Huajie Shao - RankMe

109 papers A* 16A 4B 10C 1Misc 4Journal 67Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Generalizable Physics-guided Causal Model for Trajectory Prediction in Autonomous Driving. CoRR Zhenyu Zong, Yuchen Wang, Haohong Lin, Lu Gan, Huajie Shao
2026	J	`jnl`	ODESteer: A Unified ODE-Based Steering Framework for LLM Alignment. CoRR Hongjue Zhao, Haosen Sun, Jiangtao Kong, Xiaochang Li, Qineng Wang, Liwei Jiang, Qi Zhu, Tarek F. Abdelzaher, Yejin Choi, Manling Li, Huajie Shao
2026	J	`jnl`	Towards Comprehensive Benchmarking Infrastructure for LLMs In Software Engineering. CoRR Daniel Rodríguez-Cárdenas, Xiaochang Li, Marcos Macedo, Antonio Mastropaolo, Dipin Khati, Yuan Tian, Huajie Shao, Denys Poshyvanyk
2026	J	`jnl`	Understanding the Theoretical Foundations of Deep Neural Networks through Differential Equations. CoRR Hongjue Zhao, Yizhuo Chen, Yuchen Wang, Hairong Qi, Lui Sha, Tarek F. Abdelzaher, Huajie Shao
2026	J	`jnl`	Weakly-Supervised Disentangled Representation Learning via Filter-Based Adaptive Swapping. Trans. Mach. Learn. Res. Zhenyu Zong, Qidi Wang, Simon Yu, Hongpeng Cao, Yanbing Mao, Han Zhao, Lui Sha, Huajie Shao
2026	J	`jnl`	WestWorld: A Knowledge-Encoded Scalable Trajectory World Model for Diverse Robotic Systems. CoRR Yuchen Wang, Jiangtao Kong, Sizhe Wei, Xiaochang Li, Haohong Lin, Hongjue Zhao, Tianyi Zhou, Lu Gan, Huajie Shao
2025	A*	`conf`	A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments. ICML Yuchen Wang, Hongjue Zhao, Haohong Lin, Enze Xu, Lifang He, Huajie Shao
2025	J	`jnl`	A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments. CoRR Yuchen Wang, Hongjue Zhao, Haohong Lin, Enze Xu, Lifang He, Huajie Shao
2025	A*	`conf`	Accelerating Neural ODEs: A Variational Formulation-based Approach. ICLR Hongjue Zhao, Yuchen Wang, Hairong Qi, Zijie Huang, Han Zhao, Lui Sha, Huajie Shao
2025	B	`conf`	ElectroMeter: The Practical Electrolyte Measurement System. CHASE John Clapham, Michelle Zhou, Collin MacDonald, Kenneth Koltermann, Ye Gao, Huajie Shao
2025	J	`jnl`	Explore the vulnerability of black-box models via diffusion models. CoRR Jiacheng Shi, Yanfu Zhang, Huajie Shao, Ashley Gao
2025	J	`jnl`	FM-FoG: A Real-Time Foundation Model-based Wearable System for Freezing-of-Gait Mitigation. CoRR Chuntian Chi, John Clapham, Leslie Cloud, Ingrid Pretzer-Aboff, Gina Mari Blackwell, Huajie Shao, Gang Zhou
2025	J	`jnl`	Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning. CoRR Weixin Chen, Simon Yu, Huajie Shao, Lui Sha, Han Zhao
2025	B	`conf`	P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices. ICCCN Wei Fan, JinYi Yoon, Xiaochang Li, Huajie Shao, Bo Ji
2025	J	`jnl`	P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices. CoRR Wei Fan, JinYi Yoon, Xiaochang Li, Huajie Shao, Bo Ji
2025	J	`jnl`	Phy-Taylor: Partially Physics-Knowledge-Enhanced Deep Neural Networks via NN Editing. IEEE Trans. Neural Networks Learn. Syst. Yanbing Mao, Yuliang Gu, Lui Sha, Huajie Shao, Qixin Wang, Tarek F. Abdelzaher
2025	J	`jnl`	Pre-Training Representations of Binary Code Using Contrastive Learning. Trans. Mach. Learn. Res. Yifan Zhang, Chen Huang, Yueke Zhang, Huajie Shao, Kevin Leach, Yu Huang
2025	J	`jnl`	SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of LLM-based Embodied Agents. CoRR Simon Sinong Zhan, Yao Liu, Philip Wang, ZiNan Wang, Qineng Wang, Zhian Ruan, Xiangyu Shi, Xinyu Cao, Frank Yang, Kangrui Wang, Huajie Shao, Manling Li, Qi Zhu
2025	A*	`conf`	Towards More Trustworthy Deep Code Models by Enabling Out-of-Distribution Detection. ICSE Yanfu Yan, Viet Duong, Huajie Shao, Denys Poshyvanyk
2025	J	`jnl`	Towards More Trustworthy Deep Code Models by Enabling Out-of-Distribution Detection. CoRR Yanfu Yan, Viet Duong, Huajie Shao, Denys Poshyvanyk
2025	B	`conf`	Trigger-Finder: A Real-Time Freezing-of-Gait Trigger Detection System Using an Instruction-Tuned Multimodal Large Language Model. CHASE Chen Qian, Chuntian Chi, John Clapham, Jiarui Qi, Zherui Zhang, Gina Mari Blackwell, Ingrid Pretzer-Aboff, Leslie Cloud, Meiyi Ma, Gang Zhou, Huajie Shao
2025	J	`jnl`	VISAT: Benchmarking Adversarial and Distribution Shift Robustness in Traffic Sign Recognition with Visual Attributes. CoRR Simon Yu, Peilin Yu, Hongbo Zheng, Huajie Shao, Han Zhao, Lui Sha
2025	B	`conf`	WaveTremor: Tremor Detection for Parkinson's Disease via Spatial-Temporal Learning. CHASE Xinyu Chen, Kenneth Koltermann, John Clapham, Gina Mari Blackwell, Leslie Cloud, Ingrid Pretzer-Aboff, Huajie Shao, Gang Zhou
2025	J	`jnl`	YoooP: You Only Optimize One Prototype per Class for Non-Exemplar Incremental Learning. Trans. Mach. Learn. Res. Jiangtao Kong, Zhenyu Zong, Tianyi Zhou, Huajie Shao
2024	J	`jnl`	A General-Purpose Multi-Modal OOD Detection Framework. Trans. Mach. Learn. Res. Viet Duong, Qiong Wu, Zhengyi Zhou, Eric Zavesky, Wen-Ling Hsu, Han Zhao, Huajie Shao
2024	J	`jnl`	Blending Two Styles: Generating Inter-domain Images with MiddleGAN. Trans. Mach. Learn. Res. Collin MacDonald, Zhendong Chu, John A. Stankovic, Huajie Shao, Gang Zhou, Ashley Gao
2024	J	`jnl`	C CoRR Taixi Lu, Haoyu Wang, Huajie Shao, Jing Gao, Huaxiu Yao
2024	A*	`conf`	CAT: Interpretable Concept-based Taylor Additive Models. KDD Viet Duong, Qiong Wu, Zhengyi Zhou, Hongjue Zhao, Chenxiang Luo, Eric Zavesky, Huaxiu Yao, Huajie Shao
2024	J	`jnl`	CAT: Interpretable Concept-based Taylor Additive Models. CoRR Viet Duong, Qiong Wu, Zhengyi Zhou, Hongjue Zhao, Chenxiang Luo, Eric Zavesky, Huaxiu Yao, Huajie Shao
2024	A*	`conf`	Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining. ICML Yudong Gao, Honglong Chen, Peng Sun, Zhe Li, Junjian Li, Huajie Shao
2024	J	`jnl`	Enhancing Compositional Generalization via Compositional Feature Alignment. CoRR Haoxiang Wang, Haozhe Si, Huajie Shao, Han Zhao
2024	J	`jnl`	Enhancing Compositional Generalization via Compositional Feature Alignment. Trans. Mach. Learn. Res. Haoxiang Wang, Haozhe Si, Huajie Shao, Han Zhao
2024	B	`conf`	Gait-Guard: Turn-aware Freezing of Gait Detection for Non-intrusive Intervention Systems. CHASE Kenneth Koltermann, John Clapham, Gina Mari Blackwell, Woosub Jung, Evie N. Burnet, Ye Gao, Huajie Shao, Leslie Cloud, Ingrid Pretzer-Aboff, Gang Zhou
2024	J	`jnl`	Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learning. CoRR Jiangtao Kong, Jiacheng Shi, Ashley Gao, Shaohan Hu, Tianyi Zhou, Huajie Shao
2024	J	`jnl`	Lens: A Foundation Model for Network Traffic in Cybersecurity. CoRR Qineng Wang, Chen Qian, Xiaochang Li, Ziyu Yao, Huajie Shao
2024	J	`jnl`	Measuring Copyright Risks of Large Language Model via Partial Information Probing. CoRR Weijie Zhao, Huajie Shao, Zhaozhuo Xu, Suzhen Duan, Denghui Zhang
2024	J	`jnl`	NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models. CoRR Chen Qian, Xiaochang Li, Qineng Wang, Gang Zhou, Huajie Shao
2024	J	`jnl`	Staged Noise Perturbation for Privacy-Preserving Federated Learning. IEEE Trans. Sustain. Comput. Zhe Li, Honglong Chen, Yudong Gao, Zhichen Ni, Huansheng Xue, Huajie Shao
2023	A*	`conf`	A Unified Knowledge Distillation Framework for Deep Directed Graphical Models. CVPR Yizhuo Chen, Kaizhao Liang, Zhe Zeng, Shuochao Yao, Huajie Shao
2023	J	`jnl`	Balancing Privacy Protection and Interpretability in Federated Learning. CoRR Zhe Li, Honglong Chen, Zhichen Ni, Huajie Shao
2023	J	`jnl`	Condensed Prototype Replay for Class Incremental Learning. CoRR Jiangtao Kong, Zhenyu Zong, Tianyi Zhou, Huajie Shao
2023	A*	`conf`	Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity. ICLR Clare Elizabeth Heinbaugh, Emilio Luz-Ricca, Huajie Shao
2023	J	`jnl`	General-Purpose Multi-Modal OOD Detection Framework. CoRR Viet Duong, Qiong Wu, Zhengyi Zhou, Eric Zavesky, Jiahe Chen, Xiangzhou Liu, Wen-Ling Hsu, Huajie Shao
2023	J	`jnl`	Neural Symbolic Regression using Control Variables. CoRR Xieting Chu, Hongjue Zhao, Enze Xu, Hairong Qi, Minghan Chen, Huajie Shao
2022	J	`jnl`	ASTRO: An AST-Assisted Approach for Generalizable Neural Clone Detection. CoRR Yifan Zhang, Junwen Yang, Haoyu Dong, Qingchen Wang, Huajie Shao, Kevin Leach, Yu Huang
2022	J	`jnl`	COMBO: Pre-Training Representations of Binary Code Using Contrastive Learning. CoRR Yifan Zhang, Chen Huang, Yueke Zhang, Kevin Cao, Scott Thomas Andersen, Huajie Shao, Kevin Leach, Yu Huang
2022	J	`jnl`	ControlVAE: Tuning, Analytical Properties, and Performance Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Huajie Shao, Zhisheng Xiao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
2022	J	`jnl`	Hear Sign Language: A Real-Time End-to-End Sign Language Recognition System. IEEE Trans. Mob. Comput. Zhibo Wang, Tengda Zhao, Jinxin Ma, Hongkai Chen, Kaixin Liu, Huajie Shao, Qian Wang, Ju Ren
2022	—	`conf`	Patient Similarity Learning with Selective Forgetting. BIBM Wei Qian, Chenxu Zhao, Huajie Shao, Minghan Chen, Fei Wang, Mengdi Huai
2022	J	`jnl`	Phy-Taylor: Physics-Model-Based Deep Neural Networks. CoRR Yanbing Mao, Lui Sha, Huajie Shao, Yuliang Gu, Qixin Wang, Tarek F. Abdelzaher
2022	J	`jnl`	Real-Time Task Scheduling for Machine Perception in Intelligent Cyber-Physical Systems. IEEE Trans. Computers Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Huajie Shao, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher
2022	A*	`conf`	Rethinking Controllable Variational Autoencoders. CVPR Huajie Shao, Yifei Yang, Haohong Lin, Longzhong Lin, Yizhuo Chen, Qinmin Yang, Han Zhao
2022	A*	`conf`	Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders. SIGIR Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher
2021	J	`jnl`	Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Tianshi Wang, Shuochao Yao, Shengzhong Liu, Jinyang Li, Dongxin Liu, Huajie Shao, Ruijie Wang, Tarek F. Abdelzaher
2021	J	`jnl`	Computational Modeling of Hierarchically Polarized Groups by Structured Matrix Factorization. Frontiers Big Data Dachun Sun, Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher
2021	A*	`conf`	Controllable and Diverse Text Generation in E-commerce. WWW Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher
2021	J	`jnl`	Controllable and Diverse Text Generation in E-commerce. CoRR Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher
2021	J	`jnl`	Deep Compressive Offloading: Speeding Up Edge Offloading for AI Services. GetMobile Mob. Comput. Commun. Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher
2021	A*	`conf`	DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. SIGIR Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher
2021	J	`jnl`	DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. CoRR Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher
2021	—	`—`	Mining social sensing data: representation, modeling, and applications Huajie Shao
2021	—	`conf`	On Orthogonality Constraints for Transformers. ACL/IJCNLP (2) Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee
2021	J	`jnl`	Pain-FL: Personalized Privacy-Preserving Incentive for Federated Learning. IEEE J. Sel. Areas Commun. Peng Sun, Haoxuan Che, Zhibo Wang, Yuwei Wang, Tao Wang, Liantao Wu, Huajie Shao
2021	Misc	`conf`	Simulating Online Social Response: A Stimulus/Response Perspective. WSC 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
2021	J	`jnl`	Trustworthy and Cost-Effective Cell Selection for Sparse Mobile Crowdsensing Systems. IEEE Trans. Veh. Technol. Peng Sun, Zhibo Wang, Liantao Wu, Huajie Shao, Hairong Qi, Zhi Wang
2021	J	`jnl`	Truth Discovery With Multi-Modal Data in Social Sensing. IEEE Trans. Computers Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher
2021	J	`jnl`	Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders. CoRR Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher
2020	J	`jnl`	Challenging β-VAE with β<1 for Disentanglement Via Dynamic Learning. CoRR Huajie Shao, Haohong Lin, Qinmin Yang, Shuochao Yao, Tarek F. Abdelzaher
2020	A*	`conf`	ControlVAE: Controllable Variational Autoencoder. ICML Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher
2020	J	`jnl`	ControlVAE: Tuning, Analytical Properties, and Performance Analysis. CoRR Huajie Shao, Zhisheng Xiao, Shuochao Yao, Aston Zhang, Shengzhong Liu, Tarek F. Abdelzaher
2020	J	`jnl`	Controllable Variational Autoencoder. CoRR Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher
2020	Misc	`conf`	Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency. SenSys Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher
2020	J	`jnl`	Disentangling Overlapping Beliefs by Structured Matrix Factorization. CoRR Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher
2020	J	`jnl`	GIobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information Fusion. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Shengzhong Liu, Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Huajie Shao, Tarek F. Abdelzaher
2020	J	`jnl`	Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Shengzhong Liu, Shuochao Yao, Yifei Huang, Dongxin Liu, Huajie Shao, Yiran Zhao, Jinyang Li, Tianshi Wang, Ruijie Wang, Chaoqi Yang, Tarek F. Abdelzaher
2020	B	`conf`	Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization. ASONAM Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher
2020	B	`conf`	Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks. ICCCN Huajie Shao, Shuochao Yao, Andong Jing, Shengzhong Liu, Dongxin Liu, Tianshi Wang, Jinyang Li, Chaoqi Yang, Ruijie Wang, Tarek F. Abdelzaher
2020	J	`jnl`	Multiscale online media simulation with SocialCube. Comput. Math. Organ. Theory 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
2020	B	`conf`	Scheduling Real-time Deep Learning Services as Imprecise Computations. RTCSA Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
2020	J	`jnl`	Scheduling Real-time Deep Learning Services as Imprecise Computations. CoRR Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
2020	A*	`conf`	paper2repo: GitHub Repository Recommendation for Academic Papers. WWW Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher
2020	J	`jnl`	paper2repo: GitHub Repository Recommendation for Academic Papers. CoRR Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher
2019	A	`conf`	A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub. ICDCS Shengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher
2019	J	`jnl`	AirMouse: Turning a Pair of Glasses Into a Mouse in the Air. IEEE Internet Things J. Zhibo Wang, Yijie Li, Bonan Jin, Qian Wang, Yunhe Feng, Yanjun Li, Huajie Shao
2019	A	`conf`	Eugene: Towards Deep Intelligence as a Service. ICDCS 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
2019	—	`conf`	GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service. ICAC Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu
2019	J	`jnl`	Privacy-Preserving Crowd-Sourced Statistical Data Publishing with An Untrusted Server. IEEE Trans. Mob. Comput. Zhibo Wang, Xiaoyi Pang, Yahong Chen, Huajie Shao, Qian Wang, Libing Wu, Honglong Chen, Hairong Qi
2019	A*	`conf`	SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. INFOCOM Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher
2019	A*	`conf`	STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. WWW 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
2019	J	`jnl`	STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. CoRR 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
2019	B	`conf`	Simulation Evaluation of Fuel-Saving Systems in the City of Chicago. ICCCN Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher
2019	C	`conf`	Unsupervised Fact-finding with Multi-modal Data in Social Sensing. FUSION Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher
2018	A*	`conf`	A Constrained Maximum Likelihood Estimator for Unguided Social Sensing. INFOCOM Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher
2018	Misc	`conf`	A predictive Self-Configuring Simulator for Online Media. WSC Shuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski
2018	A	`conf`	ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. ICDCS Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher
2018	—	`conf`	Codrive: cooperative driving scheme for vehicles in urban signalized intersections. ICCPS Yiran Zhao, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher
2018	J	`jnl`	Deep Learning for the Internet of Things. Computer Shuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Chao Zhang, Lu Su, Tarek F. Abdelzaher
2018	Misc	`conf`	FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. SenSys Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher
2018	J	`jnl`	FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. CoRR Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher
2018	J	`jnl`	SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher
2017	B	`conf`	Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems. EWSN Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher
2017	J	`jnl`	Double-Layer Compressive Sensing Based Efficient DOA Estimation in WSAN with Block Data Loss. Sensors Peng Sun, Liantao Wu, Kai Yu, Huajie Shao, Zhi Wang
2017	—	`conf`	GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction. ICCPS Yiran Zhao, Shen Li, Shaohan Hu, Lu Su, Shuochao Yao, Huajie Shao, Hongwei Wang, Tarek F. Abdelzaher
2017	A	`conf`	Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs. ICDCS Huajie Shao, Shiguang Wang, Shen Li, Shuochao Yao, Yiran Zhao, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan
2017	J	`jnl`	RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations. CoRR Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek F. Abdelzaher
2017	J	`jnl`	RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek F. Abdelzaher
2017	J	`jnl`	VibeBin: A Vibration-Based Waste Bin Level Detection System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher
2016	J	`jnl`	An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers. Proc. VLDB Endow. Yiran Zhao, Shen Li, Shaohan Hu, Hongwei Wang, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher
2012	—	`conf`	Integrated Tracking Initiation Mechanism Based on Probability for Bearing-Only Sensor Networks. CWSN YuanShi Li, Zhi Wang, Huajie Shao, Shengsheng Cai, Ming Bao