Guanyu Gao

According to our database, Guanyu Gao authored at least 54 papers between 2014 and 2026.

Collaborative distances:

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

2026

FutureView: Predictive Video Partitioning for Distributed Low-Cost Mobile AR Analytics.

Luting Cao, Yan Lyu, Jin Sun, Zhe Wang, Ran Wang, Guanyu Gao

IEEE Trans. Netw. Sci. Eng., 2026

Learning from Human Gaze: Human-like Robot Social Navigation in Dense Crowds.

Zhecheng Yu, Yan Lyu, Chen Yang, Tao Chen, Yishuang Zhang, Bo Ling, Peng Wang, Guanyu Gao, Weiwei Wu, Brian Y. Lim

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Minimizing Age of Semantic Information for Analytics-Oriented Video Streaming Systems.

Ziyao Huang, Weiwei Wu, Kui Wu, Guanyu Gao, Jianping Wang

IEEE Trans. Mob. Comput., December, 2025

UGOD: Uncertainty-Guided Differentiable Opacity and Soft Dropout for Enhanced Sparse-View 3DGS.

Zhihao Guo, Peng Wang, Zidong Chen, Xiangyu Kong, Yan Lyu, Guanyu Gao, Liangxiu Han

CoRR, August, 2025

Personalized Federated Reinforcement Learning for Multi-AAV Assisted Edge Computing.

Jinwei Chai, Zhe Wang, Chuan Ma, Guanyu Gao, Long Shi

IEEE Wirel. Commun. Lett., July, 2025

Personalized Federated Learning via Learning Dynamic Graphs.

Ziran Zhou, Guanyu Gao, Xiaohu Wu, Yan Lyu

CoRR, March, 2025

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

Lei Zhang, Guanyu Gao, Huaizheng Zhang

IEEE Trans. Circuits Syst. Video Technol., February, 2025

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

Xiaohu Wu, Han Yu, Giuliano Casale, Guanyu Gao

IEEE Trans. Serv. Comput., 2025

Learning to Partition: Dynamic Deep Neural Network Model Partitioning for Edge-Assisted Low-Latency Video Analytics.

Yan Lyu, Likai Liu, Xuezhi Wang, Zhiyu Fan, Jinchen Wang, Guanyu Gao

Mach. Learn. Knowl. Extr., 2025

CSVA: Complexity-Driven and Semantic-Aware Video Analytics via Edge-Cloud Collaboration.

Jie Liu, Guanyu Gao

Proceedings of the Wireless Artificial Intelligent Computing Systems and Applications, 2025

Faithful Dynamic Imitation Learning from Human Intervention with Dynamic Regret Minimization.

Bo Ling, Zhengyu Gan, Wanyuan Wang, Guanyu Gao, Weiwei Wu, Yan Lyu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

QRALadder: QoE and Resource Consumption-Aware Encoding Ladder Optimization for Live Video Streaming.

Yingqian Zhu, Guanyu Gao

Proceedings of the MultiMedia Modeling, 2025

FCLHet: Spatiotemporal Knowledge Continual Learning for Federated Heterogeneous Models.

Jinke Zhou, Guanyu Gao

Proceedings of the 7th ACM International Conference on Multimedia in Asia, 2025

UniStream: Unifying In-Network Video Processing and Caching for Cost-Optimal Edge-Cloud Video Streaming.

Luting Cao, Guanyu Gao

Proceedings of the 7th ACM International Conference on Multimedia in Asia, 2025

ASDMR: Adaptive Scheduling of DNN Models and Resources for Collaborative Edge-Cloud Video Analytics.

Yanfen Liang, Guanyu Gao

Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

VCA: Tile Visual Contribution-Aware Streaming Adaptation for Volumetric Video.

Zongzhou Xia, Guanyu Gao

Proceedings of the 2025 IEEE Global Communications Conference, 2025

SuperCache: Cost-Optimal Edge-Cloud Video Delivery through Integrated Caching, Super-Resolution, Transcoding, and Fetching.

Luting Cao, Guanyu Gao

Proceedings of the 9th Asia-Pacific Workshop on Networking, 2025

Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity.

Lei Zhang, Guanyu Gao, Haiyan Yin, Huaizheng Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization.

Guanyu Gao, Yuqi Dong, Ran Wang, Xin Zhou

IEEE Trans. Multim., 2024

nHAS: Neural-Compensated Hybrid Adaptive Scheduling for Cloud Gaming.

Qianyun Gong, Jiapei Xu, Jianxin Shi, Xinjing Yuan, Jingdong Xu, Guanyu Gao, Lingjun Pu

Proceedings of the Network and Parallel Computing, 2024

EdgeCam: A Distributed Camera Operating System for Inference Scheduling and Continuous Learning.

Yuqi Dong, Guanyu Gao

Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

SocialGAIL: Faithful Crowd Simulation for Social Robot Navigation.

Bo Ling, Yan Lyu, Dongxiao Li, Guanyu Gao, Yi Shi, Xueyong Xu, Weiwei Wu

Proceedings of the IEEE International Conference on Robotics and Automation, 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

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

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