Tianshi Wang

According to our database, Tianshi Wang authored at least 62 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of three.
• 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

Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval.

Tianshi Wang, Lei Zhu, Zheng Zhang, Huaxiang Zhang, Junwei Han

IEEE Trans. Circuits Syst. Video Technol., October, 2023

Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval.

Lei Zhu, Tianshi Wang, Jingjing Li, Zheng Zhang, Jialie Shen, Xinhua Wang

ACM Trans. Inf. Syst., 2023

Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions.

Lei Zhu, Tianshi Wang, Fengling Li, Jingjing Li, Zheng Zhang, Heng Tao Shen

CoRR, 2023

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

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 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

Congestion Detection and Link Control via Feedback in RDMA Transmission.

Tianshi Wang, Hongwei Kan, Qibo Sun, Shan Xiao, Shangguang Wang

Proceedings of the International Conference on Service Science, 2022

DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows.

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

Proceedings of the ApPLIED '22: Proceedings of the 2022 Workshop on Advanced tools, 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

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

Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency.

Shengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie B. Wigness, Archan Misra, Tarek F. Abdelzaher

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 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

Solving combinatorial optimisation problems using oscillator based Ising machines.

Tianshi Wang, Leon Wu, Parth Nobel, Jaijeet Roychowdhury

Nat. Comput., 2021

CGNet: A Cascaded Generative Network for dense point cloud reconstruction from a single image.

Ping Wang, Li Liu, Huaxiang Zhang, Tianshi Wang

Knowl. Based Syst., 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

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

Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification.

Dongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher

Proceedings of the 2021 IEEE Military Communications Conference, 2021

Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective.

Dongxin Liu, Tianshi Wang, Shengzhong Liu, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher

Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

2020

Fuzzy weighted sparse reconstruction error-steered semi-supervised learning for face recognition.

Li Liu, Siqi Chen, Xiuxiu Chen, Tianshi Wang, Long Zhang

Vis. Comput., 2020

Simultaneous Morphological and Flow Imaging Enabled by Megahertz Intravascular Doppler Optical Coherence Tomography.

Tianshi Wang, Tom Pfeiffer, Joost Daemen, Frits Mastik, Wolfgang Wieser, Anton F. W. van der Steen, Robert Huber, Gijs van Soest

IEEE Trans. Medical Imaging, 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

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

Joint Character-Level Convolutional and Generative Adversarial Networks for Text Classification.

Tianshi Wang, Li Liu, Huaxiang Zhang, Long Zhang, Xiuxiu Chen

Complex., 2020

Semi-Supervised Cross-Modal Retrieval Based on Discriminative Comapping.

Li Liu, Xiao Dong, Tianshi Wang

Complex., 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

A multi-label text classification method via dynamic semantic representation model and deep neural network.

Tianshi Wang, Li Liu, Naiwen Liu, Huaxiang Zhang, Long Zhang, Shanshan Feng

Appl. Intell., 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

A background-induced generative network with multi-level discriminator for text-to-image generation.

Ping Wang, Li Liu, Huaxiang Zhang, Tianshi Wang

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

High-Resolution Point Cloud Reconstruction from a Single Image by Redescription.

Tianshi Wang, Li Liu, Huaxiang Zhang, Jiande Sun

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 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

Novel Computing Paradigms using Oscillators.

Tianshi Wang

PhD thesis, 2019

Hybrid bag of approaches to characterize selection criteria for cohort identification.

V. G. Vinod Vydiswaran, Asher Strayhorn, Xinyan Zhao, Phil Robinson, Mahesh Agarwal, Erin Bagazinski, Madia Essiet, Bradley E. Iott, Hyeon Joo, PingJui Ko, Dahee Lee, Jin Xiu Lu, Jinghui Liu, Adharsh Murali, Koki Sasagawa, Tianshi Wang, Nalingna Yuan

J. Am. Medical Informatics Assoc., 2019

Late Breaking Results: New Computational Results and Hardware Prototypes for Oscillator-based Ising Machines.

Tianshi Wang, Leon Wu, Jaijeet Roychowdhury

CoRR, 2019

Matching of 3D Model and Semantic Description via Multi-Modal Auxiliary Classifier Generative Adversarial Network With Autoencoder.

Long Zhang, Li Liu, Huaxiang Zhang, Xiuxiu Chen, Tianshi Wang, Chunjing Wang

IEEE Access, 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

OIM: Oscillator-Based Ising Machines for Solving Combinatorial Optimisation Problems.

Tianshi Wang, Jaijeet Roychowdhury

Proceedings of the Unconventional Computation and Natural Computation, 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

New Computational Results and Hardware Prototypes for Oscillator-based Ising Machines.

Tianshi Wang, Leon Wu, Jaijeet Roychowdhury

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

H-Scheduler: Storage-Aware Task Scheduling for Heterogeneous-Storage Spark Clusters.

Fengfeng Pan, Jin Xiong, Yijie Shen, Tianshi Wang, Dejun Jiang

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Towards a Learning Health System to Reduce Emergency Department Visits at a Population Level.

Elliott Brannon, Tianshi Wang, Jeremy Lapedis, Paul Valenstein, Michael S. Klinkman, Ellen Bunting, Alice Stanulis, Karandeep Singh

Proceedings of the AMIA 2018, 2018

2017

Fabrication and Experimental Analysis of an Axially Laminated Flux-Switching Permanent-Magnet Machine.

Tianshi Wang, Chengcheng Liu, Wei Xu, Gang Lei, Mohammad Jafari, Youguang Guo, Jianguo Zhu

IEEE Trans. Ind. Electron., 2017

Comparative Study of Small Electrical Machines With Soft Magnetic Composite Cores.

Chengcheng Liu, Gang Lei, Tianshi Wang, Youguang Guo, Youhua Wang, Jianguo Zhu

IEEE Trans. Ind. Electron., 2017

Design and Implementation of an Amorphous High-Frequency Transformer Coupling Multiple Converters in a Smart Microgrid.

Mohammad Jafari, Zahra Malekjamshidi, Gang Lei, Tianshi Wang, Glenn Platt, Jianguo Zhu

IEEE Trans. Ind. Electron., 2017

Achieving Phase-based Logic Bit Storage in Mechanical Metronomes.

Tianshi Wang

CoRR, 2017

Oscillator-based Ising Machine.

Tianshi Wang, Jaijeet Roychowdhury

CoRR, 2017

Modelling multistability and hysteresis in ESD clamps, memristors and other devices.

Tianshi Wang

Proceedings of the 2017 IEEE Custom Integrated Circuits Conference, 2017

STEAM: Spline-based tables for efficient and accurate device modelling.

Archit Gupta, Tianshi Wang, Ahmet Mahmutoglu Gokcen, Jaijeet Roychowdhury

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

Well-Posed Models of Memristive Devices.

Tianshi Wang, Jaijeet S. Roychowdhury

CoRR, 2016

2015

Domain-Alternated Optimization for Passive Macromodeling.

Zuochang Ye, Tianshi Wang, Yang Li

IEEE Trans. Very Large Scale Integr. Syst., 2015

System-Level Design Optimization Method for Electrical Drive Systems - Robust Approach.

Gang Lei, Tianshi Wang, Jianguo Zhu, Youguang Guo, Shuhong Wang

IEEE Trans. Ind. Electron., 2015

Poster: MAPP: The Berkeley Model and Algorithm Prototyping Platform.

Tianshi Wang, Aadithya V. Karthik, Bichen Wu, Jaijeet Roychowdhury

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Design tools for oscillator-based computing systems.

Tianshi Wang, Jaijeet Roychowdhury

Proceedings of the 52nd Annual Design Automation Conference, 2015

MAPP: The Berkeley Model and Algorithm Prototyping Platform.

Tianshi Wang, Aadithya V. Karthik, Bichen Wu, Jian Yao, Jaijeet Roychowdhury

Proceedings of the 2015 IEEE Custom Integrated Circuits Conference, 2015

2014

System-Level Design Optimization Methods for Electrical Drive Systems: Deterministic Approach.

Gang Lei, Tianshi Wang, Youguang Guo, Jianguo Zhu, Shuhong Wang

IEEE Trans. Ind. Electron., 2014

PHLOGON: PHase-based LOGic using Oscillatory Nano-systems.

Tianshi Wang, Jaijeet Roychowdhury

Proceedings of the Unconventional Computation and Natural Computation, 2014

An efficient time step control method in transient simulation for DAE system.

Jian Yao, Tianshi Wang, Jaijeet Roychowdhury

Proceedings of the 21st IEEE International Conference on Electronics, Circuits and Systems, 2014