Xiao Ma
4 papers in the PaperMetrix corpus
Papers by this author
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Personalized Scientific Paper Recommendation Based on Heterogeneous Graph Representation
2019 · IEEE Access
The accelerating rate of scientific publications makes it extremely difficult for researchers to find out the relevant papers and related works. Recommender systems that aim at solving the information overload problem have attracted lots of …
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Contrastive Variational Model-Based Reinforcement Learning for Complex Observations.
2020 · arXiv (Cornell University)
Deep model-based reinforcement learning (MBRL) has achieved great sample-efficiency and generalization in decision making for sophisticated simulated tasks, such as Atari games. However, real-world robot decision making requires reasoning with complex natural visual observations. This …
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Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing
2022 · Proceedings of the ACM Web Conference 2022
Owing to the benefit of light weight, containers have become a promising enabler for cloud native computing. Container images composed of applications and dependencies support flexible service deployment and migration. Rapid adoption and integration of …
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Entire Space Multi-Task Model
2018
Estimating post-click conversion rate (CVR) accurately is crucial for ranking systems in industrial applications such as recommendation and advertising. Conventional CVR modeling applies popular deep learning methods and achieves state-of-the-art performance. However it encounters several …