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Guanyu Gao
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2020 – today
- 2024
- [j13]Guanyu Gao, Yuqi Dong, Ran Wang, Xin Zhou:
EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization. IEEE Trans. Multim. 26: 9083-9094 (2024) - [c17]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: 46-54 - [c16]Bo Ling, Yan Lyu, Dongxiao Li, Guanyu Gao, Yi Shi, Xueyong Xu, Weiwei Wu:
SocialGAIL: Faithful Crowd Simulation for Social Robot Navigation. ICRA 2024: 16873-16880 - [c15]Yuqi Dong, Guanyu Gao:
EdgeCam: A Distributed Camera Operating System for Inference Scheduling and Continuous Learning. IoTDI 2024: 225-226 - [i12]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 abs/2401.04429 (2024) - 2023
- [j12]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): 10638-10652 (2023) - [c14]Kunkun Li, Guanyu Gao, Zhe Wang, Xiaohu Wu:
Edge-Assisted Joint Rate Adaptation and Quality Enhancement for 360-Degree Video Streaming. MMSP 2023: 1-6 - [c13]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: 1-6 - 2022
- [j11]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): 5200-5215 (2022) - [c12]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: 64-70 - [c11]Lei Zhang, Guanyu Gao, Huaizheng Zhang:
Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching. SenSys 2022: 1136-1140 - [i11]Lei Zhang, Guanyu Gao, Huaizheng Zhang:
Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. CoRR abs/2207.11759 (2022) - [i10]Yuqi Dong, Guanyu Gao, Ran Wang, Zhisheng Yan:
Collaborative Video Analytics on Distributed Edges with Multiagent Deep Reinforcement Learning. CoRR abs/2211.03102 (2022) - 2021
- [j10]Guanyu Gao, Yonggang Wen:
Video transcoding for adaptive bitrate streaming over edge-cloud continuum. Digit. Commun. Networks 7(4): 598-604 (2021) - [j9]Jie Li, Wei Zhang, Guanyu Gao, Yonggang Wen, Guangyu Jin, George I. Christopoulos:
Toward Intelligent Multizone Thermal Control With Multiagent Deep Reinforcement Learning. IEEE Internet Things J. 8(14): 11150-11162 (2021) - [c10]Xuezhi Wang, Guanyu Gao:
SmartEye: An Open Source Framework for Real-Time Video Analytics with Edge-Cloud Collaboration. ACM Multimedia 2021: 3767-3770 - [i9]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 abs/2102.03012 (2021) - [i8]Xiaohu Wu, Han Yu, Giuliano Casale, Guanyu Gao:
Towards Cost-Optimal Policies for DAGs to Utilize IaaS Clouds with Online Learning. CoRR abs/2106.01847 (2021) - 2020
- [j8]Guanyu Gao, Jie Li, Yonggang Wen:
DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning. IEEE Internet Things J. 7(9): 8472-8484 (2020) - [j7]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): 3210-3223 (2020) - [c9]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: 1735-1744 - [i7]Guanyu Gao, Yonggang Wen, Xiaohu Wu, Ran Wang:
Distributed Energy Trading and Scheduling among Microgrids via Multiagent Reinforcement Learning. CoRR abs/2007.04517 (2020)
2010 – 2019
- 2019
- [j6]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): 1515-1529 (2019) - [j5]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): 20:1-20:31 (2019) - [c8]Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng:
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. ICC 2019: 1-8 - [i6]Guanyu Gao, Jie Li, Yonggang Wen:
Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning. CoRR abs/1901.04693 (2019) - [i5]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 abs/1902.01321 (2019) - [i4]Linsen Dong, Guanyu Gao, Yuanlong Li, Yonggang Wen:
Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning. CoRR abs/1904.10762 (2019) - 2018
- [j4]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): 3399-3413 (2018) - [c7]Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan:
Deepqoe: A Unified Framework for Learning to Predict Video QoE. ICME 2018: 1-6 - [i3]Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan:
DeepQoE: A unified Framework for Learning to Predict Video QoE. CoRR abs/1804.03481 (2018) - [i2]Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng:
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. CoRR abs/1811.06663 (2018) - 2017
- [j3]Guanyu Gao, Yonggang Wen, Jianfei Cai:
vCache: Supporting Cost-Efficient Adaptive Bitrate Streaming. IEEE Multim. 24(3): 19-27 (2017) - [j2]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): 836-848 (2017) - [c6]Guanyu Gao, Yonggang Wen, Han Hu:
QDLCoding: QoS-differentiated low-cost video encoding scheme for online video service. INFOCOM 2017: 1-9 - 2016
- [c5]Guanyu Gao, Yonggang Wen, Cédric Westphal:
Resource provisioning and profit maximization for transcoding in Information Centric Networking. INFOCOM Workshops 2016: 97-102 - [c4]Guanyu Gao, Yonggang Wen, Cédric Westphal:
Dynamic Resource Provisioning with QoS Guarantee for Video Transcoding in Online Video Sharing Service. ACM Multimedia 2016: 868-877 - [c3]Guanyu Gao, Yonggang Wen:
Morph: A Fast and Scalable Cloud Transcoding System. ACM Multimedia 2016: 1160-1163 - [i1]Guanyu Gao, Yonggang Wen, Cédric Westphal:
Resource Provisioning and Profit Maximization for Transcoding in Information Centric Networking. CoRR abs/1605.05758 (2016) - 2015
- [j1]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): 1286-1296 (2015) - [c2]Guanyu Gao, Yonggang Wen, Weiwen Zhang, Han Hu:
Cost-efficient and QoS-aware content management in media cloud: Implementation and evaluation. ICC 2015: 6880-6886 - 2014
- [c1]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: 1-6
Coauthor Index
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