Towards a Sustainable Incentive Mechanism for Participatory Sensing. - Xiaoshan Sun; Jinyang Li 004; Wei Zheng 011; Hengchang Liu (IoTDI, 2016)

TennisMaster: an IMU-based online serve performance evaluation system. - Disheng Yang; Jian Tang; Yang Huang; Chao Xu; Jinyang Li 004; Liang Hu; Guobin Shen; Chieh-Jan Mike Liang; Hengchang Liu (AH, 2017)

Dynamic Pricing at Electric Vehicle Charging Stations for Queueing Delay Reduction. - Peng Xu; Jinyang Li 004; Xiaoshan Sun; Wei Zheng 011; Hengchang Liu (ICDCS, 2017)

Towards a holistic and optimized framework for smart grid regulation. - Junjie Wang 006; Jinyang Li 004; Tianshu Pang; Xiaoshan Sun; Qi Liu; Hengchang Liu (IPCCC, 2017)

Towards an Efficient and Real-Time Scheduling Platform for Mobile Charging Vehicles. - Qi Liu; Jinyang Li 004; Xiaoshan Sun; Junjie Wang 006; Yang Ning; Wei Zheng 011; Jian Li; Hengchang Liu (ICA3PP (3), 2018)

Dynamic pricing at electric vehicle charging stations for waiting time reduction. - Peng Xu; Xiaoshan Sun; Junjie Wang 006; Jinyang Li 004; Wei Zheng 011; Hengchang Liu (ICCIP, 2018)

ST-DRN: Deep Residual Networks for Spatio-Temporal Metro Stations Crowd Flows Forecast. - Yang Ning; Yang Huang; Jinyang Li 004; Qi Liu; Disheng Yang; Wei Zheng 011; Hengchang Liu (IJCNN, 2018)

Planning Electric Vehicle Charging Stations Based on User Charging Behavior. - Jinyang Li 004; Xiaoshan Sun; Qi Liu; Wei Zheng 011; Hengchang Liu; John A. Stankovic (IoTDI, 2018)

An Automatic and Accurate Localization System for Firefighters. - Jinyang Li 004; Zhiheng Xie; Xiaoshan Sun; Jian Tang; Hengchang Liu; John A. Stankovic (IoTDI, 2018)

Towards Accurate and Real-time Information Extrapolation on Charging Pile Network. - Jinyang Li 004; Tingzhi Li; Xiaoshan Sun; Peng Xu; Junjie Wang 006; Qi Liu; Wei Zheng 011; Jian Li; Hengchang Liu (IoPARTS@MobiSys, 2018)

Planning Mobile Charging Vehicles Based on User Charging Behavior. - Qi Liu; Jinyang Li 004; Xiaoshan Sun; Peng Xu; Junjie Wang 006; Wei Zheng 011; Jian Li; Hengchang Liu (IoPARTS@MobiSys, 2018)

Towards an Efficient Cyber-Physical System for First-Mile Taxi Transit in Urban Complex. - Junjie Wang 006; Peng Xu; Jinyang Li 004; Xiaoshan Sun; Wenchong Tian; Jie Ling; Wei Zheng 011; Hengchang Liu (HASE, 2019)

Stardust: A deep learning serving system in IoT: demo abstract. - Shuochao Yao; Tianshi Wang; Jinyang Li 004; Tarek F. Abdelzaher (SenSys, 2019)

STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. - Shuochao Yao; Ailing Piao; Wenjun Jiang; Yiran Zhao 001; Huajie Shao; Shengzhong Liu; Dongxin Liu; Jinyang Li 004; Tianshi Wang; Shaohan Hu; Lu Su 001; Jiawei Han 001; et al. (WWW, 2019)

Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization. - Chaoqi Yang; Jinyang Li 004; Ruijie Wang 004; Shuochao Yao; Huajie Shao; Dongxin Liu; Shengzhong Liu; Tianshi Wang; Tarek F. Abdelzaher (ASONAM, 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 004; Chaoqi Yang; Ruijie Wang 004; Tarek F. Abdelzaher (ICCCN, 2020)

Scheduling Real-time Deep Learning Services as Imprecise Computations. - Shuochao Yao; Yifan Hao; Yiran Zhao 001; Huajie Shao; Dongxin Liu; Shengzhong Liu; Tianshi Wang; Jinyang Li 004; Tarek F. Abdelzaher (RTCSA, 2020)

Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency. - Shuochao Yao; Jinyang Li 004; Dongxin Liu; Tianshi Wang; Shengzhong Liu; Huajie Shao; Tarek F. Abdelzaher (SenSys, 2020)

Disentangling Overlapping Beliefs by Structured Matrix Factorization. - Chaoqi Yang; Jinyang Li 004; Ruijie Wang 004; Shuochao Yao; Huajie Shao; Dongxin Liu; Shengzhong Liu; Tianshi Wang; Tarek F. Abdelzaher (CoRR, 2020)

The Paradox of Information Access: On Modeling Social-Media-Induced Polarization. - Chao Xu; Jinyang Li 004; Tarek F. Abdelzaher; Heng Ji 001; Boleslaw K. Szymanski; John Dellaverson (CoRR, 2020)

The Paradox of Information Access: Growing Isolation in the Age of Sharing. - Tarek F. Abdelzaher; Heng Ji 001; Jinyang Li 004; Chaoqi Yang; John Dellaverson; Lixia Zhang 001; Chao Xu; Boleslaw K. Szymanski (CoRR, 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 001; Jinyang Li 004; Tianshi Wang; Ruijie Wang 004; Chaoqi Yang; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

GIobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information Fusion. - Shengzhong Liu; Shuochao Yao; Jinyang Li 004; Dongxin Liu; Tianshi Wang; Huajie Shao; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

On Polarization Dynamics in the Age of Information Overload. - Chao Xu; Jinyang Li 004; Dachun Sun; Ruijie Wang 004; Tarek F. Abdelzaher; Jesse Graham; Boleslaw K. Szymanski (ICWSM Workshops, 2021)

Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs. - Jinyang Li 004; Runyu Ma; Vikram Sharma Mailthody; Colin Samplawski; Benjamin M. Marlin; Songqing Chen; Shuochao Yao; Tarek F. Abdelzaher (MILCOM, 2021)

DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. - Ruijie Wang 004; Zijie Huang 002; Shengzhong Liu; Huajie Shao; Dongxin Liu; Jinyang Li 004; Tianshi Wang; Dachun Sun; Shuochao Yao; Tarek F. Abdelzaher (SIGIR, 2021)

Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders. - Jinning Li 001; Huajie Shao; Dachun Sun; Ruijie Wang 004; Yuchen Yan; Jinyang Li 004; Shengzhong Liu; Hanghang Tong; Tarek F. Abdelzaher (CoRR, 2021)

Computational Modeling of Hierarchically Polarized Groups by Structured Matrix Factorization. - Dachun Sun; Chaoqi Yang; Jinyang Li 004; Ruijie Wang 004; Shuochao Yao; Huajie Shao; Dongxin Liu; Shengzhong Liu; Tianshi Wang; Tarek F. Abdelzaher (Frontiers Big Data, 2021)

Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding. - Tianshi Wang; Shuochao Yao; Shengzhong Liu; Jinyang Li 004; Dongxin Liu; Huajie Shao; Ruijie Wang 004; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Deep Compressive Offloading: Speeding Up Edge Offloading for AI Services. - Shuochao Yao; Jinyang Li 004; Dongxin Liu; Tianshi Wang; Shengzhong Liu; Huajie Shao; Tarek F. Abdelzaher (GetMobile Mob. Comput. Commun., 2021)

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 004; Shengzhong Liu; Matthew Caesar 001; Deepti Kalasapura; Joydeep Bhattacharyya; Nassy Srour; Jae Kim; Guijun Wang; et al. (ICCCN, 2022)

The Methodological Pitfall of Dataset-Driven Research on Deep Learning: An IoT Example. - Tianshi Wang; Denizhan Kara; Jinyang Li 004; Shengzhong Liu; Tarek F. Abdelzaher; Brian Jalaian (MILCOM, 2022)

URSABench: A System for Comprehensive Benchmarking of Bayesian Deep Neural Network Models and Inference methods. - Meet P. Vadera; Jinyang Li 004; Adam D. Cobb; Brian Jalaian; Tarek F. Abdelzaher; Benjamin M. Marlin (MLSys, 2022)

AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading. - Shengzhong Liu; Tianshi Wang; Jinyang Li 004; Dachun Sun; Mani B. Srivastava; Tarek F. Abdelzaher (ACM Multimedia, 2022)

Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders. - Jinning Li 001; Huajie Shao; Dachun Sun; Ruijie Wang 004; Yuchen Yan; Jinyang Li 004; Shengzhong Liu; Hanghang Tong; Tarek F. Abdelzaher (SIGIR, 2022)

ControlVAE: Tuning, Analytical Properties, and Performance Analysis. - Huajie Shao; Zhisheng Xiao; Shuochao Yao; Dachun Sun; Aston Zhang; Shengzhong Liu; Tianshi Wang; Jinyang Li 004; Tarek F. Abdelzaher (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

TwinSync: A Digital Twin Synchronization Protocol for Bandwidth-Limited IoT Applications. - Deepti Kalasapura; Jinyang Li 004; Shengzhong Liu; Yizhuo Chen; Ruijie Wang 004; Tarek F. Abdelzaher; Matthew Caesar 001; Joydeep Bhattacharyya; Jae Kim; Guijun Wang; Greg Kimberly; Josh D. Eckhardt; et al. (ICCCN, 2023)

FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space. - Shengzhong Liu; Tomoyoshi Kimura; Dongxin Liu; Ruijie Wang 004; Jinyang Li 004; Suhas N. Diggavi; Mani B. Srivastava; Tarek F. Abdelzaher (NeurIPS, 2023)

SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. - Tianshi Wang; Jinyang Li 004; Ruijie Wang 004; Denizhan Kara; Shengzhong Liu; Davis Wertheimer; Antoni Viros-i-Martin; Raghu K. Ganti; Mudhakar Srivatsa; Tarek F. Abdelzaher (SenSys, 2023)

The Case for Micro Foundation Models to Support Robust Edge Intelligence. - Tomoyoshi Kimura; Ashitabh Misra; Yizhuo Chen; Denizhan Kara; Jinyang Li 004; Tianshi Wang; Ruijie Wang 004; Joydeep Bhattacharyya; Jae Kim; Prashant J. Shenoy; Mani Srivastava 001; Maggie B. Wigness; et al. (CogMI, 2024)

Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration. - Jinyang Li 004; Yizhuo Chen; Tomoyoshi Kimura; Tianshi Wang; Ruijie Wang 004; Denizhan Kara; Yigong Hu; Li Wu; Walid A. Hanafy; Abel Souza; Prashant J. Shenoy; Maggie B. Wigness; et al. (ICCCN, 2024)

Data Augmentation for Human Activity Recognition via Condition Space Interpolation within a Generative Model. - Tianshi Wang; Yizhuo Chen; Qikai Yang; Dachun Sun; Ruijie Wang 004; Jinyang Li 004; Tomoyoshi Kimura; Tarek F. Abdelzaher (ICCCN, 2024)

Fine-grained Control of Generative Data Augmentation in IoT Sensing. - Tianshi Wang; Qikai Yang; Ruijie Wang 004; Dachun Sun; Jinyang Li 004; Yizhuo Chen; Yigong Hu; Chaoqi Yang; Tomoyoshi Kimura; Denizhan Kara; Tarek F. Abdelzaher (NeurIPS, 2024)

PhyMask: An Adaptive Masking Paradigm for Efficient Self-Supervised Learning in IoT. - Denizhan Kara; Tomoyoshi Kimura; Yatong Chen; Jinyang Li 004; Ruijie Wang 004; Yizhuo Chen; Tianshi Wang; Shengzhong Liu; Tarek F. Abdelzaher (SenSys, 2024)

TGOnline: Enhancing Temporal Graph Learning with Adaptive Online Meta-Learning. - Ruijie Wang 004; Jingyuan Huang; Yutong Zhang; Jinyang Li 004; Yufeng Wang; Wanyu Zhao; Shengzhong Liu; Charith Mendis; Tarek F. Abdelzaher (SIGIR, 2024)

MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning. - Ruijie Wang 004; Yutong Zhang; Jinyang Li 004; Shengzhong Liu; Dachun Sun; Tianchen Wang; Tianshi Wang; Yizhuo Chen; Denizhan Kara; Tarek F. Abdelzaher (SIGIR, 2024)

FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing. - Denizhan Kara; Tomoyoshi Kimura; Shengzhong Liu; Jinyang Li 004; Dongxin Liu; Tianshi Wang; Ruijie Wang 004; Yizhuo Chen; Yigong Hu; Tarek F. Abdelzaher (WWW, 2024)

On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study. - Tomoyoshi Kimura; Jinyang Li 004; Tianshi Wang; Denizhan Kara; Yizhuo Chen; Yigong Hu; Ruijie Wang 004; Maggie B. Wigness; Shengzhong Liu; Mani Srivastava 001; Suhas N. Diggavi; Tarek F. Abdelzaher (CoRR, 2024)

The Paradox of Information Access: On Modeling Polarization in the Age of Information. - Chao Xu; Jinyang Li 004; Dachun Sun; Jinning Li 001; Tarek F. Abdelzaher; Jesse Graham; Michael Macy; Christian Lebiere; Boleslaw K. Szymanski (IEEE Trans. Control. Netw. Syst., 2024)

DynaGen: Conditional Diffusion Models for Enhancing Acoustic and Seismic-Based Vehicle Detection. - Tianshi Wang; Jinyang Li 004; Qikai Yang; Ruijie Wang 004; Yizhuo Chen; Dachun Sun; Bohan Li; Yigong Hu; Tomoyoshi Kimura; Denizhan Kara; Tarek F. Abdelzaher (INFOCOM, 2025)

InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals. - Tomoyoshi Kimura; Xinlin Li; Osama A. Hanna; Yatong Chen; Yizhuo Chen; Denizhan Kara; Tianshi Wang; Jinyang Li 004; Xiaomin Ouyang; Shengzhong Liu; Mani Srivastava 001; Suhas N. Diggavi; et al. (WWW, 2025)

SPAR: Self-supervised Placement-Aware Representation Learning for Multi-Node IoT Systems. - Yizhuo Chen; Tianchen Wang; You Lyu; Yanlan Hu; Jinyang Li 004; Tomoyoshi Kimura; Hongjue Zhao; Yigong Hu; Denizhan Kara; Tarek F. Abdelzaher (CoRR, 2025)