Guanyu Gao

According to our database, Guanyu Gao authored at least 34 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance.

Haoyang Chen, Peiyan Sun, Qiyuan Song, Wanyuan Wang, Weiwei Wu, Wencan Zhang, Guanyu Gao, Yan Lyu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Distributed Energy Trading and Scheduling Among Microgrids via Multiagent Reinforcement Learning.

Guanyu Gao, Yonggang Wen, Dacheng Tao

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Deep Reinforcement Learning for UAV-Assisted Spectrum Sharing Under Partial Observability.

Sigen Zhang, Zhe Wang, Guanyu Gao, Jun Li, Jie Zhang, Ziyan Yin

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Edge-Assisted Joint Rate Adaptation and Quality Enhancement for 360-Degree Video Streaming.

Kunkun Li, Guanyu Gao, Zhe Wang, Xiaohu Wu

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

2022

FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI.

Guanyu Gao, Chengru Song, T. G. Thusitha Asela Bandara, Meng Shen, Fan Yang, Wolf Posdorfer, Dacheng Tao, Yonggang Wen

IEEE Internet Things J., 2022

Collaborative Video Analytics on Distributed Edges with Multiagent Deep Reinforcement Learning.

Yuqi Dong, Guanyu Gao, Ran Wang, Zhisheng Yan

CoRR, 2022

Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges.

Lei Zhang, Guanyu Gao, Huaizheng Zhang

CoRR, 2022

Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching.

Lei Zhang, Guanyu Gao, Huaizheng Zhang

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Dynamic DNN model selection and inference off loading for video analytics with edge-cloud collaboration.

Xuezhi Wang, Guanyu Gao, Xiaohu Wu, Yan Lyu, Weiwei Wu

Proceedings of the 32nd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2022

2021

Toward Intelligent Multizone Thermal Control With Multiagent Deep Reinforcement Learning.

Jie Li, Wei Zhang, Guanyu Gao, Yonggang Wen, Guangyu Jin, George I. Christopoulos

IEEE Internet Things J., 2021

Video transcoding for adaptive bitrate streaming over edge-cloud continuum.

Guanyu Gao, Yonggang Wen

Digit. Commun. Networks, 2021

Towards Cost-Optimal Policies for DAGs to Utilize IaaS Clouds with Online Learning.

Xiaohu Wu, Han Yu, Giuliano Casale, Guanyu Gao

CoRR, 2021

A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning.

Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan

CoRR, 2021

SmartEye: An Open Source Framework for Real-Time Video Analytics with Edge-Cloud Collaboration.

Xuezhi Wang, Guanyu Gao

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction.

Huaizheng Zhang, Linsen Dong, Guanyu Gao, Han Hu, Yonggang Wen, Kyle Guan

IEEE Trans. Multim., 2020

DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning.

Guanyu Gao, Jie Li, Yonggang Wen

IEEE Internet Things J., 2020

Distributed Energy Trading and Scheduling among Microgrids via Multiagent Reinforcement Learning.

Guanyu Gao, Yonggang Wen, Xiaohu Wu, Ran Wang

CoRR, 2020

Bridging the Web Data and Fine-Grained Visual Recognition via Alleviating Label Noise and Domain Mismatch.

Yazhou Yao, Xiansheng Hua, Guanyu Gao, Zeren Sun, Zhibin Li, Jian Zhang

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

A Framework for Allocating Server Time to Spot and On-Demand Services in Cloud Computing.

Xiaohu Wu, Francesco De Pellegrini, Guanyu Gao, Giuliano Casale

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019

Dynamic Priority-Based Resource Provisioning for Video Transcoding With Heterogeneous QoS.

Guanyu Gao, Yonggang Wen, Cédric Westphal

IEEE Trans. Circuits Syst. Video Technol., 2019

Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning.

Linsen Dong, Guanyu Gao, Yuanlong Li, Yonggang Wen

CoRR, 2019

Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning.

Guanyu Gao, Jie Li, Yonggang Wen

CoRR, 2019

Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis.

Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference.

Guanyu Gao, Huaizheng Zhang, Han Hu, Yonggang Wen, Jianfei Cai, Chong Luo, Wenjun Zeng

IEEE Trans. Multim., 2018

Deepqoe: A Unified Framework for Learning to Predict Video QoE.

Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

2017

Resource Provisioning and Profit Maximization for Transcoding in Clouds: A Two-Timescale Approach.

Guanyu Gao, Han Hu, Yonggang Wen, Cédric Westphal

IEEE Trans. Multim., 2017

vCache: Supporting Cost-Efficient Adaptive Bitrate Streaming.

Guanyu Gao, Yonggang Wen, Jianfei Cai

IEEE Multim., 2017

QDLCoding: QoS-differentiated low-cost video encoding scheme for online video service.

Guanyu Gao, Yonggang Wen, Han Hu

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2016

Dynamic Resource Provisioning with QoS Guarantee for Video Transcoding in Online Video Sharing Service.

Guanyu Gao, Yonggang Wen, Cédric Westphal

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Morph: A Fast and Scalable Cloud Transcoding System.

Guanyu Gao, Yonggang Wen

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Resource provisioning and profit maximization for transcoding in Information Centric Networking.

Guanyu Gao, Yonggang Wen, Cédric Westphal

Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

2015

Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned From User Viewing Patterns.

Guanyu Gao, Weiwen Zhang, Yonggang Wen, Zhi Wang, Wenwu Zhu

IEEE Trans. Multim., 2015

Cost-efficient and QoS-aware content management in media cloud: Implementation and evaluation.

Guanyu Gao, Yonggang Wen, Weiwen Zhang, Han Hu

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

Cost optimal video transcoding in media cloud: Insights from user viewing pattern.

Guanyu Gao, Weiwen Zhang, Yonggang Wen, Zhi Wang, Wenwu Zhu, Yap-Peng Tan

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014