CoLLAs 2025

📢 Exciting News! The Fourth Conference on Lifelong Learning Agents (CoLLAs 2025) will be held at the University of Pennsylvania (@Penn) in Philadelphia, USA 🇺🇸 🗓️ Important Dates: Abstract Deadline: Feb 21, 2025 Submission Deadline: Feb 26, 2025 Conference Dates: Aug 11 - Aug…

📢 About 2 weeks to go until #CoLLAs2025! Here’s what you need to make the most of it. 🗓 Program: lifelong-ml.cc/Conferences/20… ✅ Accepted Papers: lifelong-ml.cc/Conferences/20… 📍 Venue & Local Info: lifelong-ml.cc/Conferences/20… 🔗 Registration & conference details:…

📢 Present your recent work at #CoLLAs2025! Our Journal/Sister Conference Track invites papers published in top-tier venues (e.g., @JmlrOrg @TmlrOrg @NeurIPSConf @iclr_conf etc) on lifelong learning, continual learning, curriculum, meta & federated learning, adaptation in LLMs,…

📢 Just 8 weeks until #CoLLAs2025! Modern ML thrives in benchmarks but struggles in the wild. CoLLAs is where we tackle non-stationarity head-on: catastrophic forgetting, distribution shift, continual RL, online adaptation, and lifelong learning for ML. 📍 Aug 11–14 @Penn 🧠…

⏳ 1 week left to submit to the CoLLAs 2025 Workshop Track! Perfect for early-stage ideas, interdisciplinary work, or papers under review. This year’s spotlight: 🧠 Lifelong Learning in Cognitive Science 📅 Deadline: May 22, 2025 (AoE) 📍 Posters at CoLLAs 2025 🔗…

⏰ Reminder: CoLLAs 2025 Workshop Track CFP is still open! Have ongoing work or a paper under review? Submit it to our Workshop Track — a great venue for early ideas and interdisciplinary work! 🧠 This year features a spotlight on Lifelong Learning in Cognitive Science 📅…

Submit your tutorial proposal or topic/presenter suggestions to [email protected] by April 30!

📢 Extended Deadline – #CoLLAs2025 Tutorials 📢 Good news! You now have until April 30, 2025 (AoE) to submit your tutorial proposals! 🧠📚 We welcome topics in continual learning, LLMs, neuroscience-inspired AI & more. 🔗 lifelong-ml.cc Have a topic suggestion?…

🌟 New at CoLLAs2025! 🌟 We’re inviting applications for our Early-Career Spotlight Program—a chance for rising researchers to present their vision & trajectory in lifelong learning. 📅 Apply by May 26, 2025 📢 30-min invited talk + blog feature 🔗 lifelong-ml.cc/Conferences/20……

📢 Call for Papers – CoLLAs 2025 Workshop Track! 📢 Got ongoing work or a paper under review? Submit to the #CoLLAs2025 Workshop Track! This year, we’re also highlighting Lifelong Learning in Cognitive Science 🧠✨ 🔹 Deadline: May 22, 2025 (AoE) 🔹 Accepted papers will be…

📢 Call for Tutorials – #CoLLAs2025 📢 We’re inviting proposals for 2-hour tutorials on topics in continual learning, non-stationary learning, LLM adaptation, neuroscience-inspired learning, and more! 🧠📚 🔹 Submission deadline: April 15, 2025 (AoE) Have a topic suggestion?…

We are excited for your talk!

🚨 Invited Speaker Announcement! 🚨 We’re excited to announce that Dr. Cristina Savin will be an invited speaker at #CoLLAs2025! 🎤 Dr. Savin is a Professor at @nyuniversity, working at the intersection of neuroscience and machine learning. Her research explores how biological…

🚨 Invited Speaker Announcement! 🚨 We’re excited to announce that Dr. Qiang Yang will be an invited speaker at #CoLLAs2025! 🎤 Dr. Yang is an Emeritus Professor at Hong Kong University of Science and Technology (@HKUSTCSE) and Chief AI Officer at WeBank (@WeBankCN) renowned…

🚨 Invited Speaker Announcement! 🚨 We’re excited to announce that Dr. Stephanie Chan (@scychan_brains) will be an invited speaker at #CoLLAs2025! 🎤 Dr. Chan is a research scientist at @GoogleDeepMind , working at the intersection of neuroscience and AI to build systems that…

🌍 CoLLAs 2025: Supporting Our Community 🌍 At #CoLLAs2025, we continue our commitment to fostering an inclusive and accessible research community with: ✅ Reimbursable early registration & visa support – Register early to secure an invitation letter. Full refunds (minus a…