Sign in
Guanyu Gao
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 37
Top Topics
Video Analytics
Profit Maximization
Video Transcoding
Partial Observability
Top Venues
CoRR
ACM Multimedia
IEEE Trans. Multim.
IEEE Internet Things J.
</>
Publications
</>
Haoyang Chen
,
Peiyan Sun
,
Qiyuan Song
,
Wanyuan Wang
,
Weiwei Wu
,
Wencan Zhang
,
Guanyu Gao
,
Yan Lyu
i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance.
CoRR
(2024)
Kunkun Li
,
Guanyu Gao
,
Zhe Wang
,
Xiaohu Wu
Edge-Assisted Joint Rate Adaptation and Quality Enhancement for 360-Degree Video Streaming.
MMSP
(2023)
Guanyu Gao
,
Yonggang Wen
,
Dacheng Tao
Distributed Energy Trading and Scheduling Among Microgrids via Multiagent Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
34 (12) (2023)
Sigen Zhang
,
Zhe Wang
,
Guanyu Gao
,
Jun Li
,
Jie Zhang
,
Ziyan Yin
Deep Reinforcement Learning for UAV-Assisted Spectrum Sharing Under Partial Observability.
VTC Fall
(2023)
Guanyu Gao
,
Chengru Song
,
T. G. Thusitha Asela Bandara
,
Meng Shen
,
Fan Yang
,
Wolf Posdorfer
,
Dacheng Tao
,
Yonggang Wen
FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI.
IEEE Internet Things J.
9 (7) (2022)
Lei Zhang
,
Guanyu Gao
,
Huaizheng Zhang
Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges.
CoRR
(2022)
Lei Zhang
,
Guanyu Gao
,
Huaizheng Zhang
Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching.
SenSys
(2022)
Xuezhi Wang
,
Guanyu Gao
,
Xiaohu Wu
,
Yan Lyu
,
Weiwei Wu
Dynamic DNN model selection and inference off loading for video analytics with edge-cloud collaboration.
NOSSDAV
(2022)
Yuqi Dong
,
Guanyu Gao
,
Ran Wang
,
Zhisheng Yan
Collaborative Video Analytics on Distributed Edges with Multiagent Deep Reinforcement Learning.
CoRR
(2022)
Xuezhi Wang
,
Guanyu Gao
SmartEye: An Open Source Framework for Real-Time Video Analytics with Edge-Cloud Collaboration.
ACM Multimedia
(2021)
Guanyu Gao
,
Yonggang Wen
Video transcoding for adaptive bitrate streaming over edge-cloud continuum.
Digit. Commun. Networks
7 (4) (2021)
Xiaohu Wu
,
Han Yu
,
Giuliano Casale
,
Guanyu Gao
Towards Cost-Optimal Policies for DAGs to Utilize IaaS Clouds with Online Learning.
CoRR
(2021)
Jie Li
,
Wei Zhang
,
Guanyu Gao
,
Yonggang Wen
,
Guangyu Jin
,
Georgios Christopoulos
Toward Intelligent Multizone Thermal Control With Multiagent Deep Reinforcement Learning.
IEEE Internet Things J.
8 (14) (2021)
Huaizheng Zhang
,
Meng Shen
,
Yizheng Huang
,
Yonggang Wen
,
Yong Luo
,
Guanyu Gao
,
Kyle Guan
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning.
CoRR
(2021)
Guanyu Gao
,
Yonggang Wen
,
Xiaohu Wu
,
Ran Wang
Distributed Energy Trading and Scheduling among Microgrids via Multiagent Reinforcement Learning.
CoRR
(2020)
Huaizheng Zhang
,
Linsen Dong
,
Guanyu Gao
,
Han Hu
,
Yonggang Wen
,
Kyle Guan
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction.
IEEE Trans. Multim.
22 (12) (2020)
Guanyu Gao
,
Jie Li
,
Yonggang Wen
DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning.
IEEE Internet Things J.
7 (9) (2020)
Yazhou Yao
,
Xiansheng Hua
,
Guanyu Gao
,
Zeren Sun
,
Zhibin Li
,
Jian Zhang
Bridging the Web Data and Fine-Grained Visual Recognition via Alleviating Label Noise and Domain Mismatch.
ACM Multimedia
(2020)
Xiaohu Wu
,
Francesco De Pellegrini
,
Guanyu Gao
,
Giuliano Casale
A Framework for Allocating Server Time to Spot and On-demand Services in Cloud Computing.
CoRR
(2019)
Guanyu Gao
,
Linsen Dong
,
Huaizheng Zhang
,
Yonggang Wen
,
Wenjun Zeng
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis.
ICC
(2019)
Guanyu Gao
,
Jie Li
,
Yonggang Wen
Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning.
CoRR
(2019)
Linsen Dong
,
Guanyu Gao
,
Yuanlong Li
,
Yonggang Wen
Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning.
CoRR
(2019)
Xiaohu Wu
,
Francesco De Pellegrini
,
Guanyu Gao
,
Giuliano Casale
A Framework for Allocating Server Time to Spot and On-Demand Services in Cloud Computing.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
4 (4) (2019)
Guanyu Gao
,
Yonggang Wen
,
Cédric Westphal
Dynamic Priority-Based Resource Provisioning for Video Transcoding With Heterogeneous QoS.
IEEE Trans. Circuits Syst. Video Technol.
29 (5) (2019)
Guanyu Gao
,
Huaizheng Zhang
,
Han Hu
,
Yonggang Wen
,
Jianfei Cai
,
Chong Luo
,
Wenjun Zeng
Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference.
IEEE Trans. Multim.
20 (12) (2018)
Huaizheng Zhang
,
Han Hu
,
Guanyu Gao
,
Yonggang Wen
,
Kyle Guan
Deepqoe: A Unified Framework for Learning to Predict Video QoE.
ICME
(2018)
Huaizheng Zhang
,
Han Hu
,
Guanyu Gao
,
Yonggang Wen
,
Kyle Guan
DeepQoE: A unified Framework for Learning to Predict Video QoE.
CoRR
(2018)
Guanyu Gao
,
Linsen Dong
,
Huaizheng Zhang
,
Yonggang Wen
,
Wenjun Zeng
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis.
CoRR
(2018)
Guanyu Gao
,
Yonggang Wen
,
Han Hu
QDLCoding: QoS-differentiated low-cost video encoding scheme for online video service.
INFOCOM
(2017)
Guanyu Gao
,
Han Hu
,
Yonggang Wen
,
Cédric Westphal
Resource Provisioning and Profit Maximization for Transcoding in Clouds: A Two-Timescale Approach.
IEEE Trans. Multim.
19 (4) (2017)
Guanyu Gao
,
Yonggang Wen
,
Jianfei Cai
vCache: Supporting Cost-Efficient Adaptive Bitrate Streaming.
IEEE Multim.
24 (3) (2017)
Guanyu Gao
,
Yonggang Wen
,
Cédric Westphal
Dynamic Resource Provisioning with QoS Guarantee for Video Transcoding in Online Video Sharing Service.
ACM Multimedia
(2016)
Guanyu Gao
,
Yonggang Wen
,
Cédric Westphal
Resource Provisioning and Profit Maximization for Transcoding in Information Centric Networking.
CoRR
(2016)
Guanyu Gao
,
Yonggang Wen
Morph: A Fast and Scalable Cloud Transcoding System.
ACM Multimedia
(2016)
Guanyu Gao
,
Yonggang Wen
,
Cédric Westphal
Resource provisioning and profit maximization for transcoding in Information Centric Networking.
INFOCOM Workshops
(2016)
Guanyu Gao
,
Weiwen Zhang
,
Yonggang Wen
,
Zhi Wang
,
Wenwu Zhu
Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned From User Viewing Patterns.
IEEE Trans. Multim.
17 (8) (2015)
Guanyu Gao
,
Yonggang Wen
,
Weiwen Zhang
,
Han Hu
Cost-efficient and QoS-aware content management in media cloud: Implementation and evaluation.
ICC
(2015)
Guanyu Gao
,
Weiwen Zhang
,
Yonggang Wen
,
Zhi Wang
,
Wenwu Zhu
,
Yap-Peng Tan
Cost optimal video transcoding in media cloud: Insights from user viewing pattern.
ICME
(2014)