Tianshi Wang

46 papers A* 9A 1B 9Misc 4Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Agentic LLM-Assisted Edge AI for CPS/IoT Applications.
CogMI
Jinyang Li, Herman Wu, Hongjue Zhao, Tomoyoshi Kimura, Denizhan Kara, Tianshi Wang, Yizhuo Chen, Tianchen Wang, Yigong Hu, Ashitabh Misra, Tarek F. Abdelzaher
2025 A* conf
DynaGen: Conditional Diffusion Models for Enhancing Acoustic and Seismic-Based Vehicle Detection.
INFOCOM
Tianshi Wang, Jinyang Li, Qikai Yang, Ruijie Wang, Yizhuo Chen, Dachun Sun, Bohan Li, Yigong Hu, Tomoyoshi Kimura, Denizhan Kara, Tarek F. Abdelzaher
2025 A* conf
InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals.
WWW
Tomoyoshi Kimura, Xinlin Li, Osama A. Hanna, Yatong Chen, Yizhuo Chen, Denizhan Kara, Tianshi Wang, Jinyang Li, Xiaomin Ouyang, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher
2025 J jnl
InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals.
CoRR
Tomoyoshi Kimura, Xinlin Li, Osama A. Hanna, Yatong Chen, Yizhuo Chen, Denizhan Kara, Tianshi Wang, Jinyang Li, Xiaomin Ouyang, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher
2025 B conf
SCRAG: Social Computing-Based Retrieval Augmented Generation for Community Response Forecasting in Social Media Environments.
SMARTCOMP
Dachun Sun, You Lyu, Jinning Li, Yizhuo Chen, Tianshi Wang, Tomoyoshi Kimura, Tarek F. Abdelzaher
2025 J jnl
SCRAG: Social Computing-Based Retrieval Augmented Generation for Community Response Forecasting in Social Media Environments.
CoRR
Dachun Sun, You Lyu, Jinning Li, Yizhuo Chen, Tianshi Wang, Tomoyoshi Kimura, Tarek F. Abdelzaher
2025 J jnl
The bottlenecks of AI: challenges for embedded and real-time research in a data-centric age.
Real Time Syst.
Tarek F. Abdelzaher, Yigong Hu, Denizhan Kara, Tomoyoshi Kimura, Ashitabh Misra, Vishakha Ramani, Olivier Tardieu, Tianshi Wang, Maggie B. Wigness, Alaa Youssef
2024 B conf
Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration.
ICCCN
Jinyang Li, Yizhuo Chen, Tomoyoshi Kimura, Tianshi Wang, Ruijie Wang, Denizhan Kara, Yigong Hu, Li Wu, Walid A. Hanafy, Abel Souza, Prashant J. Shenoy, Maggie B. Wigness, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev, Tarek F. Abdelzaher
2024 B conf
Data Augmentation for Human Activity Recognition via Condition Space Interpolation within a Generative Model.
ICCCN
Tianshi Wang, Yizhuo Chen, Qikai Yang, Dachun Sun, Ruijie Wang, Jinyang Li, Tomoyoshi Kimura, Tarek F. Abdelzaher
2024 A* conf
Fine-grained Control of Generative Data Augmentation in IoT Sensing.
NeurIPS
Tianshi Wang, Qikai Yang, Ruijie Wang, Dachun Sun, Jinyang Li, Yizhuo Chen, Yigong Hu, Chaoqi Yang, Tomoyoshi Kimura, Denizhan Kara, Tarek F. Abdelzaher
2024 A* conf
FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing.
WWW
Denizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li, Dongxin Liu, Tianshi Wang, Ruijie Wang, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher
2024 A* conf
MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning.
SIGIR
Ruijie Wang, Yutong Zhang, Jinyang Li, Shengzhong Liu, Dachun Sun, Tianchen Wang, Tianshi Wang, Yizhuo Chen, Denizhan Kara, Tarek F. Abdelzaher
2024 J jnl
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study.
CoRR
Tomoyoshi Kimura, Jinyang Li, Tianshi Wang, Denizhan Kara, Yizhuo Chen, Yigong Hu, Ruijie Wang, Maggie B. Wigness, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher
2024 Misc conf
PhyMask: An Adaptive Masking Paradigm for Efficient Self-Supervised Learning in IoT.
SenSys
Denizhan Kara, Tomoyoshi Kimura, Yatong Chen, Jinyang Li, Ruijie Wang, Yizhuo Chen, Tianshi Wang, Shengzhong Liu, Tarek F. Abdelzaher
2024 J jnl
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach.
CoRR
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
2024 — conf
The Case for Micro Foundation Models to Support Robust Edge Intelligence.
CogMI
Tomoyoshi Kimura, Ashitabh Misra, Yizhuo Chen, Denizhan Kara, Jinyang Li, Tianshi Wang, Ruijie Wang, Joydeep Bhattacharyya, Jae Kim, Prashant J. Shenoy, Mani Srivastava, Maggie B. Wigness, Tarek F. Abdelzaher
2023 Misc conf
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach.
SenSys
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
2022 A* conf
AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading.
ACM Multimedia
Shengzhong Liu, Tianshi Wang, Jinyang Li, Dachun Sun, Mani B. Srivastava, Tarek F. Abdelzaher
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 — conf
DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows.
ApPLIED@PODC
Ragini Gupta, Bo Chen, Shengzhong Liu, Tianshi Wang, Sandeep Singh Sandha, Abel Souza, Klara Nahrstedt, Tarek F. Abdelzaher, Mani B. Srivastava, Prashant J. Shenoy, Jeffrey Smith, Maggie B. Wigness, Niranjan Suri
2022 B conf
IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things.
ICCCN
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
2022 A conf
Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency.
ICDCS
Shengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie B. Wigness, Archan Misra, Tarek F. Abdelzaher
2022 J jnl
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification.
CoRR
Dongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher
2022 — conf
The Methodological Pitfall of Dataset-Driven Research on Deep Learning: An IoT Example.
MILCOM
Tianshi Wang, Denizhan Kara, Jinyang Li, Shengzhong Liu, Tarek F. Abdelzaher, Brian Jalaian
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 B conf
Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective.
ICCCN
Dongxin Liu, Tianshi Wang, Shengzhong Liu, Ruijie Wang, Shuochao Yao, 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 — conf
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification.
MILCOM
Dongxin Liu, Peng Wang, Tianshi 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
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 Misc conf
Stardust: A deep learning serving system in IoT: demo abstract.
SenSys
Shuochao Yao, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
2018 B conf
H-Scheduler: Storage-Aware Task Scheduling for Heterogeneous-Storage Spark Clusters.
ICPADS
Fengfeng Pan, Jin Xiong, Yijie Shen, Tianshi Wang, Dejun Jiang