Original: https://ceur-ws.org/Vol-4183/ | Mirror: https://ceur-ws.wikidata.dbis.rwth-aachen.de/Vol-4183/ | Year: 2026

Vol-4183
urn:nbn:de:0074-4183-x

Copyright © 2026 for the individual papers by the papers' authors. Copyright © 2026 for the volume as a collection by its editors. This volume and its papers are published under https://creativecommons.org/licenses/by/4.0/.

StreamingCL 2026

Proceedings of the 1st Streaming Continual Learning Bridge at AAAI (StreamingCL 2026)
co-located with AAAI 2026

Singapore, January 21, 2026.

Edited by

Heitor Murilo Gomes
Andrea Cossu
Federico Giannini
Anton Lee
Nuwan Gunasekara
Emanuele Della Valle

Table of Contents

PDF
Human-Pedagogy Inspired LLM Fine-Tuning Paradigm for Lifelong Leaning and Continual Adaptation PDF
Nitin Vetcha
SOLAR : A Self-Optimizing Open-Ended Autonomous Agent for Lifelong Learning and Continual Adaptation PDF
Nitin Vetcha, Dianbo Liu
Tracking Adaptation Time: Metrics for Temporal Distribution Shift PDF
Lorenzo Iovine, Giacomo Ziffer, Emanuele Della Valle
Towards Streaming Continual Learning for Earth Observation Multimodal Foundation Models PDF
Marcello M. Declich
Bridging Streaming Continual Learning via In-Context Large Tabular Models PDF
Afonso Lourenço, João Gama, Eric P. Xing, Goreti Marreiros
Online Learning for Energy Consumption Forecasting in Heavy-Duty Electric Vehicles PDF
Yuantao Fan, Zhenkan Wang, Sławomir Nowaczyk
Online Learning Supported by Foundation Models for Anomaly Detection in Industrial Settings PDF
Aurora Esteban Toscano, Sepideh Pashami, Felix Nilsson, Luka Smeets, Sławomir Nowaczyk

2026-03-13: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|