Search Results for author: Yunan Ye

Found 3 papers, 1 papers with code

Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search

no code implementations24 Apr 2024 Yanjing Wu, Yinfu Feng, Jian Wang, WenJi Zhou, Yunan Ye, Rong Xiao

To overcome these problems, we introduce an efficient Hierarchical encoding-decoding Generative retrieval method (Hi-Gen) for large-scale personalized E-commerce search systems.

Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States

1 code implementation9 Feb 2020 Yunan Ye, Hengzhi Pei, Boxin Wang, Pin-Yu Chen, Yada Zhu, Jun Xiao, Bo Li

Our framework aims to address two unique challenges in financial PM: (1) data heterogeneity -- the collected information for each asset is usually diverse, noisy and imbalanced (e. g., news articles); and (2) environment uncertainty -- the financial market is versatile and non-stationary.

Management reinforcement-learning +1

Video Question Answering via Attribute-Augmented Attention Network Learning

no code implementations20 Jul 2017 Yunan Ye, Zhou Zhao, Yimeng Li, Long Chen, Jun Xiao, Yueting Zhuang

Video Question Answering is a challenging problem in visual information retrieval, which provides the answer to the referenced video content according to the question.

Attribute Information Retrieval +6

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