Tianshi Wang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 65

Top Topics

Optimisation Problems

Academic Papers

Top Venues

IEEE Trans. Ind. Electron.

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Tianshi Wang, Yiran Zhang, Ao Zhou, Shangguang Wang
An Enhancement Framework for RDMA Congestion Control in Multi-tenant Datacenters. NOMS (2024)
Tomoyoshi Kimura, Jinyang Li, Tianshi Wang, Denizhan Kara, Yizhuo Chen, Yigong Hu, Ruijie Wang, Maggie B. Wigness, Shengzhong Liu, Mani B. Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study. CoRR (2024)
Ruijie Wang, Yutong Zhang, Jinyang Li, Shengzhong Liu, Dachun Sun, Tianchen Wang, Tianshi Wang, Yizhuo Chen, Denizhan Kara, Tarek F. Abdelzaher
MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning. SIGIR (2024)
Hao Zhang, Xiaoqian Liu, Wenya Cheng, Tianshi Wang, Yuanyuan Chen
Prediction of drug-target binding affinity based on deep learning models. Comput. Biol. Medicine 174 (2024)
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. CoRR (2024)
Denizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li, Dongxin Liu, Tianshi Wang, Ruijie Wang, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher
FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing. WWW (2024)
Tianshi Wang, Fengling Li, Lei Zhu, Jingjing Li, Zheng Zhang, Heng Tao Shen
Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval. ACM Trans. Inf. Syst. 42 (4) (2024)
Lei Zhu, Tianshi Wang, Fengling Li, Jingjing Li, Zheng Zhang, Heng Tao Shen
Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions. CoRR (2023)
Lei Zhu, Tianshi Wang, Jingjing Li, Zheng Zhang, Jialie Shen, Xinhua Wang
Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval. ACM Trans. Inf. Syst. 41 (3) (2023)
Tianshi Wang, Lei Zhu, Zheng Zhang, Huaxiang Zhang, Junwei Han
Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. SenSys (2023)
Tianshi Wang, Denizhan Kara, Jinyang Li, Shengzhong Liu, Tarek F. Abdelzaher, Brian Jalaian
The Methodological Pitfall of Dataset-Driven Research on Deep Learning: An IoT Example. MILCOM (2022)
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
DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows. ApPLIED@PODC (2022)
Huajie Shao, Zhisheng Xiao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
ControlVAE: Tuning, Analytical Properties, and Performance Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Shengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie B. Wigness, Archan Misra, Tarek F. Abdelzaher
Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency. ICDCS (2022)
Tianshi Wang, Hongwei Kan, Qibo Sun, Shan Xiao, Shangguang Wang
Congestion Detection and Link Control via Feedback in RDMA Transmission. ICSS (2022)
Shengzhong Liu, Tianshi Wang, Jinyang Li, Dachun Sun, Mani B. Srivastava, Tarek F. Abdelzaher
AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading. ACM Multimedia (2022)
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
IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things. ICCCN (2022)
Dongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification. CoRR (2022)
Ping Wang, Li Liu, Huaxiang Zhang, Tianshi Wang
CGNet: A Cascaded Generative Network for dense point cloud reconstruction from a single image. Knowl. Based Syst. 223 (2021)
Dongxin Liu, Tianshi Wang, Shengzhong Liu, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher
Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective. ICCCN (2021)
Tianshi Wang, Shuochao Yao, Shengzhong Liu, Jinyang Li, Dongxin Liu, Huajie Shao, Ruijie Wang, Tarek F. Abdelzaher
Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. SIGIR (2021)
Tianshi Wang, Leon Wu, Parth Nobel, Jaijeet Roychowdhury
Solving combinatorial optimisation problems using oscillator based Ising machines. Nat. Comput. 20 (2) (2021)
Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. CoRR (2021)
Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher
Deep Compressive Offloading: Speeding Up Edge Offloading for AI Services. GetMobile Mob. Comput. Commun. 25 (1) (2021)
Dachun Sun, Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher
Computational Modeling of Hierarchically Polarized Groups by Structured Matrix Factorization. Frontiers Big Data 4 (2021)
Dongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification. MILCOM (2021)
Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher
Disentangling Overlapping Beliefs by Structured Matrix Factorization. CoRR (2020)
Li Liu, Xiao Dong, Tianshi Wang
Semi-Supervised Cross-Modal Retrieval Based on Discriminative Comapping. Complex. 2020 (2020)
Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher
Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization. ASONAM (2020)
Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher
paper2repo: GitHub Repository Recommendation for Academic Papers. WWW (2020)
Tianshi Wang, Li Liu, Naiwen Liu, Huaxiang Zhang, Long Zhang, Shanshan Feng
A multi-label text classification method via dynamic semantic representation model and deep neural network. Appl. Intell. 50 (8) (2020)
Tianshi Wang, Li Liu, Huaxiang Zhang, Jiande Sun
High-Resolution Point Cloud Reconstruction from a Single Image by Redescription. ICME Workshops (2020)
Tianshi Wang, Tom Pfeiffer, Joost Daemen, Frits Mastik, Wolfgang Wieser, Anton F. W. van der Steen, Robert Huber, Gijs van Soest
Simultaneous Morphological and Flow Imaging Enabled by Megahertz Intravascular Doppler Optical Coherence Tomography. IEEE Trans. Medical Imaging 39 (5) (2020)
Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher
Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency. SenSys (2020)
Tianshi Wang, Li Liu, Huaxiang Zhang, Long Zhang, Xiuxiu Chen
Joint Character-Level Convolutional and Generative Adversarial Networks for Text Classification. Complex. 2020 (2020)
Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
Scheduling Real-time Deep Learning Services as Imprecise Computations. RTCSA (2020)
Ping Wang, Li Liu, Huaxiang Zhang, Tianshi Wang
A background-induced generative network with multi-level discriminator for text-to-image generation. MMAsia (2020)
Shengzhong Liu, Shuochao Yao, Yifei Huang, Dongxin Liu, Huajie Shao, Yiran Zhao, Jinyang Li, Tianshi Wang, Ruijie Wang, Chaoqi Yang, Tarek F. Abdelzaher
Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Shengzhong Liu, Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Huajie Shao, Tarek F. Abdelzaher
GIobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information Fusion. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Huajie Shao, Shuochao Yao, Andong Jing, Shengzhong Liu, Dongxin Liu, Tianshi Wang, Jinyang Li, Chaoqi Yang, Ruijie Wang, Tarek F. Abdelzaher
Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks. ICCCN (2020)
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
Multiscale online media simulation with SocialCube. Comput. Math. Organ. Theory 26 (2) (2020)
Li Liu, Siqi Chen, Xiuxiu Chen, Tianshi Wang, Long Zhang
Fuzzy weighted sparse reconstruction error-steered semi-supervised learning for face recognition. Vis. Comput. 36 (8) (2020)
Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher
paper2repo: GitHub Repository Recommendation for Academic Papers. CoRR (2020)
Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
Scheduling Real-time Deep Learning Services as Imprecise Computations. CoRR (2020)
Shuochao Yao, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
Stardust: A deep learning serving system in IoT: demo abstract. SenSys (2019)
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
Hybrid bag of approaches to characterize selection criteria for cohort identification. J. Am. Medical Informatics Assoc. 26 (11) (2019)
Long Zhang, Li Liu, Huaxiang Zhang, Xiuxiu Chen, Tianshi Wang, Chunjing Wang
Matching of 3D Model and Semantic Description via Multi-Modal Auxiliary Classifier Generative Adversarial Network With Autoencoder. IEEE Access 7 (2019)
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
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. WWW (2019)
Tianshi Wang, Leon Wu, Jaijeet Roychowdhury
New Computational Results and Hardware Prototypes for Oscillator-based Ising Machines. DAC (2019)
Tianshi Wang, Jaijeet Roychowdhury
OIM: Oscillator-based Ising Machines for Solving Combinatorial Optimisation Problems. CoRR (2019)
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
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. CoRR (2019)
Tianshi Wang, Jaijeet Roychowdhury
OIM: Oscillator-Based Ising Machines for Solving Combinatorial Optimisation Problems. UCNC (2019)
Tianshi Wang, Leon Wu, Jaijeet Roychowdhury
Late Breaking Results: New Computational Results and Hardware Prototypes for Oscillator-based Ising Machines. CoRR (2019)
Fengfeng Pan, Jin Xiong, Yijie Shen, Tianshi Wang, Dejun Jiang
H-Scheduler: Storage-Aware Task Scheduling for Heterogeneous-Storage Spark Clusters. ICPADS (2018)
Elliott Brannon, Tianshi Wang, Jeremy Lapedis, Paul Valenstein, Michael S. Klinkman, Ellen Bunting, Alice Stanulis, Karandeep Singh
Towards a Learning Health System to Reduce Emergency Department Visits at a Population Level. AMIA (2018)
Chengcheng Liu, Gang Lei, Tianshi Wang, Youguang Guo, Youhua Wang, Jianguo Zhu
Comparative Study of Small Electrical Machines With Soft Magnetic Composite Cores. IEEE Trans. Ind. Electron. 64 (2) (2017)
Archit Gupta, Tianshi Wang, Ahmet Mahmutoglu Gokcen, Jaijeet Roychowdhury
STEAM: Spline-based tables for efficient and accurate device modelling. ASP-DAC (2017)
Tianshi Wang
Modelling multistability and hysteresis in ESD clamps, memristors and other devices. CICC (2017)
Tianshi Wang, Jaijeet Roychowdhury
Oscillator-based Ising Machine. CoRR (2017)
Tianshi Wang, Chengcheng Liu, Wei Xu, Gang Lei, Mohammad Jafari, Youguang Guo, Jianguo Zhu
Fabrication and Experimental Analysis of an Axially Laminated Flux-Switching Permanent-Magnet Machine. IEEE Trans. Ind. Electron. 64 (2) (2017)
Mohammad Jafari, Zahra Malekjamshidi, Gang Lei, Tianshi Wang, Glenn Platt, Jianguo Zhu
Design and Implementation of an Amorphous High-Frequency Transformer Coupling Multiple Converters in a Smart Microgrid. IEEE Trans. Ind. Electron. 64 (2) (2017)
Tianshi Wang
Achieving Phase-based Logic Bit Storage in Mechanical Metronomes. CoRR (2017)
Tianshi Wang, Jaijeet S. Roychowdhury
Well-Posed Models of Memristive Devices. CoRR (2016)
Tianshi Wang, Jaijeet Roychowdhury
Design tools for oscillator-based computing systems. DAC (2015)
Gang Lei, Tianshi Wang, Jianguo Zhu, Youguang Guo, Shuhong Wang
System-Level Design Optimization Method for Electrical Drive Systems - Robust Approach. IEEE Trans. Ind. Electron. 62 (8) (2015)
Tianshi Wang, Aadithya V. Karthik, Bichen Wu, Jian Yao, Jaijeet Roychowdhury
MAPP: The Berkeley Model and Algorithm Prototyping Platform. CICC (2015)
Zuochang Ye, Tianshi Wang, Yang Li
Domain-Alternated Optimization for Passive Macromodeling. IEEE Trans. Very Large Scale Integr. Syst. 23 (10) (2015)
Tianshi Wang, Aadithya V. Karthik, Bichen Wu, Jaijeet Roychowdhury
Poster: MAPP: The Berkeley Model and Algorithm Prototyping Platform. ICSE (2) (2015)
Gang Lei, Tianshi Wang, Youguang Guo, Jianguo Zhu, Shuhong Wang
System-Level Design Optimization Methods for Electrical Drive Systems: Deterministic Approach. IEEE Trans. Ind. Electron. 61 (12) (2014)
Jian Yao, Tianshi Wang, Jaijeet Roychowdhury
An efficient time step control method in transient simulation for DAE system. ICECS (2014)
Tianshi Wang, Jaijeet Roychowdhury
PHLOGON: PHase-based LOGic using Oscillatory Nano-systems. UCNC (2014)