Search Results for author: Zihao Guo

Found 4 papers, 0 papers with code

Natural-language-driven Simulation Benchmark and Copilot for Efficient Production of Object Interactions in Virtual Road Scenes

no code implementations7 Dec 2023 Kairui Yang, Zihao Guo, Gengjie Lin, Haotian Dong, Die Zuo, Jibin Peng, Zhao Huang, Zhecheng Xu, Fupeng Li, Ziyun Bai, Di Lin

To facilitate the research of NLD simulation, we collect the Language-to-Interaction(L2I) benchmark dataset with 120, 000 natural-language descriptions of object interactions in 6 common types of road topologies.

Autonomous Driving Object

Federated Learning Incentive Mechanism under Buyers' Auction Market

no code implementations10 Sep 2023 Jiaxi Yang, Zihao Guo, Sheng Cao, Cuifang Zhao, Li-Chuan Tsai

Auction-based Federated Learning (AFL) enables open collaboration among self-interested data consumers and data owners.

Federated Learning

On the Generalization and Advancement of Half-Sine-Based Pulse Shaping Filters for Constant Envelope OQPSK Modulation

no code implementations14 Jun 2023 Pengcheng Mu, Yan Liu, Zihao Guo, Xiaoyan Hu, Kai-Kit Wong

The offset quadrature phase-shift keying (OQPSK) modulation is a key factor for the technique of ZigBee, which has been adopted in IEEE 802. 15. 4 for wireless communications of Internet of Things (IoT) and Internet of Vehicles (IoV), etc.

SA-CNN: Application to text categorization issues using simulated annealing-based convolutional neural network optimization

no code implementations13 Mar 2023 Zihao Guo, Yueying Cao

Convolutional neural networks (CNNs) are a representative class of deep learning algorithms including convolutional computation that perform translation-invariant classification of input data based on their hierarchical architecture.

Text Categorization text-classification

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