Following. - Kei Akuzawa; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2023)

Multimodal Web Navigation with Instruction-Finetuned Foundation Models. - Hiroki Furuta; Ofir Nachum; Kuang-Huei Lee; Yutaka Matsuo; Shixiang Shane Gu; Izzeddin Gur (CoRR, 2023)

DreamSparse: Escaping from Plato's Cave with 2D Frozen Diffusion Model Given Sparse Views. - Paul Yoo; Jiaxian Guo; Yutaka Matsuo; Shixiang Shane Gu (CoRR, 2023)

Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model. - Xin Zhang; Jiaxian Guo; Paul Yoo; Yutaka Matsuo; Yusuke Iwasawa (CoRR, 2023)

GenORM: Generalizable One-shot Rope Manipulation with Parameter-Aware Policy. - So Kuroki; Jiaxian Guo; Tatsuya Matsushima; Takuya Okubo; Masato Kobayashi; Yuya Ikeda; Ryosuke Takanami; Paul Yoo; Yutaka Matsuo; Yusuke Iwasawa (CoRR, 2023)

Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4. - Jiaxian Guo; Bo Yang 057; Paul Yoo; Bill Yuchen Lin; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2023)

TRAIL Team Description Paper for RoboCup@Home 2023. - Chikaha Tsuji; Dai Komukai; Mimo Shirasaka; Hikaru Wada; Tsunekazu Omija; Aoi Horo; Daiki Furuta; Saki Yamaguchi; So Ikoma; Soshi Tsunashima; Masato Kobayashi; Koki Ishimoto; et al. (CoRR, 2023)

Grokking Tickets: Lottery Tickets Accelerate Grokking. - Gouki Minegishi; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2023)

Language Model Agents Suffer from Compositional Generalization in Web Automation. - Hiroki Furuta; Yutaka Matsuo; Aleksandra Faust; Izzeddin Gur (CoRR, 2023)

HAWK-Net: Hierarchical Attention Weighted Top-K Network for High-resolution Image Classification. - Hitoshi Nakanishi; Masahiro Suzuki 001; Yutaka Matsuo (J. Inf. Process., 2023)

Deep Learning Pipeline for Spotting Macro- and Micro-expressions in Long Video Sequences Based on Action Units and Optical Flow. - Bo Yang 057; Jianming Wu; Kazushi Ikeda; Gen Hattori; Masaru Sugano; Yusuke Iwasawa; Yutaka Matsuo (Pattern Recognit. Lett., 2023)

Robustifying Vision Transformer Without Retraining from Scratch Using Attention-Based Test-Time Adaptation. - Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo (New Gener. Comput., 2023)

New Generation Computing Becomes the Official Journal of the Japanese Society for Artificial Intelligence. - Yutaka Matsuo; Ryutaro Ichise; Yoji Kiyota (New Gener. Comput., 2023)

Collective Intelligence for 2D Push Manipulations With Mobile Robots. - So Kuroki; Tatsuya Matsushima; Jumpei Arima; Hiroki Furuta; Yutaka Matsuo; Shixiang Shane Gu; Yujin Tang (IEEE Robotics Autom. Lett., 2023)

Learning global spatial information for multi-view object-centric models. - Yuya Kobayashi; Masahiro Suzuki 001; Yutaka Matsuo (Adv. Robotics, 2023)

Pixyz: a Python library for developing deep generative models. - Masahiro Suzuki 001; Takaaki Kaneko; Yutaka Matsuo (Adv. Robotics, 2023)

Anomalous diffusion in a randomly modulated velocity field. - Noriaki Aibara; Naoaki Fujimoto; So Katagiri; Yutaka Matsuo; Yoshiki Matsuoka; Akio Sugamoto; Ken Yokoyama; Tsukasa Yumibayashi (Commun. Nonlinear Sci. Numer. Simul., 2023)

Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks. - Andrew Gambardella; Yusuke Iwasawa; Yutaka Matsuo (ACL (Short Papers), 2024)

Improving Low-Resource Machine Translation for Formosan Languages Using Bilingual Lexical Resources. - Francis Zheng; Edison Marrese-Taylor; Yutaka Matsuo (ACL (Findings), 2024)

KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques. - Rui Yang 016; Haoran Liu; Edison Marrese-Taylor; Qingcheng Zeng; Yuhe Ke; Wanxin Li; Lechao Cheng; Qingyu Chen 001; James Caverlee; Yutaka Matsuo; Irene Li (BioNLP@ACL, 2024)

Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? - Fumiya Uchiyama; Takeshi Kojima; Andrew Gambardella; Qi Cao; Yusuke Iwasawa; Yutaka Matsuo (EMNLP, 2024)

Paste and Harmonize via Denoising: Subject-Driven Image Editing with Frozen Pre-Trained Diffusion Model. - Xin Zhang; Jiaxian Guo; Paul Yoo; Yutaka Matsuo; Yusuke Iwasawa (ICASSP, 2024)

Multimodal Web Navigation with Instruction-Finetuned Foundation Models. - Hiroki Furuta; Kuang-Huei Lee; Ofir Nachum; Yutaka Matsuo; Aleksandra Faust; Shixiang Shane Gu; Izzeddin Gur (ICLR, 2024)

A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis. - Izzeddin Gur; Hiroki Furuta; Austin V. Huang; Mustafa Safdari; Yutaka Matsuo; Douglas Eck; Aleksandra Faust (ICLR, 2024)

GenDOM: Generalizable One-shot Deformable Object Manipulation with Parameter-Aware Policy. - So Kuroki; Jiaxian Guo; Tatsuya Matsushima; Takuya Okubo; Masato Kobayashi; Yuya Ikeda; Ryosuke Takanami; Paul Yoo; Yutaka Matsuo; Yusuke Iwasawa (ICRA, 2024)

Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration. - Abby O'Neill; Abdul Rehman; Abhiram Maddukuri; Abhishek Gupta 004; Abhishek Padalkar; Abraham Lee; Acorn Pooley; Agrim Gupta; Ajay Mandlekar; Ajinkya Jain; Albert Tung; Alex Bewley; et al. (ICRA, 2024)

Self-Recovery Prompting: Promptable General Purpose Service Robot System with Foundation Models and Self-Recovery. - Mimo Shirasaka; Tatsuya Matsushima; Soshi Tsunashima; Yuya Ikeda; Aoi Horo; So Ikoma; Chikaha Tsuji; Hikaru Wada; Tsunekazu Omija; Dai Komukai; Yutaka Matsuo; Yusuke Iwasawa (ICRA, 2024)

On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific Neurons. - Takeshi Kojima; Itsuki Okimura; Yusuke Iwasawa; Hitomi Yanaka; Yutaka Matsuo (NAACL-HLT, 2024)

Media Bias Detection Across Families of Language Models. - Iffat Maab; Edison Marrese-Taylor; Sebastian Padó; Yutaka Matsuo (NAACL-HLT, 2024)

Geometric-Averaged Preference Optimization for Soft Preference Labels. - Hiroki Furuta; Kuang-Huei Lee; Shixiang Shane Gu; Yutaka Matsuo; Aleksandra Faust; Heiga Zen; Izzeddin Gur (NeurIPS, 2024)

ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate. - Shohei Taniguchi; Keno Harada; Gouki Minegishi; Yuta Oshima; Seong Cheol Jeong; Go Nagahara; Tomoshi Iiyama; Masahiro Suzuki 001; Yusuke Iwasawa; Yutaka Matsuo (NeurIPS, 2024)

Technology roadmap toward the completion of whole-brain architecture with BRA-driven development. - Hiroshi Yamakawa; Yoshimasa Tawatsuji; Yuta Ashihara; Ayako Fukawa; Naoya Arakawa; Koichi Takahashi; Yutaka Matsuo (Cogn. Syst. Res., 2024)

A Policy Gradient Primal-Dual Algorithm for Constrained MDPs with Uniform PAC Guarantees. - Toshinori Kitamura; Tadashi Kozuno; Masahiro Kato; Yuki Ichihara; Soichiro Nishimori; Akiyoshi Sannai; Sho Sonoda; Wataru Kumagai; Yutaka Matsuo (CoRR, 2024)

Interpreting Grokked Transformers in Complex Modular Arithmetic. - Hiroki Furuta; Gouki Minegishi; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2024)

SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces. - Yuta Oshima; Shohei Taniguchi; Masahiro Suzuki 001; Yutaka Matsuo (CoRR, 2024)

The Embodied World Model Based on LLM with Visual Information and Prediction-Oriented Prompts. - Wakana Haijima; Kou Nakakubo; Masahiro Suzuki 001; Yutaka Matsuo (CoRR, 2024)

CityNav: Language-Goal Aerial Navigation Dataset with Geographic Information. - Jungdae Lee; Taiki Miyanishi; Shuhei Kurita; Koya Sakamoto; Daichi Azuma; Yutaka Matsuo; Nakamasa Inoue (CoRR, 2024)

Enhancing Unimodal Latent Representations in Multimodal VAEs through Iterative Amortized Inference. - Yuta Oshima; Masahiro Suzuki 001; Yutaka Matsuo (CoRR, 2024)

Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases. - Cristian Meo; Akihiro Nakano; Mircea Lica; Aniket Didolkar; Masahiro Suzuki 001; Anirudh Goyal; Mengmi Zhang; Justin Dauwels; Yutaka Matsuo; Yoshua Bengio (CoRR, 2024)

Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback. - Hiroki Furuta; Heiga Zen; Dale Schuurmans; Aleksandra Faust; Yutaka Matsuo; Percy Liang; Sherry Yang 001 (CoRR, 2024)

Polarity Classification of Low Resource Roman Urdu and Movie Reviews Sentiments Using Machine Learning-Based Ensemble Approaches. - Muhammad Ehtisham Hassan; Iffat Maab; Masroor Hussain; Usman Habib; Yutaka Matsuo (IEEE Open J. Comput. Soc., 2024)

Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web. - Hiroki Furuta; Yutaka Matsuo; Aleksandra Faust; Izzeddin Gur (Trans. Mach. Learn. Res., 2024)

Towards Empirical Interpretation of Internal Circuits and Properties in Grokked Transformers on Modular Polynomials. - Hiroki Furuta; Gouki Minegishi; Yusuke Iwasawa; Yutaka Matsuo (Trans. Mach. Learn. Res., 2024)

Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning. - Shota Takashiro; Takeshi Kojima; Andrew Gambardella; Qi Cao; Yusuke Iwasawa; Yutaka Matsuo (ACL (Findings), 2025)

Slender-Mamba: Fully Quantized Mamba in 1.58 Bits From Head to Toe. - Zhenxuan Yu; Takeshi Kojima; Yutaka Matsuo; Yusuke Iwasawa (COLING, 2025)

Image Referenced Sketch Colorization Based on Animation Creation Workflow. - Dingkun Yan; Xinrui Wang; Zhuoru Li; Suguru Saito; Yusuke Iwasawa; Yutaka Matsuo; Jiaxian Guo (CVPR, 2025)

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form. - Toshinori Kitamura; Tadashi Kozuno; Wataru Kumagai; Kenta Hoshino; Yohei Hosoe; Kazumi Kasaura; Masashi Hamaya; Paavo Parmas; Yutaka Matsuo (ICLR, 2025)

Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words. - Gouki Minegishi; Hiroki Furuta; Yusuke Iwasawa; Yutaka Matsuo (ICLR, 2025)

Language Models can Categorize System Inputs for Performance Analysis. - Dominic Sobhani; Ruiqi Zhong; Edison Marrese-Taylor; Keisuke Sakaguchi; Yutaka Matsuo (NAACL (Long Papers), 2025)

Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge. - Meiyun Wang; Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo (NAACL (Findings), 2025)

Real-time data-efficient portrait stylization via geometric alignment. - Xinrui Wang; Zhuoru Li; Xuanyu Yin; Xiao Zhou; Yusuke Iwasawa; Yutaka Matsuo; Jiaxian Guo (Neural Networks, 2025)

Continual Pre-training on Character-level Noisy Texts Makes Decoder-based Language Models Robust Few-shot Learners. - Takeshi Kojima; Yutaka Matsuo; Yusuke Iwasawa (Trans. Assoc. Comput. Linguistics, 2025)

Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks. - Gouki Minegishi; Yusuke Iwasawa; Yutaka Matsuo (Trans. Mach. Learn. Res., 2025)

The Geometry of Phase Transitions in Diffusion Models: Tubular Neighbourhoods and Singularities. - Manato Yaguchi; Kotaro Sakamoto; Ryosuke Sakamoto; Masato Tanabe; Masatomo Akagawa; Yusuke Hayashi; Masahiro Suzuki 001; Yutaka Matsuo (Trans. Mach. Learn. Res., 2025)

Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection. - Bo Yang 057; Jiaxian Guo; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)

Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search. - Yuta Oshima; Masahiro Suzuki 001; Yutaka Matsuo; Hiroki Furuta (CoRR, 2025)

Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation. - Toshinori Kitamura; Arnob Ghosh; Tadashi Kozuno; Wataru Kumagai; Kazumi Kasaura; Kenta Hoshino; Yohei Hosoe; Yutaka Matsuo (CoRR, 2025)

Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization. - Ru Wang; Wei Huang; Selena Song; Haoyu Zhang; Yusuke Iwasawa; Yutaka Matsuo; Jiaxian Guo (CoRR, 2025)

MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation. - Weihao Xuan; Rui Yang 016; Heli Qi; Qingcheng Zeng; Yunze Xiao; Yun Xing; Junjue Wang; Huitao Li; Xin Li 079; Kunyu Yu; Nan Liu 003; Qingyu Chen 001; et al. (CoRR, 2025)

A Causal Inference Approach for Quantifying Research Impact. - Keiichi Ochiai; Yutaka Matsuo (CoRR, 2025)

MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering. - Feiyang Li; Yingjian Chen; Haoran Liu; Rui Yang 016; Han Yuan; Yuang Jiang; Tianxiao Li; Edison Marrese-Taylor; Hossein Rouhizadeh; Yusuke Iwasawa; Douglas Teodoro; Yutaka Matsuo; et al. (CoRR, 2025)

ColorizeDiffusion v2: Enhancing Reference-based Sketch Colorization Through Separating Utilities. - Dingkun Yan; Xinrui Wang; Yusuke Iwasawa; Yutaka Matsuo; Suguru Saito; Jiaxian Guo (CoRR, 2025)

A Comprehensive Survey on Physical Risk Control in the Era of Foundation Model-enabled Robotics. - Takeshi Kojima; Yaonan Zhu; Yusuke Iwasawa; Toshinori Kitamura; Gang Yan; Shu Morikuni; Ryosuke Takanami; Alfredo Solano; Tatsuya Matsushima; Akiko Murakami; Yutaka Matsuo (CoRR, 2025)

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence. - Gouki Minegishi; Hiroki Furuta; Shohei Taniguchi; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)

Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar. - Andrew Gambardella; Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)

Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties. - Gouki Minegishi; Hiroki Furuta; Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)

SPARK: Graph-Based Online Semantic Integration System for Robot Task Planning. - Mimo Shirasaka; Yuya Ikeda; Tatsuya Matsushima; Yutaka Matsuo; Yusuke Iwasawa (CoRR, 2025)

How Semantically Informative is an Image?: Measuring the Covariance-Weighted Norm of Contrastive Learning Embeddings. - Fumiya Uchiyama; Rintaro Yanagi; Shohei Taniguchi; Shota Takashiro; Masahiro Suzuki 001; Hirokatsu Kataoka; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)

GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields. - Shunsuke Yasuki; Taiki Miyanishi; Nakamasa Inoue; Shuhei Kurita; Koya Sakamoto; Daichi Azuma; Masato Taki; Yutaka Matsuo (CoRR, 2025)

Dynamic Injection of Entity Knowledge into Dense Retrievers. - Ikuya Yamada; Ryokan Ri; Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)

Retrieve-Augmented Generation for Speeding up Diffusion Policy without Additional Training. - Sodtavilan Odonchimed; Tatsuya Matsushima; Simon Holk; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)

AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots. - Xinjie Zhao; Moritz Blum; Fan Gao; Yingjian Chen; Boming Yang; Luis Marquez-Carpintero; Monica Pina-Navarro; Yanran Fu; So Morikawa; Yusuke Iwasawa; Yutaka Matsuo; Chanjun Park; et al. (CoRR, 2025)