Pablo Loyola

24 papers A* 1A 3B 3C 1Journal 7Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization.
CoRR
Pablo Loyola, Kento Hasegawa, Andres Hoyos-Idobro, Kazuo Ono, Toyotaro Suzumura, Yu Hirate, Masanao Yamaoka
2023 A* conf
Exploring 360-Degree View of Customers for Lookalike Modeling.
SIGIR
Md. Mostafizur Rahman, Daisuke Kikuta, Satyen Abrol, Yu Hirate, Toyotaro Suzumura, Pablo Loyola, Takuma Ebisu, Manoj Kondapaka
2023 J jnl
Exploring 360-Degree View of Customers for Lookalike Modeling.
CoRR
Md. Mostafizur Rahman, Daisuke Kikuta, Satyen Abrol, Yu Hirate, Toyotaro Suzumura, Pablo Loyola, Takuma Ebisu, Manoj Kondapaka
2023 J jnl
Perceptual Structure in the Absence of Grounding for LLMs: The Impact of Abstractedness and Subjectivity in Color Language.
CoRR
Pablo Loyola, Edison Marrese-Taylor, Andres Hoyos-Idobro
2023 — conf
Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs.
EMNLP (Findings)
Pablo Loyola, Edison Marrese-Taylor, Andrés Hoyos Idrobo
2022 J jnl
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation.
CoRR
Daisuke Kikuta, Toyotaro Suzumura, Md. Mostafizur Rahman, Yu Hirate, Satyen Abrol, Manoj Kondapaka, Takuma Ebisu, Pablo Loyola
2022 B conf
Konveyor Move2Kube: A Framework For Automated Application Replatforming.
CLOUD
Padmanabha Venkatagiri Seshadri, Harikrishnan Balagopal, Akash Nayak, Ashok Pon Kumar, Pablo Loyola
2021 B conf
Konveyor Move2Kube: Automated Replatforming of Applications to Kubernetes.
CLOUD
Padmanabha Venkatagiri Seshadri, Harikrishnan Balagopal, Pablo Loyola, Akash Nayak, Chander Govindarajan, Mudit Verma, Ashok Pon Kumar, Amith Singhee
2020 — conf
Automating Domain Squatting Detection Using Representation Learning.
IEEE BigData
Pablo Loyola, Kugamoorthy Gajananan, Hirokuni Kitahara, Yuji Watanabe, Fumiko Satoh
2020 C conf
Learning to Describe Editing Activities in Collaborative Environments: A Case Study on GitHub and Wikipedia.
PACLIC
Edison Marrese-Taylor, Pablo Loyola, Jorge A. Balazs, Yutaka Matsuo
2019 — conf
An Edit-centric Approach for Wikipedia Article Quality Assessment.
W-NUT@EMNLP
Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
2019 J jnl
An Edit-centric Approach for Wikipedia Article Quality Assessment.
CoRR
Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
2018 A conf
Bug Localization by Learning to Rank and Represent Bug Inducing Changes.
CIKM
Pablo Loyola, Kugamoorthy Gajananan, Fumiko Satoh
2018 B conf
Content Aware Source Code Change Description Generation.
INLG
Pablo Loyola, Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo, Fumiko Satoh
2018 — conf
Modeling Sentiment Polarity in Support Ticket Data for Predicting Cloud Service Subscription Renewal.
SCC
Kugamoorthy Gajananan, Pablo Loyola, Yasuharu Katsuno, Asim Munawar, Scott Trent, Fumiko Satoh
2018 — conf
Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning.
SemEval@NAACL-HLT
Pablo Loyola, Kugamoorthy Gajananan, Yuji Watanabe, Fumiko Satoh
2017 — conf
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes.
ACL (2)
Pablo Loyola, Edison Marrese-Taylor, Yutaka Matsuo
2017 J jnl
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes.
CoRR
Pablo Loyola, Edison Marrese-Taylor, Yutaka Matsuo
2017 A conf
Learning Feature Representations from Change Dependency Graphs for Defect Prediction.
ISSRE
Pablo Loyola, Yutaka Matsuo
2017 — conf
Learning graph representations for defect prediction.
ICSE (Companion Volume)
Pablo Loyola, Yutaka Matsuo
2017 A conf
Modeling User Session and Intent with an Attention-based Encoder-Decoder Architecture.
RecSys
Pablo Loyola, Chen Liu, Yu Hirate
2017 — conf
Refining Raw Sentence Representations for Textual Entailment Recognition via Attention.
RepEval@EMNLP
Jorge A. Balazs, Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
2017 J jnl
Refining Raw Sentence Representations for Textual Entailment Recognition via Attention.
CoRR
Jorge A. Balazs, Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
2016 — conf
Using the web to support political analysis: identifying legislative bill ideology in the chilean parliament.
WebSci
Pablo Loyola, Francisco Szederkenyi, Yutaka Matsuo