Ping Yu

ConRec: A Software Framework for Context-Aware Recommendation Based on Dynamic and Personalized Context

2015

Contextual information is proven helpful to recommender system. And context-aware recommender system(CARS) has been applied in various applications. To improve the accuracy of context-aware recommendation and make recommender application development easier, we develop a lightweight …

Rooftop photovoltaics potential assessment：A framework to integrate technological, economic, environmental and social benefit

2020 · E3S Web of Conferences

Buildings have a significant impact on global and local energy demand and climate change. Consequently, the issue of photovoltaic (PV) potential assessment of building roofs have been extensively studied. Although studies have adopted different methods …

OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization

2022 · arXiv (Cornell University)

Recent work has shown that fine-tuning large pre-trained language models on a collection of tasks described via instructions, a.k.a. instruction-tuning, improves their zero and few-shot generalization to unseen tasks. However, there is a limited understanding …