Wei-Wei DuCIKM 2023 | DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate…DoRA is pre-trained with an intra-sample geographic prediction as the pretext task based on the metadata of the real estate for equipping…Sep 12, 2023Sep 12, 2023
Wei-Wei Du[ML Notes] Causal RecommendationA lecture tutorial notes of Causal Recommendation WWW-22Apr 6, 2023Apr 6, 2023
Wei-Wei Du[ML Notes] Multi-ModalitiesOverview of the current progress of Multi-modalities and paper notes (CLIP, ViLT, ALBEF, VLMo, BLIP, CoCa, BeiTv3)Mar 28, 2023Mar 28, 2023
Wei-Wei DuAAAI 2023 | Parameter-Efficient Large Foundation Models with Feature Representations for…First place in De-Factify workshop in AAAI-23. This is a joint work with Hong-Wei Wu, Wei-Yao Wang, and Prof. Wen-Chih Peng.Feb 28, 2023Feb 28, 2023
Wei-Wei DuAAAI 2023 | Look Around! A Neighbor Relation Graph Learning Framework for Real Estate AppraisalBest Paper Award @ AAAI 2023 MuFin Workshop. This is joint work with Chih-Chia Li, Wei-Yao Wang, and Prof. Wen-Chih Peng. Special thanks to…Feb 27, 2023Feb 27, 2023
Wei-Wei Du[ML Notes] LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning TasksNeurIPS 2022, Paper, CodeDec 18, 2022Dec 18, 2022
Wei-Wei Du[ML Notes] Chain of Thought (CoT) PromptingHow to design a good prompt?Dec 14, 2022Dec 14, 2022
Wei-Wei Du[ML Notes] CIKM2022 Keynote: Ensemble Learning Methods for Dirty DataTopic: Ensemble Learning Methods for Dirty Data, Speaker: Ling Liu, Date: Oct. 17, 2022Nov 6, 2022Nov 6, 2022
Wei-Wei DuCIKM 2022 | Track2Vec: Fairness Music Recommendation with a GPU-Free Customizable-Driven FrameworkIt’s my great pleasure to attend CIKM2022 @ Atlanta in person. This is a joint work with Wei-Yao Wang, and Prof. Wen-Chih Peng.Oct 29, 20221Oct 29, 20221