Huajie Shao

According to our database, Huajie Shao authored at least 71 papers between 2012 and 2024.

Collaborative distances:

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

2024

NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models.

Chen Qian, Xiaochang Li, Qineng Wang, Gang Zhou, Huajie Shao

CoRR, 2024

C³: Confidence Calibration Model Cascade for Inference-Efficient Cross-Lingual Natural Language Understanding.

Taixi Lu, Haoyu Wang, Huajie Shao, Jing Gao, Huaxiu Yao

CoRR, 2024

Lens: A Foundation Model for Network Traffic in Cybersecurity.

Qineng Wang, Chen Qian, Xiaochang Li, Ziyu Yao, Huajie Shao

CoRR, 2024

Enhancing Compositional Generalization via Compositional Feature Alignment.

Haoxiang Wang, Haozhe Si, Huajie Shao, Han Zhao

CoRR, 2024

2023

General-Purpose Multi-Modal OOD Detection Framework.

Viet Duong, Qiong Wu, Zhengyi Zhou, Eric Zavesky, Jiahe Chen, Xiangzhou Liu, Wen-Ling Hsu, Huajie Shao

CoRR, 2023

Neural Symbolic Regression using Control Variables.

Xieting Chu, Hongjue Zhao, Enze Xu, Hairong Qi, Minghan Chen, Huajie Shao

CoRR, 2023

Condensed Prototype Replay for Class Incremental Learning.

Jiangtao Kong, Zhenyu Zong, Tianyi Zhou, Huajie Shao

CoRR, 2023

Balancing Privacy Protection and Interpretability in Federated Learning.

Zhe Li, Honglong Chen, Zhichen Ni, Huajie Shao

CoRR, 2023

Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity.

Clare Elizabeth Heinbaugh, Emilio Luz-Ricca, Huajie Shao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Unified Knowledge Distillation Framework for Deep Directed Graphical Models.

Yizhuo Chen, Kaizhao Liang, Zhe Zeng, Shuochao Yao, Huajie Shao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Hear Sign Language: A Real-Time End-to-End Sign Language Recognition System.

Zhibo Wang, Tengda Zhao, Jinxin Ma, Hongkai Chen, Kaixin Liu, Huajie Shao, Qian Wang, Ju Ren

IEEE Trans. Mob. Comput., 2022

Real-Time Task Scheduling for Machine Perception in Intelligent Cyber-Physical Systems.

Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Huajie Shao, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher

IEEE Trans. Computers, 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

COMBO: Pre-Training Representations of Binary Code Using Contrastive Learning.

Yifan Zhang, Chen Huang, Yueke Zhang, Kevin Cao, Scott Thomas Andersen, Huajie Shao, Kevin Leach, Yu Huang

CoRR, 2022

Phy-Taylor: Physics-Model-Based Deep Neural Networks.

Yanbing Mao, Lui Sha, Huajie Shao, Yuliang Gu, Qixin Wang, Tarek F. Abdelzaher

CoRR, 2022

ASTRO: An AST-Assisted Approach for Generalizable Neural Clone Detection.

Yifan Zhang, Junwen Yang, Haoyu Dong, Qingchen Wang, Huajie Shao, Kevin Leach, Yu Huang

CoRR, 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

Rethinking Controllable Variational Autoencoders.

Huajie Shao, Yifei Yang, Haohong Lin, Longzhong Lin, Yizhuo Chen, Qinmin Yang, Han Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Patient Similarity Learning with Selective Forgetting.

Wei Qian, Chenxu Zhao, Huajie Shao, Minghan Chen, Fei Wang, Mengdi Huai

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Mining social sensing data: representation, modeling, and applications

Huajie Shao

PhD thesis, 2021

Trustworthy and Cost-Effective Cell Selection for Sparse Mobile Crowdsensing Systems.

Peng Sun, Zhibo Wang, Liantao Wu, Huajie Shao, Hairong Qi, Zhi Wang

IEEE Trans. Veh. Technol., 2021

Truth Discovery With Multi-Modal Data in Social Sensing.

Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher

IEEE Trans. Computers, 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

Pain-FL: Personalized Privacy-Preserving Incentive for Federated Learning.

Peng Sun, Haoxuan Che, Zhibo Wang, Yuwei Wang, Tao Wang, Liantao Wu, Huajie Shao

IEEE J. Sel. Areas 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

Controllable and Diverse Text Generation in E-commerce.

Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher

Proceedings of the WWW '21: The Web Conference 2021, 2021

Simulating Online Social Response: A Stimulus/Response Perspective.

Huajie Shao, Tarek F. Abdelzaher, Jiawei Han, Minhao Jiang, Yuning Mao, Yu Meng, Wenda Qiu, Dachun Sun, Ruijie Wang, Chaoqi Yang, Zhenzhou Yang, Xinyang Zhang, Yu Zhang, Sam Cohen, James Flamino, György Korniss, Omar Malik, Aamir Mandviwalla, Boleslaw K. Szymanski, Lake Yin

Proceedings of the Winter Simulation Conference, 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

On Orthogonality Constraints for Transformers.

Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 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

ControlVAE: Tuning, Analytical Properties, and Performance Analysis.

Huajie Shao, Zhisheng Xiao, Shuochao Yao, Aston Zhang, Shengzhong Liu, Tarek F. Abdelzaher

CoRR, 2020

Challenging β-VAE with β<1 for Disentanglement Via Dynamic Learning.

Huajie Shao, Haohong Lin, Qinmin Yang, Shuochao Yao, Tarek F. Abdelzaher

CoRR, 2020

Controllable Variational Autoencoder.

Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher

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

Multiscale online media simulation with SocialCube.

Tarek F. Abdelzaher, Jiawei Han, Yifan Hao, Andong Jing, Dongxin Liu, Shengzhong Liu, Hoang Hai Nguyen, David M. Nicol, Huajie Shao, Tianshi Wang, Shuochao Yao, Yu Zhang, Omar Malik, Stephen Dipple, James Flamino, Fred Buchanan, Sam Cohen, György Korniss, Boleslaw K. Szymanski

Comput. Math. Organ. Theory, 2020

paper2repo: GitHub Repository Recommendation for Academic Papers.

Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 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

ControlVAE: Controllable Variational Autoencoder.

Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher

Proceedings of the 37th International Conference on Machine Learning, 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

Privacy-Preserving Crowd-Sourced Statistical Data Publishing with An Untrusted Server.

Zhibo Wang, Xiaoyi Pang, Yahong Chen, Huajie Shao, Qian Wang, Libing Wu, Honglong Chen, Hairong Qi

IEEE Trans. Mob. Comput., 2019

AirMouse: Turning a Pair of Glasses Into a Mouse in the Air.

Zhibo Wang, Yijie Li, Bonan Jin, Qian Wang, Yunhe Feng, Yanjun Li, Huajie Shao

IEEE Internet Things J., 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

SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications.

Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Eugene: Towards Deep Intelligence as a Service.

Shuochao Yao, Kasthuri Jayarajah, Archan Misra, Tarek F. Abdelzaher, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub.

Shengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Simulation Evaluation of Fuel-Saving Systems in the City of Chicago.

Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service.

Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu

Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019

Unsupervised Fact-finding with Multi-modal Data in Social Sensing.

Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework.

Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Deep Learning for the Internet of Things.

Shuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Chao Zhang, Lu Su, Tarek F. Abdelzaher

Computer, 2018

A predictive Self-Configuring Simulator for Online Media.

Shuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski

Proceedings of the 2018 Winter Simulation Conference, 2018

FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices.

Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher

Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

A Constrained Maximum Likelihood Estimator for Unguided Social Sensing.

Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications.

Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Codrive: cooperative driving scheme for vehicles in urban signalized intersections.

Yiran Zhao, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher

Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, 2018

2017

Double-Layer Compressive Sensing Based Efficient DOA Estimation in WSAN with Block Data Loss.

Peng Sun, Liantao Wu, Kai Yu, Huajie Shao, Zhi Wang

Sensors, 2017

VibeBin: A Vibration-Based Waste Bin Level Detection System.

Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations.

Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek F. Abdelzaher

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs.

Huajie Shao, Shiguang Wang, Shen Li, Shuochao Yao, Yiran Zhao, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan

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

GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction.

Yiran Zhao, Shen Li, Shaohan Hu, Lu Su, Shuochao Yao, Huajie Shao, Hongwei Wang, Tarek F. Abdelzaher

Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017

Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems.

Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher

Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, 2017

2016

An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers.

Yiran Zhao, Shen Li, Shaohan Hu, Hongwei Wang, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher

Proc. VLDB Endow., 2016

2014

Efficient Closed-Form Algorithms for AOA Based Self-Localization of Sensor Nodes Using Auxiliary Variables.

Hua-Jie Shao, Xiao-Ping Zhang, Zhi Wang

IEEE Trans. Signal Process., 2014

Optimal Load Balancing and Energy Cost Management for Internet Data Centers in Deregulated Electricity Markets.

Hua-Jie Shao, Lei Rao, Zhi Wang, Xue Liu, Zhibo Wang, Kui Ren

IEEE Trans. Parallel Distributed Syst., 2014

Novel closed-form auxiliary variables based algorithms for sensor node localization using AOA.

Hua-Jie Shao, Xiao-Ping Zhang, Zhi Wang

Proceedings of the IEEE International Conference on Acoustics, 2014

2012

Integrated Tracking Initiation Mechanism Based on Probability for Bearing-Only Sensor Networks.

Yuanshi Li, Zhi Wang, Huajie Shao, Shengsheng Cai, Ming Bao

Proceedings of the Advances in Wireless Sensor Networks, 2012