Shinan Liu - RankMe

45 papers A* 4A 2B 1Misc 3Journal 30Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PACC: Protocol-Aware Cross-Layer Compression for Compact Network Traffic Representation. CoRR Zhaochen Guo, Tianyufei Zhou, Honghao Wang, Ronghua Li, Shinan Liu
2026	A*	`conf`	PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis. AAAI Jiao Xu, Junwei Liu, Jiangwei Lao, Qi Zhu, Yunpeng Zhao, Congyun Jin, Shinan Liu, Zhihong Lu, Lihe Zhang, Xin Chen, Jian Wang, Ping Wang
2026	J	`jnl`	PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis. CoRR Jiao Xu, Junwei Liu, Jiangwei Lao, Qi Zhu, Yunpeng Zhao, Congyun Jin, Shinan Liu, Zhihong Lu, Lihe Zhang, Xin Chen, Jian Wang, Ping Wang
2025	J	`jnl`	Algorithmic Data Minimization for Machine Learning over Internet-of-Things Data Streams. CoRR Ted Shaowang, Shinan Liu, Jonatas Marques, Nick Feamster, Sanjay Krishnan
2025	J	`jnl`	Algorithmic Data Minimization for Machine Learning over Internet-of-Things Data Streams. Proc. VLDB Endow. Ted Shaowang, Shinan Liu, Jonatas Marques, Nick Feamster, Sanjay Krishnan
2025	Misc	`conf`	CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines. NSDI Gerry Wan, Shinan Liu, Francesco Bronzino, Nick Feamster, Zakir Durumeric
2025	—	`conf`	Distributed Multi-Antenna GPS Spoofing Attack using Off-the-Shelf Devices. WISEC Xiang Cheng, Hanchao Yang, Shinan Liu, Yaling Yang
2025	J	`jnl`	Generative Active Adaptation for Drifting and Imbalanced Network Intrusion Detection. CoRR Ragini Gupta, Shinan Liu, Ruixiao Zhang, Xinyue Hu, Pranav Kommaraju, Xiaoyang Wang, Hadjer Benkraouda, Nick Feamster, Klara Nahrstedt
2025	J	`jnl`	JITI: Dynamic Model Serving for Just-in-Time Traffic Inference. Proc. ACM Netw. Xi Jiang, Shinan Liu, Saloua Naama, Francesco Bronzino, Paul Schmitt, Nick Feamster
2025	J	`jnl`	NetSSM: Multi-Flow and State-Aware Network Trace Generation using State-Space Models. CoRR Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, Nick Feamster
2025	J	`jnl`	Quantifying the Privacy Implications of High-Fidelity Synthetic Network Traffic. CoRR Van Tran, Shinan Liu, Tian Li, Nick Feamster
2025	J	`jnl`	SafeCoop: Unravelling Full Stack Safety in Agentic Collaborative Driving. CoRR Xiangbo Gao, Tzu-Hsiang Lin, Ruojing Song, Yuheng Wu, Kuan-Ru Huang, Zicheng Jin, Fangzhou Lin, Shinan Liu, Zhengzhong Tu
2025	J	`jnl`	Towards Scalable Defenses against Intimate Partner Infiltrations. CoRR Weisi Yang, Shinan Liu, Feng Xiao, Nick Feamster, Stephen Xia
2025	J	`jnl`	WiFinger: Fingerprinting Noisy IoT Event Traffic Using Packet-level Sequence Matching. CoRR Ronghua Li, Shinan Liu, Haibo Hu, Qingqing Ye, Nick Feamster
2025	J	`jnl`	YOLOSCM: An improved YOLO algorithm for cars detection. CoRR Changhui Deng, Lieyang Chen, Shinan Liu
2025	J	`jnl`	λ-GRPO: Unifying the GRPO Frameworks with Learnable Token Preferences. CoRR Yining Wang, Jinman Zhao, Chuangxin Zhao, Shuhao Guan, Gerald Penn, Shinan Liu
2024	J	`jnl`	CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines. CoRR Gerry Wan, Shinan Liu, Francesco Bronzino, Nick Feamster, Zakir Durumeric
2024	—	`conf`	Feasibility of State Space Models for Network Traffic Generation. NAIC Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, Nick Feamster
2024	J	`jnl`	Feasibility of State Space Models for Network Traffic Generation. CoRR Andrew Chu, Xi Jiang, Shinan Liu, Arjun Nitin Bhagoji, Francesco Bronzino, Paul Schmitt, Nick Feamster
2024	—	`conf`	NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. SIGMETRICS/Performance (Abstracts) Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
2024	J	`jnl`	NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. Proc. ACM Meas. Anal. Comput. Syst. Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
2024	—	`conf`	Research on Improved U-net Based Remote Sensing Image Segmentation Algorithm. IoTAAI Qiming Yang, Zixin Wang, Shinan Liu, Zizheng Li
2024	J	`jnl`	Research on Improved U-net Based Remote Sensing Image Segmentation Algorithm. CoRR Qiming Yang, Zixin Wang, Shinan Liu, Zizheng Li
2024	J	`jnl`	ServeFlow: A Fast-Slow Model Architecture for Network Traffic Analysis. CoRR Shinan Liu, Ted Shaowang, Gerry Wan, Jeewon Chae, Jonatas Marques, Sanjay Krishnan, Nick Feamster
2023	J	`jnl`	AC-DC: Adaptive Ensemble Classification for Network Traffic Identification. CoRR Xi Jiang, Shinan Liu, Saloua Naama, Francesco Bronzino, Paul Schmitt, Nick Feamster
2023	J	`jnl`	AMIR: Active Multimodal Interaction Recognition from Video and Network Traffic in Connected Environments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Shinan Liu, Tarun Mangla, Ted Shaowang, Jinjin Zhao, John Paparrizos, Sanjay Krishnan, Nick Feamster
2023	J	`jnl`	Augmented Reality's Potential for Identifying and Mitigating Home Privacy Leaks. CoRR Stefany Cruz, Logan Danek, Shinan Liu, Christopher Kraemer, Zixin Wang, Nick Feamster, Danny Yuxing Huang, Yaxing Yao, Josiah D. Hester
2023	Misc	`conf`	Generative, High-Fidelity Network Traces. HotNets Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Paul Schmitt, Francesco Bronzino, Nick Feamster
2023	J	`jnl`	LEAF: Navigating Concept Drift in Cellular Networks. PACMNET Shinan Liu, Francesco Bronzino, Paul Schmitt, Arjun Nitin Bhagoji, Nick Feamster, Hector Garcia Crespo, Timothy Coyle, Brian Ward
2023	J	`jnl`	NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation. CoRR Xi Jiang, Shinan Liu, Aaron Gember-Jacobson, Arjun Nitin Bhagoji, Paul Schmitt, Francesco Bronzino, Nick Feamster
2022	A	`conf`	Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning. BMVC Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi
2022	J	`jnl`	Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning. CoRR Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi
2022	A	`conf`	Scale-Prior Deformable Convolution for Exemplar-Guided Class-Agnostic Counting. BMVC Wei Lin, Kunlin Yang, Xinzhu Ma, Junyu Gao, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi, Antoni B. Chan
2022	J	`jnl`	Video Crowd Localization With Multifocus Gaussian Neighborhood Attention and a Large-Scale Benchmark. IEEE Trans. Image Process. Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou
2021	B	`conf`	Characterizing Service Provider Response to the COVID-19 Pandemic in the United States. PAM Shinan Liu, Paul Schmitt, Francesco Bronzino, Nick Feamster
2021	A*	`conf`	GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer. ICCV Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi
2021	J	`jnl`	GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer. CoRR Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi
2021	A*	`conf`	Stars Can Tell: A Robust Method to Defend against GPS Spoofing Attacks using Off-the-shelf Chipset. USENIX Security Symposium Shinan Liu, Xiang Cheng, Hanchao Yang, Yuanchao Shu, Xiaoran Weng, Ping Guo, Kexiong Curtis Zeng, Gang Wang, Yaling Yang
2021	J	`jnl`	Understanding Model Drift in a Large Cellular Network. CoRR Shinan Liu, Francesco Bronzino, Paul Schmitt, Nick Feamster, Ricardo Borges, Hector Garcia Crespo, Brian Ward
2021	J	`jnl`	Video Crowd Localization with Multi-focus Gaussian Neighbor Attention and a Large-Scale Benchmark. CoRR Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou
2020	J	`jnl`	Characterizing Service Provider Response to the COVID-19 Pandemic in the United States. CoRR Shinan Liu, Paul Schmitt, Francesco Bronzino, Nick Feamster
2020	—	`conf`	Rethinking Pseudo-LiDAR Representation. ECCV (13) Xinzhu Ma, Shinan Liu, Zhiyi Xia, Hongwen Zhang, Xingyu Zeng, Wanli Ouyang
2020	J	`jnl`	Rethinking Pseudo-LiDAR Representation. CoRR Xinzhu Ma, Shinan Liu, Zhiyi Xia, Hongwen Zhang, Xingyu Zeng, Wanli Ouyang
2018	A*	`conf`	All Your GPS Are Belong To Us: Towards Stealthy Manipulation of Road Navigation Systems. USENIX Security Symposium Kexiong Curtis Zeng, Shinan Liu, Yuanchao Shu, Dong Wang, Haoyu Li, Yanzhi Dou, Gang Wang, Yaling Yang
2017	Misc	`conf`	A Practical GPS Location Spoofing Attack in Road Navigation Scenario. HotMobile Kexiong Curtis Zeng, Yuanchao Shu, Shinan Liu, Yanzhi Dou, Yaling Yang