[NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning

[ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

[EMNLP 2025] Circuit-Aware Editing Enables Generalizable Knowledge Learners

[TMLR 22] "Queried Unlabeled Data Improves and Robustifies Class- Incremental Learning" by Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Animi, Zhangyang Wang

LingLang is an online learning platform where children can learn or continue learning a second or third language through games. In my professional capacity as a teacher of languages, I designed the website in response to Covid-19 (in 2020) to enable parents to continue to provide language lessons while home schooling. Using games and online classes, the idea is to create an online community where parents and their children can create new social enviornments and become part of a fun new unique way of learning.

This is a distributed training framework for continual and incremental learning for multi-label multi-class image tasks