WeihongLi-ac / Awesome-Multi-Task-Learning Star 379 Code Issues Pull requests An up-to-date list of works on Multi-Task Learning machine-learning computer-vision deep-learning multi-task multi-task-learning cross-domain-learning loss-weight partially-supervised multi-domain-learning universal-representation Updated Mar 2, 2026
fajieyuan / SIGIR2020_peterrec Star 208 Code Issues Pull requests Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling transfer universal collaborative-filtering transformer recommender-system cold-start user recommendation transfer-learning profiling representation-learning cross-domain bert lifelong-learning continual-learning self-supervised-learning bert-model lifelong-machine-learning pretraining universal-representation Updated Mar 15, 2024 Python
fajieyuan / SIGIR2021_Conure Star 44 Code Issues Pull requests Pre-training and Lifelong learning for User Embedding and Recommender System user-profile transfer-learning general-purpose lifelong-learning user-representation universal-recommender continual-learning catastrophic-forgetting self-supervised-learning one-for-all pre-training lifelong-machine-learning universal-representation foundation-model Updated Mar 15, 2024 Python
VICO-UoE / UniversalRepresentations Star 43 Code Issues Pull requests Universal Representations: A Unified Look at Multiple Task and Domain Learning multitask-learning few-shot-learning multi-domain-learning universal-representation Updated Feb 23, 2024 Python
fajieyuan / recommendation_transfer_learning_pretraining Star 18 Code Issues Pull requests Pre-training and Transfer learning papers for recommendation universal transformers transformer cold-start transfer-learning pretrained-models user-modeling bert lifelong-learning user-representation self-supervised-learning bert-model user-profiles cross-domain-recommendation lifelong-machine-learning lifelong user-models universal-representation nextitnet lifelong-lear Updated Mar 9, 2024
fajieyuan / lifelong_learning_user_representation Star 7 Code Issues Pull requests learning universal user representation with lifelong learning mechanism for recommender systems recommender-system user recommendation transfer-learning user-modeling lifelong-learning finetune user-representation continual-learning pre-training user-profiles lifelong-machine-learning lifelong universal-representation Updated Feb 25, 2024