Jinyang Li

According to our database, Jinyang Li authored at least 39 papers between 2016 and 2024.

Collaborative distances:

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

2024

SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach.

Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher

CoRR, 2024

2023

FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space.

Shengzhong Liu, Tomoyoshi Kimura, Dongxin Liu, Ruijie Wang, Jinyang Li, Suhas N. Diggavi, Mani B. Srivastava, Tarek F. Abdelzaher

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TwinSync: A Digital Twin Synchronization Protocol for Bandwidth-Limited IoT Applications.

Deepti Kalasapura, Jinyang Li, Shengzhong Liu, Yizhuo Chen, Ruijie Wang, Tarek F. Abdelzaher, Matthew Caesar, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

2022

ControlVAE: Tuning, Analytical Properties, and Performance Analysis.

Huajie Shao, Zhisheng Xiao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders.

Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading.

Shengzhong Liu, Tianshi Wang, Jinyang Li, Dachun Sun, Mani B. Srivastava, Tarek F. Abdelzaher

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

URSABench: A System for Comprehensive Benchmarking of Bayesian Deep Neural Network Models and Inference methods.

Meet P. Vadera, Jinyang Li, Adam D. Cobb, Brian Jalaian, Tarek F. Abdelzaher, Benjamin M. Marlin

Proceedings of Machine Learning and Systems 2022, 2022

The Methodological Pitfall of Dataset-Driven Research on Deep Learning: An IoT Example.

Tianshi Wang, Denizhan Kara, Jinyang Li, Shengzhong Liu, Tarek F. Abdelzaher, Brian Jalaian

Proceedings of the IEEE Military Communications Conference, 2022

IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things.

Dongxin Liu, Tarek F. Abdelzaher, Tianshi Wang, Yigong Hu, Jinyang Li, Shengzhong Liu, Matthew Caesar, Deepti Kalasapura, Joydeep Bhattacharyya, Nassy Srour, Jae Kim, Guijun Wang, Greg Kimberly, Shouchao Yao

Proceedings of the 31st International Conference on Computer Communications and Networks, 2022

2021

Deep Compressive Offloading: Speeding Up Edge Offloading for AI Services.

Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher

GetMobile Mob. Comput. Commun., 2021

Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding.

Tianshi Wang, Shuochao Yao, Shengzhong Liu, Jinyang Li, Dongxin Liu, Huajie Shao, Ruijie Wang, Tarek F. Abdelzaher

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Computational Modeling of Hierarchically Polarized Groups by Structured Matrix Factorization.

Dachun Sun, Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher

Frontiers Big Data, 2021

Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders.

Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher

CoRR, 2021

DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction.

Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs.

Jinyang Li, Runyu Ma, Vikram Sharma Mailthody, Colin Samplawski, Benjamin M. Marlin, Songqing Chen, Shuochao Yao, Tarek F. Abdelzaher

Proceedings of the 2021 IEEE Military Communications Conference, 2021

On Polarization Dynamics in the Age of Information Overload.

Chao Xu, Jinyang Li, Dachun Sun, Ruijie Wang, Tarek F. Abdelzaher, Jesse Graham, Boleslaw K. Szymanski

Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021

2020

GIobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information Fusion.

Shengzhong Liu, Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Huajie Shao, Tarek F. Abdelzaher

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network.

Shengzhong Liu, Shuochao Yao, Yifei Huang, Dongxin Liu, Huajie Shao, Yiran Zhao, Jinyang Li, Tianshi Wang, Ruijie Wang, Chaoqi Yang, Tarek F. Abdelzaher

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

The Paradox of Information Access: Growing Isolation in the Age of Sharing.

Tarek F. Abdelzaher, Heng Ji, Jinyang Li, Chaoqi Yang, John Dellaverson, Lixia Zhang, Chao Xu, Boleslaw K. Szymanski

CoRR, 2020

The Paradox of Information Access: On Modeling Social-Media-Induced Polarization.

Chao Xu, Jinyang Li, Tarek F. Abdelzaher, Heng Ji, Boleslaw K. Szymanski, John Dellaverson

CoRR, 2020

Disentangling Overlapping Beliefs by Structured Matrix Factorization.

Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher

CoRR, 2020

Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency.

Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Scheduling Real-time Deep Learning Services as Imprecise Computations.

Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher

Proceedings of the 26th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2020

Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks.

Huajie Shao, Shuochao Yao, Andong Jing, Shengzhong Liu, Dongxin Liu, Tianshi Wang, Jinyang Li, Chaoqi Yang, Ruijie Wang, Tarek F. Abdelzaher

Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization.

Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks.

Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher

Proceedings of the World Wide Web Conference, 2019

Stardust: A deep learning serving system in IoT: demo abstract.

Shuochao Yao, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher

Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Towards an Efficient Cyber-Physical System for First-Mile Taxi Transit in Urban Complex.

Junjie Wang, Peng Xu, Jinyang Li, Xiaoshan Sun, Wenchong Tian, Jie Ling, Wei Zheng, Hengchang Liu

Proceedings of the 19th IEEE International Symposium on High Assurance Systems Engineering, 2019

2018

Planning Mobile Charging Vehicles Based on User Charging Behavior.

Qi Liu, Jinyang Li, Xiaoshan Sun, Peng Xu, Junjie Wang, Wei Zheng, Jian Li, Hengchang Liu

Proceedings of the 1st International Workshop on Internet of People, 2018

Towards Accurate and Real-time Information Extrapolation on Charging Pile Network.

Jinyang Li, Tingzhi Li, Xiaoshan Sun, Peng Xu, Junjie Wang, Qi Liu, Wei Zheng, Jian Li, Hengchang Liu

Proceedings of the 1st International Workshop on Internet of People, 2018

An Automatic and Accurate Localization System for Firefighters.

Jinyang Li, Zhiheng Xie, Xiaoshan Sun, Jian Tang, Hengchang Liu, John A. Stankovic

Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

Planning Electric Vehicle Charging Stations Based on User Charging Behavior.

Jinyang Li, Xiaoshan Sun, Qi Liu, Wei Zheng, Hengchang Liu, John A. Stankovic

Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

ST-DRN: Deep Residual Networks for Spatio-Temporal Metro Stations Crowd Flows Forecast.

Yang Ning, Yang Huang, Jinyang Li, Qi Liu, Disheng Yang, Wei Zheng, Hengchang Liu

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Dynamic pricing at electric vehicle charging stations for waiting time reduction.

Peng Xu, Xiaoshan Sun, Junjie Wang, Jinyang Li, Wei Zheng, Hengchang Liu

Proceedings of the 4th International Conference on Communication and Information Processing, 2018

Towards an Efficient and Real-Time Scheduling Platform for Mobile Charging Vehicles.

Qi Liu, Jinyang Li, Xiaoshan Sun, Junjie Wang, Yang Ning, Wei Zheng, Jian Li, Hengchang Liu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

2017

Towards a holistic and optimized framework for smart grid regulation.

Junjie Wang, Jinyang Li, Tianshu Pang, Xiaoshan Sun, Qi Liu, Hengchang Liu

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Dynamic Pricing at Electric Vehicle Charging Stations for Queueing Delay Reduction.

Peng Xu, Jinyang Li, Xiaoshan Sun, Wei Zheng, Hengchang Liu

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

TennisMaster: an IMU-based online serve performance evaluation system.

Disheng Yang, Jian Tang, Yang Huang, Chao Xu, Jinyang Li, Liang Hu, Guobin Shen, Chieh-Jan Mike Liang, Hengchang Liu

Proceedings of the 8th Augmented Human International Conference, 2017

2016

Towards a Sustainable Incentive Mechanism for Participatory Sensing.

Xiaoshan Sun, Jinyang Li, Wei Zheng, Hengchang Liu

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016