Song Yang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 49

Top Topics

Reinforcement Learning

Online Learning

Speech Emotion Recognition

Virtual Machine

Top Venues

IEEE Trans. Mob. Comput.

IEEE Internet Things J.

IEEE Trans. Parallel Distributed Syst.

Publications

Xiaofei Yue, Song Yang, Liehuang Zhu, Stojan Trajanovski, Xiaoming Fu
Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics. INFOCOM (2024)
Xiaochen Liu, Fan Li, Yetong Cao, Shengchun Zhai, Song Yang, Yu Wang
PPGSpotter: Personalized Free Weight Training Monitoring Using Wearable PPG Sensor. INFOCOM (2024)
Ke Xiao, Song Yang, Fan Li, Liehuang Zhu, Xu Chen, Xiaoming Fu
Making Serverless Not So Cold in Edge Clouds: A Cost-Effective Online Approach. IEEE Trans. Mob. Comput. 23 (9) (2024)
Yetong Cao, Fan Li, Huijie Chen, Xiaochen Liu, Shengchun Zhai, Song Yang, Yu Wang
Live Speech Recognition via Earphone Motion Sensors. IEEE Trans. Mob. Comput. 23 (6) (2024)
Song Yang, Fan Li, Zhi Zhou, Xu Chen, Yu Wang, Xiaoming Fu
Online Control of Service Function Chainings Across Geo-Distributed Datacenters. IEEE Trans. Mob. Comput. 22 (6) (2023)
Yetong Cao, Fan Li, Huijie Chen, Xiaochen Liu, Song Yang, Yu Wang
Leveraging Wearables for Assisting the Elderly With Dementia in Handwashing. IEEE Trans. Mob. Comput. 22 (11) (2023)
Yetong Cao, Fan Li, Xiaochen Liu, Song Yang, Yu Wang
Towards Reliable Driver Drowsiness Detection Leveraging Wearables. ACM Trans. Sens. Networks 19 (2) (2023)
Biao Hou, Song Yang, Fernando A. Kuipers, Lei Jiao, Xiaoming Fu
EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines. INFOCOM (2023)
Nan He, Song Yang, Fan Li, Stojan Trajanovski, Liehuang Zhu, Yu Wang, Xiaoming Fu
Leveraging Deep Reinforcement Learning With Attention Mechanism for Virtual Network Function Placement and Routing. IEEE Trans. Parallel Distributed Syst. 34 (4) (2023)
Yetong Cao, Fan Li, Qian Zhang, Song Yang, Yu Wang
Towards Nonintrusive and Secure Mobile Two-Factor Authentication on Wearables. IEEE Trans. Mob. Comput. 22 (5) (2023)
Yanan Gao, Song Yang, Fan Li, Stojan Trajanovski, Pan Zhou, Pan Hui, Xiaoming Fu
Video Content Placement at the Network Edge: Centralized and Distributed Algorithms. IEEE Trans. Mob. Comput. 22 (11) (2023)
Song Yang, Fan Li, Ramin Yahyapour, Xiaoming Fu
Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV. IEEE Trans. Serv. Comput. 15 (1) (2022)
Xiaoyang Wang, Fan Li, Yadong Xie, Song Yang, Yu Wang
Gait and Respiration-Based User Identification Using Wi-Fi Signal. IEEE Internet Things J. 9 (5) (2022)
Yue Wu, Fan Li, Yadong Xie, Song Yang, Yu Wang
HDSpeed: Hybrid Detection of Vehicle Speed via Acoustic Sensing on Smartphones. IEEE Trans. Mob. Comput. 21 (8) (2022)
Yadong Xie, Fan Li, Yue Wu, Song Yang, Yu Wang
HearSmoking: Smoking Detection in Driving Environment via Acoustic Sensing on Smartphones. IEEE Trans. Mob. Comput. 21 (8) (2022)
Song Yang, Lei Jiao, Ramin Yahyapour, Jiannong Cao
Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Song Yang, Jintian Liu, Fei Zhang, Fan Li, Xu Chen, Xiaoming Fu
Caching-Enabled Computation Offloading in Multi-Region MEC Network via Deep Reinforcement Learning. IEEE Internet Things J. 9 (21) (2022)
Junheng Wang, Fan Li, Song Yang, Youqi Li, Yu Wang
A Real-Time Bike Trip Planning Policy With Self-Organizing Bike Redistribution. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Yanan Gao, Song Yang, Fan Li, Xiaoming Fu
Adaptive and Efficient Qubit Allocation Using Reinforcement Learning in Quantum Networks. IEEE Netw. 36 (5) (2022)
Zhixiang Wei, Song Yang, Yadong Xie, Fan Li, Bo Zhao
SVSV: Online handwritten signature verification based on sound and vibration. Inf. Sci. 572 (2021)
Nan He, Song Yang, Fan Li, Xu Chen
Intimacy-based Resource Allocation for Network Slicing in 5G via Deep Reinforcement Learning. IEEE Netw. 35 (6) (2021)
Yadong Xie, Fan Li, Yue Wu, Song Yang, Yu Wang
Real-Time Detection for Drowsy Driving via Acoustic Sensing on Smartphones. IEEE Trans. Mob. Comput. 20 (8) (2021)
Youqi Li, Fan Li, Song Yang, Pan Zhou, Liehuang Zhu, Yu Wang
Three-Stage Stackelberg Long-Term Incentive Mechanism and Monetization for Mobile Crowdsensing: An Online Learning Approach. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Song Yang, Fan Li, Stojan Trajanovski, Ramin Yahyapour, Xiaoming Fu
Recent Advances of Resource Allocation in Network Function Virtualization. IEEE Trans. Parallel Distributed Syst. 32 (2) (2021)
Song Yang, Fan Li, Stojan Trajanovski, Xu Chen, Yu Wang, Xiaoming Fu
Delay-Aware Virtual Network Function Placement and Routing in Edge Clouds. IEEE Trans. Mob. Comput. 20 (2) (2021)
Youqi Li, Fan Li, Song Yang, Yue Wu, Huijie Chen, Kashif Sharif, Yu Wang
MP-Coopetition: Competitive and Cooperative Mechanism for Multiple Platforms in Mobile Crowd Sensing. IEEE Trans. Serv. Comput. 14 (6) (2021)
Yongchuan Wang, Song Yang, Fan Li, Yue Wu, Yu Wang
FallViewer: A Fine-Grained Indoor Fall Detection System With Ubiquitous Wi-Fi Devices. IEEE Internet Things J. 8 (15) (2021)
Song Yang, Nan He, Fan Li, Stojan Trajanovski, Xu Chen, Yu Wang, Xiaoming Fu
Survivable Task Allocation in Cloud Radio Access Networks With Mobile-Edge Computing. IEEE Internet Things J. 8 (2) (2021)
Nan He, Song Yang, Fan Li, Stojan Trajanovski, Fernando A. Kuipers, Xiaoming Fu
A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV. IWQoS (2021)
Yetong Cao, Huijie Chen, Fan Li, Song Yang, Yu Wang
AWash: Handwashing Assistance for the Elderly with Dementia via Wearables. INFOCOM (2021)
Song Yang, Fan Li, Stojan Trajanovski, Xiaoming Fu
Traffic routing in stochastic network function virtualization networks. J. Netw. Comput. Appl. 169 (2020)
Youqi Li, Fan Li, Song Yang, Huijie Chen, Qian Zhang, Yue Wu, Yu Wang
PTASIM: Incentivizing Crowdsensing With POI-Tagging Cooperation Over Edge Clouds. IEEE Trans. Ind. Informatics 16 (7) (2020)
Huijie Chen, Fan Li, Wan Du, Song Yang, Matthew Conn, Yu Wang
Listen to Your Fingers: User Authentication Based on Geometry Biometrics of Touch Gesture. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Yetong Cao, Qian Zhang, Fan Li, Song Yang, Yu Wang
PPGPass: Nonintrusive and Secure Mobile Two-Factor Authentication via Wearables. INFOCOM (2020)
Zhi Zhou, Song Yang, Lingjun Pu, Shuai Yu
CEFL: Online Admission Control, Data Scheduling, and Accuracy Tuning for Cost-Efficient Federated Learning Across Edge Nodes. IEEE Internet Things J. 7 (10) (2020)
Qian Zhang, Yetong Cao, Huijie Chen, Fan Li, Song Yang, Yu Wang, Zheng Yang, Yunhao Liu
airFinger: Micro Finger Gesture Recognition via NIR Light Sensing for Smart Devices. ICDCS (2020)
Qian Zhang, Fan Li, Song Yang, Yu Wang
W3W: Energy Management of Hybrid Energy Supplied Sensors for Internet of Things. ACM Trans. Sens. Networks 15 (1) (2019)
Yadong Xie, Fan Li, Yue Wu, Song Yang, Yu Wang
-Guard: Acoustic-based Drowsy Driving Detection Using Smartphones. INFOCOM (2019)
Jiahui Chen, Fan Li, Huijie Chen, Song Yang, Yu Wang
Dynamic gesture recognition using wireless signals with less disturbance. Pers. Ubiquitous Comput. 23 (1) (2019)
Boubakr Nour, Kashif Sharif, Fan Li, Song Yang, Hassine Moungla, Yu Wang
ICN Publisher-Subscriber Models: Challenges and Group-based Communication. IEEE Netw. 33 (6) (2019)
Song Yang, Fan Li, Meng Shen, Xu Chen, Xiaoming Fu, Yu Wang
Cloudlet Placement and Task Allocation in Mobile Edge Computing. IEEE Internet Things J. 6 (3) (2019)
Guangmin Xia, Fan Li, Dongdi Zhao, Qian Zhang, Song Yang
FI-Net: A Speech Emotion Recognition Framework with Feature Integration and Data Augmentation. BigCom (2019)
Song Yang, Philipp Wieder, Muzzamil Aziz, Ramin Yahyapour, Xiaoming Fu, Xu Chen
Latency-Sensitive Data Allocation and Workload Consolidation for Cloud Storage. IEEE Access 6 (2018)
Hanshang Li, Ting Li, Fan Li, Song Yang, Yu Wang
Multi-expertise Aware Participant Selection in Mobile Crowd Sensing via Online Learning. MASS (2018)
Song Yang, Philipp Wieder, Ramin Yahyapour, Stojan Trajanovski, Xiaoming Fu
Reliable Virtual Machine Placement and Routing in Clouds. IEEE Trans. Parallel Distributed Syst. 28 (10) (2017)
Song Yang, Philipp Wieder, Ramin Yahyapour, Xiaoming Fu
Energy-Aware Provisioning in Optical Cloud Networks. Comput. Networks 118 (2017)
Song Yang, Philipp Wieder, Muzzamil Aziz, Ramin Yahyapour, Xiaoming Fu
Latency-Sensitive Data Allocation for cloud storage. IM (2017)
Song Yang, Philipp Wieder, Ramin Yahyapour, Stojan Trajanovski, Xiaoming Fu
Reliable Virtual Machine Placement and Routing in Clouds. CoRR (2017)
Song Yang, Philipp Wieder, Ramin Yahyapour
Reliable Virtual Machine placement in distributed clouds. RNDM (2016)
Song Yang, Stojan Trajanovski, Fernando A. Kuipers
Optimization Problems in Correlated Networks. CoRR (2015)
Song Yang, Stojan Trajanovski, Fernando A. Kuipers
Availability-based path selection and network vulnerability assessment. Networks 66 (4) (2015)
Song Yang, Stojan Trajanovski, Fernando A. Kuipers
Shortest paths in networks with correlated link weights. INFOCOM Workshops (2015)
Song Yang, Fernando A. Kuipers
Traffic uncertainty models in network planning. IEEE Commun. Mag. 52 (2) (2014)
Fernando A. Kuipers, Song Yang, Stojan Trajanovski, Ariel Orda
Constrained Maximum Flow in Stochastic Networks. ICNP (2014)
Farabi Muhammad Iqbal, Song Yang, Fernando A. Kuipers
Energy considerations in EoS-over-WDM network configuration. SustainIT (2013)
Song Yang, Fernando A. Kuipers
Energy-aware path selection for scheduled lightpaths in IP-over-WDM networks. SCVT (2011)