Felipe Pérez

13 papers A* 4A 1Journal 3Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Document Summarization with Conformal Importance Guarantees.
CoRR
Bruce Kuwahara, Chen-Yuan Lin, Xiao Shi Huang, Kin Kwan Leung, Jullian Arta Yapeter, Ilya Stanevich, Felipe Pérez, Jesse C. Cresswell
2025 — conf
Investigating the Use of Competition and Cooperation-based Gamification in Computing Education: A Qualitative Study.
HICSS
Felipe Pérez, Wilk Oliveira, Anderson Corrêa de Lima, Amaury Antônio de Castro Junior, Juho Hamari
2025 J jnl
Optimal Boundary Control of Diffusion on Graphs via Linear Programming.
CoRR
Harbir Antil, Rainald Löhner, Felipe Pérez
2023 — conf
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation.
ACL (Findings)
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Pérez, Maksims Volkovs
2022 J jnl
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers.
CoRR
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Pérez, Maksims Volkovs
2022 A* conf
Improving Non-Autoregressive Translation Models Without Distillation.
ICLR
Xiao Shi Huang, Felipe Pérez, Maksims Volkovs
2022 A* conf
MCL: Mixed-Centric Loss for Collaborative Filtering.
WWW
Zhaolin Gao, Zhaoyue Cheng, Felipe Pérez, Jianing Sun, Maksims Volkovs
2022 — conf
Pre-Processing Techniques for Improving a Topological Map-Matching Algorithm.
SCCC
Carola Blazquez, Roberto León, Felipe Pérez, Luis Delgado
2021 A* conf
HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering.
WWW
Jianing Sun, Zhaoyue Cheng, Saba Zuberi, Felipe Pérez, Maksims Volkovs
2021 — conf
User Engagement Modeling with Deep Learning and Language Models.
RecSys Challenge
Maksims Volkovs, Felipe Pérez, Zhaoyue Cheng, Jianing Sun, Sajad Norouzi, Anson Wong, Pawel Jankiewicz, Barum Rho
2020 A* conf
Improving Transformer Optimization Through Better Initialization.
ICML
Xiao Shi Huang, Felipe Pérez, Jimmy Ba, Maksims Volkovs
2020 A conf
TAFA: Two-headed Attention Fused Autoencoder for Context-Aware Recommendations.
RecSys
Jin Peng Zhou, Zhaoyue Cheng, Felipe Pérez, Maksims Volkovs
2019 — conf
Robust contextual models for in-session personalization.
RecSys Challenge
Maksims Volkovs, Anson Wong, Zhaoyue Cheng, Felipe Pérez, Ilya Stanevich, Yichao Lu