Guanyu Gao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 39

Top Topics

Profit Maximization

Reinforcement Learning

Video Analytics

Video Transcoding

Top Venues

IEEE Trans. Multim.

IEEE Internet Things J.

Publications

Bo Ling, Yan Lyu, Dongxiao Li, Guanyu Gao, Yi Shi, Xueyong Xu, Weiwei Wu
SocialGAIL: Faithful Crowd Simulation for Social Robot Navigation. ICRA (2024)
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)
Guanyu Gao, Yuqi Dong, Ran Wang, Xin Zhou
EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization. IEEE Trans. Multim. 26 (2024)
Yuqi Dong, Guanyu Gao
EdgeCam: A Distributed Camera Operating System for Inference Scheduling and Continuous Learning. IoTDI (2024)
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. AAAI (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)