J
Jian Wang
Researcher at Tsinghua University
Publications - 52
Citations - 1627
Jian Wang is an academic researcher from Tsinghua University. The author has contributed to research in topics: Reinforcement learning & Computer science. The author has an hindex of 12, co-authored 43 publications receiving 931 citations.
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Information Security in Big Data: Privacy and Data Mining
TL;DR: This paper identifies four different types of users involved in data mining applications, namely, data provider, data collector, data miner, and decision maker, and examines various approaches that can help to protect sensitive information.
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Autonomous Navigation of UAVs in Large-Scale Complex Environments: A Deep Reinforcement Learning Approach
TL;DR: Experimental results demonstrate that the proposed deep reinforcement learning (DRL) method can enable UAVs to autonomously perform navigation in a virtual large-scale complex environment and can be generalized to more complex, larger-scale, and three-dimensional environments.
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Machine Learning for 6G Wireless Networks: Carrying Forward Enhanced Bandwidth, Massive Access, and Ultrareliable/Low-Latency Service
TL;DR: Some state-of-the-art techniques based on AI/ML and their applications in 6G to support ultrabroadband, ultramassive access, and ultrareliable and lowlatency services are surveyed.
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Security in space information networks
TL;DR: This article focuses on the security problems in space information networks from four perspectives, that is, secure handoff, secure transmission control, key management, and secure routing.
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Priority-Aware Task Offloading in Vehicular Fog Computing Based on Deep Reinforcement Learning
TL;DR: A task offloading scheme is proposed in the context of VFC, where vehicles are incentivized to share their idle computing resource by dynamic pricing, which comprehensively considers the mobility of vehicles, the task priority, and the service availability of vehicles.