| 2026 | INFOCOM | TrojanEdge: Mutual Information-Enhanced Robust and Persistent Backdoor Attacks for Edge and On-Device Deployments. | Zemin Chen, Jian Li, Miao Lin, Austin Mao, Lusi Li, Rui Ning, Chunsheng Xin, Hongyi Wu |
| 2026 | INFOCOM | ACS-Boot: Efficient Randomized Smoothing for Robustness Certification on Resource-Constrained Edge Devices. | Miao Lin, Junrui Zhang, Jian Li, Feng Yu, Lusi Li, Chunsheng Xin, Hongyi Wu, Rui Ning |
| 2026 | PERCOM | D-SYNC: Enhancing Vehicle Localization with Dashcam-Satellite Image Synchronization. | Peng Jiang, Liuwan Zhu, Rui Ning, Hongyi Wu, Chunsheng Xin |
| 2024 | AAAI | United We Stand: Accelerating Privacy-Preserving Neural Inference by Conjunctive Optimization with Interleaved Nexus. | Qiao Zhang, Tao Xiang, Chunsheng Xin, Hongyi Wu |
| 2024 | AAAI | SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly. | Liuwan Zhu, Rui Ning, Jiang Li, Chunsheng Xin, Hongyi Wu |
| 2024 | ACSAC | TILE: Input Structure Optimization for Neural Networks to Accelerate Secure Inference. | Yizhou Feng, Qiao Zhang, Yifei Cai, Hongyi Wu, Chunsheng Xin |
| 2024 | AsiaCCS | MOSAIC: A Prune-and-Assemble Approach for Efficient Model Pruning in Privacy-Preserving Deep Learning. | Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu |
| 2024 | ICDCS | SPOT: Structure Patching and Overlap Tweaking for Effective Pipelining in Privacy-Preserving MLaaS with Tiny Clients. | Xiangrui Xu, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu |
| 2024 | SP | From Individual Computation to Allied Optimization: Remodeling Privacy-Preserving Neural Inference with Function Input Tuning. | Qiao Zhang, Tao Xiang, Chunsheng Xin, Hongyi Wu |
| 2023 | ICCCN | Beam Profiling and Beamforming Modeling for mmWave NextG Networks. | Efat Samir Fathalla, Sahar Zargarzadeh, Chunsheng Xin, Hongyi Wu, Peng Jiang, Joao F. Santos, Jacek Kibilda, Aloizio Pereira da Silva |
| 2023 | ICDCS | ScanFed: Scalable Behavior-Based Backdoor Detection in Federated Learning. | Rui Ning, Jiang Li, Chunsheng Xin, Chonggang Wang, Xu Li, Robert Gazda, Jin-Hee Cho, Hongyi Wu |
| 2023 | PERCOM | SEEK: Detecting GPS Spoofing via a Sequential Dashcam-Based Vehicle Localization Framework. | Peng Jiang, Hongyi Wu, Yanxiao Zhao, Dan Zhao, Chunsheng Xin |
| 2022 | AAAI | Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks. | Rui Ning, Jiang Li, Chunsheng Xin, Hongyi Wu, Chonggang Wang |
| 2022 | AsiaCCS | Hunter: HE-Friendly Structured Pruning for Efficient Privacy-Preserving Deep Learning. | Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu |
| 2022 | ECCV | Most and Least Retrievable Images in Visual-Language Query Systems. | Liuwan Zhu, Rui Ning, Jiang Li, Chunsheng Xin, Hongyi Wu |
| 2022 | ICCCN | Security and Threats of Intelligent Reflecting Surface Assisted Wireless Communications. | Haolin Tang, Salih Sarp, Yanxiao Zhao, Wei Wang, Chunsheng Xin |
| 2022 | INFOCOM | TrojanFlow: A Neural Backdoor Attack to Deep Learning-based Network Traffic Classifiers. | Rui Ning, Chunsheng Xin, Hongyi Wu |
| 2022 | SENSYS | Light Auditor: Power Measurement Can Tell Private Data Leakage through IoT Covert Channels. | Woosub Jung, Kailai Cui, Kenneth Koltermann, Junjie Wang, Chunsheng Xin, Gang Zhou |
| 2021 | ICCV | CLEAR: Clean-up Sample-Targeted Backdoor in Neural Networks. | Liuwan Zhu, Rui Ning, Chunsheng Xin, Chonggang Wang, Hongyi Wu |
| 2021 | INFOCOM | Invisible Poison: A Blackbox Clean Label Backdoor Attack to Deep Neural Networks. | Rui Ning, Jiang Li, Chunsheng Xin, Hongyi Wu |
| 2021 | NDSS | GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks. | Qiao Zhang, Chunsheng Xin, Hongyi Wu |
| 2019 | INFOCOM | CapJack: Capture In-Browser Crypto-jacking by Deep Capsule Network through Behavioral Analysis. | Rui Ning, Cong Wang, Chunsheng Xin, Jiang Li, Liuwan Zhu, Hongyi Wu |
| 2018 | IJCAI | GELU-Net: A Globally Encrypted, Locally Unencrypted Deep Neural Network for Privacy-Preserved Learning. | Qiao Zhang, Cong Wang, Hongyi Wu, Chunsheng Xin, Tran V. Phuong |
| 2018 | INFOCOM | Puncturable Attribute-Based Encryption for Secure Data Delivery in Internet of Things. | Tran Viet Xuan Phuong, Rui Ning, Chunsheng Xin, Hongyi Wu |
| 2018 | PERCOM | DeepMag: Sniffing Mobile Apps in Magnetic Field through Deep Convolutional Neural Networks. | Rui Ning, Cong Wang, Chunsheng Xin, Jiang Li, Hongyi Wu |
| 2015 | ICCCN | Spectrum Sensing for a Subdivided Band in Cognitive Radio Networks. | Prosanta Paul, Chunsheng Xin, Min Song, Yanxiao Zhao |
| 2014 | ICCCN | A transparent spectrum co-access protocol for cognitive radio networks. | Jonathan D. Backens, Min Song, Chunsheng Xin |
| 2013 | GLOBECOM | A density based scheme to countermeasure spectrum sensing data falsification attacks in cognitive radio networks. | Changlong Chen, Min Song, Chunsheng Xin |
| 2013 | INFOCOM | Virtual backbone construction for cognitive radio networks without common control channel. | Ying Dai, Jie Wu, Chunsheng Xin |
| 2013 | INFOCOM | FMAC: A fair MAC protocol for coexisting cognitive radio networks. | Yanxiao Zhao, Min Song, Chunsheng Xin |
| 2012 | GLOBECOM | A robust malicious user detection scheme in cooperative spectrum sensing. | Changlong Chen, Min Song, Chunsheng Xin, Mansoor Alam |
| 2012 | INFOCOM | Dynamic spectrum access as a service. | Chunsheng Xin, Min Song |
| 2012 | INFOCOM | Spectrum sensing based on three-state model to accomplish all-level fairness for co-existing multiple cognitive radio networks. | Yanxiao Zhao, Min Song, Chunsheng Xin, Manish Wadhwa |
| 2011 | GLOBECOM | A PLL Based Approach to Building an Effective Covert Timing Channel. | Changlong Chen, Min Song, George Hsieh, Chunsheng Xin |
| 2011 | GLOBECOM | CONI: Credit-Based Overlay and Interweave Dynamic Spectrum Access Protocol for Multi-Hop Cognitive Radio Networks. | Liangping Ma, Chien-Chung Shen, Chunsheng Xin |
| 2011 | GLOBECOM | An Approximately Optimal Rendezvous Scheme for Dynamic Spectrum Access Networks. | Chunsheng Xin, Min Song, Liangping Ma, Chien-Chung Shen |
| 2011 | SECON | Delay analysis for cognitive radio networks supporting heterogeneous traffic. | Yanxiao Zhao, Min Song, Chunsheng Xin |
| 2010 | GLOBECOM | On Random Dynamic Spectrum Access for Cognitive Radio Networks. | Chunsheng Xin, Min Song, Liangping Ma, George Hsieh, Chien-Chung Shen |
| 2010 | MOBICOM | Network coding relayed dynamic spectrum access. | Chunsheng Xin, Min Song, Liangping Ma, George Hsieh, Chien-Chung Shen |
| 2009 | GLOBECOM | A Cognitive Radio Network Architecture without Control Channel. | Chunsheng Xin, Xiaojun Cao |
| 2009 | INFOCOM | A Learning-based Multiuser Opportunistic Spectrum Access Approach in Unslotted Primary Networks. | Sachin Shetty, Min Song, Chunsheng Xin, E. K. Park |
| 2007 | Broadnets | Group schedule serialized traffic in optical burst switching networks. | Xiaojun Cao, James Joseph, Jikai Li, Chunsheng Xin |
| 2006 | Broadnets | Wavelength Converter Placement for Dynamic Traffic Grooming in Optical Networks. | Chunsheng Xin |
| 2006 | FUSION | Communal Cooperation in Sensor Networks for Situation Management. | Kennie H. Jones, Kenneth N. Lodding, Stephan Olariu, Larry Wilson, Chunsheng Xin |
| 2006 | ICCCN | A Layered Graph Interface Assignment Algorithm for Multi-Channel Wireless Networks. | Chunsheng Xin |
| 2005 | Broadnets | Routing and wavelength assignment under a scheduled traffic model in reconfigurable WDM optical networks. | Bin Wang, Tianjian Li, Chunsheng Xin |
| 2005 | GLOBECOM | On survivable service provisioning in WDM optical networks under a scheduled traffic model. | Tianjian Li, Bin Wang, Chunsheng Xin, Xinhui Zhang |
| 2005 | GLOBECOM | Computing loss probability for dynamic traffic grooming in optical networks with wavelength conversion. | Chunsheng Xin, Jikai Li, Xiaojun Cao, Bin Wang |
| 2005 | GLOBECOM | A heuristic logical topology design algorithm for multi-hop dynamic traffic grooming in WDM optical networks. | Chunsheng Xin, Bin Wang, Xiaojun Cao, Jikai Li |
| 2005 | ISPA | Energy Usage in Biomimetic Models for Massively-Deployed Sensor Networks. | Kennie H. Jones, Kenneth N. Lodding, Stephan Olariu, Larry Wilson, Chunsheng Xin |
| 2004 | Broadnets | Computing Blocking Probability of Dynamic Traffic Grooming in Mesh WDM Optical Networks. | Chunsheng Xin |
| 2003 | GLOBECOM | Traffic grooming in mesh WDM optical networks - performance analysis. | Chunsheng Xin, Chunming Qiao, Sudhir S. Dixit |
| 2003 | GLOBECOM | A hybrid optical switching approach. | Chunsheng Xin, Chunming Qiao, Yinghua Ye, Sudhir S. Dixit |
| 2003 | ICCCN | Performance analysis of multihop traffic grooming in mesh WDM optical networks. | Chunsheng Xin, Chunming Qiao |
| 2002 | ICCCN | An agent-based traffic grooming and management mechanism for IP over optical networks. | Chunsheng Xin, Yinghua Ye, Sudhir S. Dixit, Chunming Qiao |
| 2001 | GLOBECOM | A joint working and protection path selection approach in WDM optical networks. | Chunsheng Xin, Yinghua Ye, Sudhir S. Dixit, Chunming Qiao |