3 papers
cs.LG2025
CRAFT: Time Series Forecasting with Cross-Future Behavior Awareness
Yingwei Zhang, Ke Bu, Zhuoran Zhuang +5
The past decades witness the significant advancements in time series forecasting (TSF) across various real-world domains, including e-commerce and disease spread prediction. Howeve…
econ.GN2022
Modeling Price Elasticity for Occupancy Prediction in Hotel Dynamic Pricing
Fanwei Zhu, Wendong Xiao, Yao Yu +6
Demand estimation plays an important role in dynamic pricing where the optimal price can be obtained via maximizing the revenue based on the demand curve. In online hotel booking p…
cs.IR2021
Itinerary-aware Personalized Deep Matching at Fliggy
Jia Xu, Ziyi Wang, Zulong Chen +3
Matching items for a user from a travel item pool of large cardinality have been the most important technology for increasing the business at Fliggy, one of the most popular online…