ProfileOfResearchers

Identified 27

TITLE: Spectral Manifold Harmonization for Graph Imbalanced Regression
AUTHORS: Brenda Nogueira; Gabe Gomes; Meng Jiang; Nitesh V Chawla; Nuno Moniz;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.01132

INDEXED IN:

DBLP

IN MY:

DBLP

TITLE: Leveraging Artificial Intelligence to Bridge Gaps in Pediatric Oncology Care for Marginalized Spanish-Speaking Communities
AUTHORS: Grigorii Khvatskii; Angélica García Martínez; Deng Pan; Matthew Belcher; Gerónimo Medrano Loera; Dayana Pineda Pérez; Juan Emmanuel Ferrari Muñoz Ledo; Horacio Márquez González; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025

INDEXED IN:

DBLP

IN MY:

DBLP

TITLE: Fast Explanations via Policy Gradient-Optimized Explainer
AUTHORS: Deng Pan; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2025, SOURCE: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025

INDEXED IN:

DBLP

IN MY:

DBLP

TITLE: Towards Fairness with Limited Demographics via Disentangled Learning
AUTHORS: Zichong Wang; Anqi Wu; Nuno Moniz; Shu Hu; Bart P Knijnenburg; Xingquan Zhu; Wenbin Zhang;
PUBLISHED: 2025, SOURCE: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025

INDEXED IN:

DBLP

IN MY:

DBLP

TITLE: LLMs4All: A Review on Large Language Models for Research and Applications in Academic Disciplines
AUTHORS: Yanfang Ye; Zheyuan Zhang; Tianyi Ma; Zehong Wang; Yiyang Li; Shifu Hou; Weixiang Sun; Kaiwen Shi; Yijun Ma; Wei Song; Ahmed Abbasi; Ying Cheng; Jane Cleland Huang; Steven Corcelli; Robert Goulding; Ming Hu; Ting Hua; John Lalor; Fang Liu; Tengfei Luo; Ed Maginn; Nuno Moniz; Jason Rohr; Brett Savoie; Daniel Slate; Tom Stapleford; Matthew Webber; Olaf Wiest; Johnny Zhang; Nitesh V Chawla; ...More
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2509.19580

INDEXED IN:

DBLP

IN MY:

DBLP

TITLE: Are we Making Much Progress? Revisiting Chemical Reaction Yield Prediction from an Imbalanced Regression Perspective
AUTHORS: Yihong Ma; Xiaobao Huang; Bozhao Nan; Nuno Moniz; Xiangliang Zhang; Olaf Wiest; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

INDEXED IN:

DBLP

CrossRef: 1

IN MY:

ORCID |

DBLP

TITLE: Conformalized Selective Regression
AUTHORS: Anna Sokol; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.16300

INDEXED IN:

DBLP

IN MY:

DBLP

TITLE: AnyLoss: Transforming Classification Metrics into Loss Functions
AUTHORS: Do Heon Han; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024, VOLUME: 28

INDEXED IN:

DBLP

CrossRef

IN MY:

ORCID |

DBLP

TITLE: Fast Explainability via Feasible Concept Sets Generator
AUTHORS: Deng Pan; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.18664

INDEXED IN:

DBLP

IN MY:

DBLP

TITLE: Synthetic Data Outliers: Navigating Identity Disclosure
AUTHORS: Trindade, Carolina; Antunes, Luis ; Carvalho, Tania; Moniz, Nuno;
PUBLISHED: 2024, SOURCE: International Conference on Privacy in Statistical Databases (PSD) in PRIVACY IN STATISTICAL DATABASES, PSD 2024, VOLUME: 14915

INDEXED IN: