Dongxin Liu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 53

Top Topics

Matrix Factorization

Cost Minimization

Computational Modeling

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Xiaohong Nian, Dongxin Liu, Fan Li
Nash Equilibrium Seeking for Multi-Cluster Games of Second-Order Systems Over Weight-Unbalanced Digraphs. IEEE Trans. Circuits Syst. II Express Briefs 71 (4) (2024)
Dongxin Liu, Xiaohong Nian, Fan Li
Distributed predefined-time constrained social cost minimization problem under the partial information setting. Syst. Control. Lett. 191 (2024)
Xiaohong Nian, Fan Li, Dongxin Liu
Distributed algorithm for social cost minimization with second-order nonlinear dynamics over weight-unbalanced digraphs. Syst. Control. Lett. 183 (2024)
Fan Li, Dongxin Liu, Xiaohong Nian
A Novel Single-Time Scale Distributed Attack-Resilient Algorithm for Multi-Cluster Games. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Xiaohong Nian, Fan Li, Dongxin Liu
Distributed Nash Equilibrium Seeking for Multi-Cluster Game of Second-Order Nonlinear Systems With Partial Information. IEEE Trans. Circuits Syst. II Express Briefs 71 (1) (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)
Shengzhong Liu, Tomoyoshi Kimura, Dongxin Liu, Ruijie Wang, Jinyang Li, Suhas N. Diggavi, Mani B. Srivastava, Tarek F. Abdelzaher
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space. NeurIPS (2023)
Shengzhong Liu, Tomoyoshi Kimura, Dongxin Liu, Ruijie Wang, Jinyang Li, Suhas N. Diggavi, Mani B. Srivastava, Tarek F. Abdelzaher
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space. CoRR (2023)
Yun Duan, Laifu Wang, Dongxin Liu, Boren Deng, Yunfan Tian
Malware Traffic Classification Based on GAN and BP Neural Networks. UbiSec (2022)
Yunfan Tian, Dongxin Liu, Laifu Wang, Bowen Hu
A combined-CNN model of TLS Traffic Recognition and Classification. DSC (2022)
Xinhui Du, Dongxin Liu, Shuai Ding, Zhongji Liu, Xiaowei Yuan, Tong Li, Haojiang Deng
Design of an Autoencoder-based Anomaly Detection for the DoH traffic System. CSCWD (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)
Dongxin Liu, Tarek F. Abdelzaher
Semi-Supervised Contrastive Learning for Human Activity Recognition. DCOSS (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)
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)
Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher
Truth Discovery With Multi-Modal Data in Social Sensing. IEEE Trans. Computers 70 (9) (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)
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)
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)
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)
Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher
ControlVAE: Controllable Variational Autoencoder. ICML (2020)
Xiaoqian Xu, Li Zhang, Ying Cai, Dongxin Liu, Zhengwen Shang, Qiuhong Ren, Qiong Li, Weidong Zhao, Yuhua Chen
Inhibitor discovery for the E. coli meningitis virulence factor IbeA from homology modeling and virtual screening. J. Comput. Aided Mol. Des. 34 (1) (2020)
Xiaofa Wang, Huihui Han, Dongxin Liu
Generation of Bright-Dark Soliton Pairs in Mode-Locked Fiber Laser Based on Molybdenum Diselenide. IEEE Access 8 (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)
Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher
Controllable Variational Autoencoder. 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, 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)
Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher
Unsupervised Fact-finding with Multi-modal Data in Social Sensing. FUSION (2019)
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
Eugene: Towards Deep Intelligence as a Service. ICDCS (2019)
Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher
SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. INFOCOM (2019)
Shengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher
A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub. ICDCS (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)
Xiaoyang Zheng, Fan Yi, Dongxin Liu, Fan Wu, Guihai Chen
MISEN: A Mobile Indoor White Space Exploration Method. ICC (2019)
Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher
Simulation Evaluation of Fuel-Saving Systems in the City of Chicago. ICCCN (2019)
Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu
GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service. ICAC (2019)
Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher
SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. SenSys (2018)
Mingui Zhang, Donald E. Eastlake III, Radia J. Perlman, Hongjun Zhai, Dongxin Liu
Transparent Interconnection of Lots of Links (TRILL) Multilevel Using Unique Nicknames. RFC 8397 (2018)
Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher
ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. ICDCS (2018)
Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. CoRR (2018)
Hejun Xiao, Dongxin Liu, Fan Wu, Linghe Kong, Guihai Chen
CORTEN: A Real-Time Accurate Indoor White Space Prediction Mechanism. MASS (2018)
Shuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski
A predictive Self-Configuring Simulator for Online Media. WSC (2018)
Fan Wu, Dongxin Liu, Zhihao Wu, Yuan Zhang, Guihai Chen
Cost-Efficient Indoor White Space Exploration Through Compressive Sensing. IEEE/ACM Trans. Netw. 25 (3) (2017)
Dongxin Liu, Fan Wu, Linghe Kong, Shaojie Tang, Yuan Luo, Guihai Chen
Training-Free Indoor White Space Exploration. IEEE J. Sel. Areas Commun. 34 (10) (2016)
Zhiqiang Luo, Jun Shen, Huamin Jin, Dongxin Liu
Research of Botnet Situation Awareness Based on Big Data. APWeb Workshops (2015)
Dongxin Liu, Zhihao Wu, Fan Wu, Yuan Zhang, Guihai Chen
FIWEX: Compressive Sensing Based Cost-Efficient Indoor White Space Exploration. MobiHoc (2015)