Shinan Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Navigation Systems

Ensemble Classification

Activity Recognition

Augmented Reality

Top Venues

USENIX Security Symposium

SIGMETRICS/Performance (Abstracts)

Publications

Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. SIGMETRICS/Performance (Abstracts) (2024)
Gerry Wan, Shinan Liu, Francesco Bronzino, Nick Feamster, Zakir Durumeric
CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines. CoRR (2024)
Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. Proc. ACM Meas. Anal. Comput. Syst. 8 (1) (2024)
Shinan Liu, Ted Shaowang, Gerry Wan, Jeewon Chae, Jonatas Marques, Sanjay Krishnan, Nick Feamster
ServeFlow: A Fast-Slow Model Architecture for Network Traffic Analysis. CoRR (2024)
Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, Nick Feamster
Feasibility of State Space Models for Network Traffic Generation. CoRR (2024)
Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, Nick Feamster
Feasibility of State Space Models for Network Traffic Generation. NAIC (2024)
Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. CoRR (2023)
Shinan Liu, Francesco Bronzino, Paul Schmitt, Arjun Nitin Bhagoji, Nick Feamster, Hector Garcia Crespo, Timothy Coyle, Brian Ward
LEAF: Navigating Concept Drift in Cellular Networks. PACMNET 1 (CoNEXT2) (2023)
Shinan Liu, Tarun Mangla, Ted Shaowang, Jinjin Zhao, John Paparrizos, Sanjay Krishnan, Nick Feamster
AMIR: Active Multimodal Interaction Recognition from Video and Network Traffic in Connected Environments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Stefany Cruz, Logan Danek, Shinan Liu, Christopher Kraemer, Zixin Wang, Nick Feamster, Danny Yuxing Huang, Yaxing Yao, Josiah D. Hester
Augmented Reality's Potential for Identifying and Mitigating Home Privacy Leaks. CoRR (2023)
Xi Jiang, Shinan Liu, Saloua Naama, Francesco Bronzino, Paul Schmitt, Nick Feamster
AC-DC: Adaptive Ensemble Classification for Network Traffic Identification. CoRR (2023)
Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Paul Schmitt, Francesco Bronzino, Nick Feamster
Generative, High-Fidelity Network Traces. HotNets (2023)
Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi
Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning. BMVC (2022)
Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi
Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning. CoRR (2022)
Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou
Video Crowd Localization With Multifocus Gaussian Neighborhood Attention and a Large-Scale Benchmark. IEEE Trans. Image Process. 31 (2022)
Wei Lin, Kunlin Yang, Xinzhu Ma, Junyu Gao, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi, Antoni B. Chan
Scale-Prior Deformable Convolution for Exemplar-Guided Class-Agnostic Counting. BMVC (2022)
Shinan Liu, Xiang Cheng, Hanchao Yang, Yuanchao Shu, Xiaoran Weng, Ping Guo, Kexiong Curtis Zeng, Gang Wang, Yaling Yang
Stars Can Tell: A Robust Method to Defend against GPS Spoofing Attacks using Off-the-shelf Chipset. USENIX Security Symposium (2021)
Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer. ICCV (2021)
Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou
Video Crowd Localization with Multi-focus Gaussian Neighbor Attention and a Large-Scale Benchmark. CoRR (2021)
Shinan Liu, Paul Schmitt, Francesco Bronzino, Nick Feamster
Characterizing Service Provider Response to the COVID-19 Pandemic in the United States. PAM (2021)
Shinan Liu, Francesco Bronzino, Paul Schmitt, Nick Feamster, Ricardo Borges, Hector Garcia Crespo, Brian Ward
Understanding Model Drift in a Large Cellular Network. CoRR (2021)
Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer. CoRR (2021)
Xinzhu Ma, Shinan Liu, Zhiyi Xia, Hongwen Zhang, Xingyu Zeng, Wanli Ouyang
Rethinking Pseudo-LiDAR Representation. ECCV (13) (2020)
Shinan Liu, Paul Schmitt, Francesco Bronzino, Nick Feamster
Characterizing Service Provider Response to the COVID-19 Pandemic in the United States. CoRR (2020)
Xinzhu Ma, Shinan Liu, Zhiyi Xia, Hongwen Zhang, Xingyu Zeng, Wanli Ouyang
Rethinking Pseudo-LiDAR Representation. CoRR (2020)
Kexiong Curtis Zeng, Shinan Liu, Yuanchao Shu, Dong Wang, Haoyu Li, Yanzhi Dou, Gang Wang, Yaling Yang
All Your GPS Are Belong To Us: Towards Stealthy Manipulation of Road Navigation Systems. USENIX Security Symposium (2018)
Kexiong Curtis Zeng, Yuanchao Shu, Shinan Liu, Yanzhi Dou, Yaling Yang
A Practical GPS Location Spoofing Attack in Road Navigation Scenario. HotMobile (2017)