| 2026 | FCCM | VSALUT: A Lightweight Low-Dimensional VSA Classifier for Efficient Inference on FPGA. | Nuntipat Narkthong, Xiaolin Xu |
| 2026 | SECON | Poster: An Intrinsic Flow Generation-Guided Pre-trained Model for Network Traffic Classification. | Yongna Dai, Xuelian Jin, Xiaolin Xu, Yipeng Wang |
| 2025 | CSCWD | Towards Open-World DoH Tunnel Detection: A Dual-View Contrastive Learning Framework with Adaptive Feature Boundaries. | Beibei Feng, Qi Wang, Zhefeng Nan, Jiang Xie, Tianning Zang, Xiaolin Xu, Jingrun Ma |
| 2025 | DAC | Towards Training Robustness Against Dynamic Errors in Quantum Machine Learning. | Shijin Duan, Gaowen Liu, Charles Fleming, Ramana Kompella, Xiaolin Xu, Shaolei Ren |
| 2025 | DAC | Holistic Design towards Resource-Stringent Binary Vector Symbolic Architecture. | Shijin Duan, Nuntipat Narkthong, Yukui Luo, Shaolei Ren, Xiaolin Xu |
| 2025 | ICANN | Federated Privacy-Preserving for Cross-Domain Sequential Recommendation. | Su Chen, Yan Dong, Yanmin Shang, Xiaolin Xu, Xixun Lin |
| 2025 | ICASSP | Enhancing Task-Specific Feature Learning with LLMs for Multimodal Emotion and Intent Joint Understanding. | Zhaoyang Li, Cheng Lu, Xiaolin Xu, Kaifei Zhang, Yujia Gu, Banghua Li, Yuan Zong, Wenming Zheng |
| 2025 | ICASSP | Reliable Learning From LLM Features for Multimodal Emotion and Intent Joint Understanding. | Xiaolin Xu, Cheng Lu, Zhaoyang Li, Yuyun Liu, Yinghao Ma, Jiahao Luo, Yuan Zong, Wenming Zheng |
| 2025 | ICML | Graph Generative Pre-trained Transformer. | Xiaohui Chen, Yinkai Wang, Jiaxing He, Yuanqi Du, Soha Hassoun, Xiaolin Xu, Liping Liu |
| 2025 | ICML | Taming Diffusion for Dataset Distillation with High Representativeness. | Lin Zhao, Yushu Wu, Xinru Jiang, Jianyang Gu, Yanzhi Wang, Xiaolin Xu, Pu Zhao, Xue Lin |
| 2025 | NDSS | Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing. | Ruyi Ding, Tong Zhou, Lili Su, Aidong Adam Ding, Xiaolin Xu, Yunsi Fei |
| 2025 | RAID | ShuffleV: A Microarchitectural Defense Strategy against Electromagnetic Side-Channel Attacks in Microprocessors. | Nuntipat Narkthong, Yukui Luo, Xiaolin Xu |
| 2025 | WCNC | Enhanced Encrypted Traffic Classification Through Packet-Flow Dual Views. | Beibei Feng, Qi Wang, Yijing Wang, Feifan Li, Xiaolin Xu, Tianning Zang, Jingrun Ma |
| 2024 | ASPLOS | MicroVSA: An Ultra-Lightweight Vector Symbolic Architecture-based Classifier Library for Always-On Inference on Tiny Microcontrollers. | Nuntipat Narkthong, Shijin Duan, Shaolei Ren, Xiaolin Xu |
| 2024 | DAC | TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments. | Ziyu Liu, Tong Zhou, Yukui Luo, Xiaolin Xu |
| 2024 | ICASSP | Progressively Learning from Macro-Expressions for Micro-Expression Recognition. | Feifan Wang, Yuan Zong, Jie Zhu, Mengting Wei, Xiaolin Xu, Cheng Lu, Wenming Zheng |
| 2024 | ICCAD | AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing. | Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu |
| 2024 | ICLR | ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor. | Tong Zhou, Shaolei Ren, Xiaolin Xu |
| 2024 | IJCNN | DINO-ViT Enhanced Diffusion for Multi-exemplar-based Image Translation. | Xiaolin Xu, Jiangjian Xiao, Xiaolu Zhang, Xiaofeng Jin, Xiaojing Gu, Gen Xu |
| 2024 | TrustCom | From Scarcity to Clarity: Few-Shot Learning for DoH Tunnel Detection Through Prototypical Network. | Beibei Feng, Qi Wang, Xiaolin Xu, Yijing Wang, Tianning Zang, Jingrun Ma |
| 2024 | SP | Side-Channel-Assisted Reverse-Engineering of Encrypted DNN Hardware Accelerator IP and Attack Surface Exploration. | Cheng Gongye, Yukui Luo, Xiaolin Xu, Yunsi Fei |
| 2024 | SP | DeepShuffle: A Lightweight Defense Framework against Adversarial Fault Injection Attacks on Deep Neural Networks in Multi-Tenant Cloud-FPGA. | Yukui Luo, Adnan Siraj Rakin, Deliang Fan, Xiaolin Xu |
| 2023 | DAC | HammerDodger: A Lightweight Defense Framework against RowHammer Attack on DNNs. | Cheng Gongye, Yukui Luo, Xiaolin Xu, Yunsi Fei |
| 2023 | DAC | PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. | Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding |
| 2023 | ICCAD | MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference. | Ziyu Liu, Yukui Luo, Shijin Duan, Tong Zhou, Xiaolin Xu |
| 2023 | ICCV | VertexSerum: Poisoning Graph Neural Networks for Link Inference. | Ruyi Ding, Shijin Duan, Xiaolin Xu, Yunsi Fei |
| 2023 | ICCV | AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. | Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding |
| 2023 | ICIP | Geometric Magnification-based Attention Graph Convolutional Network for Skeleton-based Micro-Gesture Recognition. | Haolin Jiang, Wenming Zheng, Yuan Zong, Xiaolin Xu, Xingxun Jiang, Yunlong Xue |
| 2023 | ICML | SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference. | Ran Ran, Xinwei Luo, Wei Wang, Tao Liu, Gang Quan, Xiaolin Xu, Caiwen Ding, Wujie Wen |
| 2023 | ICML | NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation. | Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu |
| 2023 | IJCNN | Automated Behavior Identification of Home Security Camera Traffic. | Shuhe Liu, Xiaolin Xu, Zhefeng Nan |
| 2023 | INFOCOM | Achieving Certified Robustness for Brain-Inspired Low-Dimensional Computing Classifiers. | Fangfang Yang, Shijin Duan, Xiaolin Xu, Shaolei Ren |
| 2023 | ISCC | Facing Unknown: Open-World Encrypted Traffic Classification Based on Contrastive Pre-Training. | Xiang Li, Beibei Feng, Tianning Zang, Xiaolin Xu, Shuyuan Zhao, Jingrun Ma |
| 2023 | MICRO | AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization. | Yukui Luo, Nuo Xu, Hongwu Peng, Chenghong Wang, Shijin Duan, Kaleel Mahmood, Wujie Wen, Caiwen Ding, Xiaolin Xu |
| 2022 | DAC | LeHDC: learning-based hyperdimensional computing classifier. | Shijin Duan, Yejia Liu, Shaolei Ren, Xiaolin Xu |
| 2022 | DAC | HDLock: exploiting privileged encoding to protect hyperdimensional computing models against IP stealing. | Shijin Duan, Shaolei Ren, Xiaolin Xu |
| 2022 | FCCM | NNReArch: A Tensor Program Scheduling Framework Against Neural Network Architecture Reverse Engineering. | Yukui Luo, Shijin Duan, Cheng Gongye, Yunsi Fei, Xiaolin Xu |
| 2022 | FPGA | An Integrity Checking Framework for AXI Protocol in Multi-tenant FPGA. | Yukui Luo, Yuheng Zhang, Shijin Duan, Xiaolin Xu |
| 2022 | ICCAD | ObfuNAS: A Neural Architecture Search-Based DNN Obfuscation Approach. | Tong Zhou, Shaolei Ren, Xiaolin Xu |
| 2022 | IJCNN | Autonomous Anti - interference Identification of $\text{IoT}$ Device Traffic based on Convolutional Neural Network. | Shuhe Liu, Xiaolin Xu, Yongzheng Zhang, Yipeng Wang |
| 2022 | IJCNN | Sample Self-Revised Network for Cross-Dataset Facial Expression Recognition. | Xiaolin Xu, Wenming Zheng, Yuan Zong, Cheng Lu, Xingxun Jiang |
| 2022 | ICTAI | Device Behavior Identification in Encrypted Home Security Camera Traffic. | Shuhe Liu, Xiaolin Xu, Zhefeng Nan |
| 2022 | TrustCom | CNN-Based Autonomous Traffic Detection on Unknown Home Security Cameras. | Shuhe Liu, Xiaolin Xu, Zhefeng Nan |
| 2022 | TrustCom | A longitudinal Measurement and Analysis Study of Mozi, an Evolving P2P IoT Botnet. | Binglai Wang, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu |
| 2021 | DAC | DeepStrike: Remotely-Guided Fault Injection Attacks on DNN Accelerator in Cloud-FPGA. | Yukui Luo, Cheng Gongye, Yunsi Fei, Xiaolin Xu |
| 2021 | DAC | SGX-FPGA: Trusted Execution Environment for CPU-FPGA Heterogeneous Architecture. | Ke Xia, Yukui Luo, Xiaolin Xu, Sheng Wei |
| 2021 | DATE | Constructive Use of Process Variations: Reconfigurable and High-Resolution Delay-Line. | Wenhao Wang, Yukui Luo, Xiaolin Xu |
| 2021 | ICCS | MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained Features. | Juncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang |
| 2020 | FCCM | A Dynamic Frequency Scaling Framework Against Reliability and Security Issues in Multi-tenant FPGA. | Yukui Luo, Xiaolin Xu |
| 2020 | ICCAD | A Quantitative Defense Framework against Power Attacks on Multi-tenant FPGA. | Yukui Luo, Xiaolin Xu |
| 2020 | ICCD | Stealthy-Shutdown: Practical Remote Power Attacks in Multi - Tenant FPGAs. | Yukui Luo, Cheng Gongye, Shaolei Ren, Yunsi Fei, Xiaolin Xu |
| 2019 | GLOBECOM | Pontus: A Linguistics-Based DGA Detection System. | Dingkui Yan, Huilin Zhang, Yipeng Wang, Tianning Zang, Xiaolin Xu, Yuwei Zeng |
| 2019 | ICCAD | An All-Digital True Random Number Generator Based on Chaotic Cellular Automata Topology. | Scott Best, Xiaolin Xu |
| 2018 | DAC | Power-based side-channel instruction-level disassembler. | Jungmin Park, Xiaolin Xu, Yier Jin, Domenic Forte, Mark Tehranipoor |
| 2018 | VCIP | Hierarchical Discriminant Feature Learning for Heterogeneous Face Recognition. | Xiaolin Xu, Yidong Li, Yi Jin, Congyan Lang, Songhe Feng, Tao Wang |
| 2017 | CHES | Novel Bypass Attack and BDD-based Tradeoff Analysis Against All Known Logic Locking Attacks. | Xiaolin Xu, Bicky Shakya, Mark Tehranipoor, Domenic Forte |
| 2017 | DAC | FFD: A Framework for Fake Flash Detection. | Zimu Guo, Xiaolin Xu, Mark Tehranipoor, Domenic Forte |
| 2017 | PDCAT | A Deep Learning Based Framework for Power Demand Forecasting with Deep Belief Networks. | Boyi Zhang, Xiaolin Xu, Hongwei Xing, Yidong Li |
| 2016 | PDCAT | A Learning-Based System for Monitoring Electrical Load in Smart Grid. | Shugeng Ding, Yidong Li, Xiaolin Xu, Hongwei Xing, Zhen Wang, Liang Chen, Gang Wang, Yu Meng |
| 2015 | SP | Virtual Proofs of Reality and their Physical Implementation. | Ulrich Rhrmair, J. L. Martinez-Hurtado, Xiaolin Xu, Christian Kraeh, Christian Hilgers, Dima Kononchuk, Jonathan J. Finley, Wayne P. Burleson |
| 2014 | CHES | Efficient Power and Timing Side Channels for Physical Unclonable Functions. | Ulrich Rhrmair, Xiaolin Xu, Jan Slter, Ahmed Mahmoud, Mehrdad Majzoobi, Farinaz Koushanfar, Wayne P. Burleson |
| 2014 | DATE | Hybrid side-channel/machine-learning attacks on PUFs: A new threat? | Xiaolin Xu, Wayne P. Burleson |
| 2014 | LANMAN | SDViNet: A software defined virtual network management platform in IaaS cloud. | Junxue Liang, Xiaolin Xu, Zhaowen Lin, Yan Ma, Hongjuan Pei, Xiaohong Huang, Jian Li, Hong-Xia Niu |
| 2014 | PDCAT | PUF-Based RFID Ownership Transfer Protocol in an Open Environment. | Qing-Shan Li, Xiaolin Xu, Zhong Chen |
| 2014 | SecureComm | Domain Algorithmically Generated Botnet Detection and Analysis. | Xiaolin Xu, Yonglin Zhou, Qingshan Li |
| 2013 | GRC | Measurement and analysis of Shanghai Xinmin microblog website. | Jian Wang, Xiaolin Xu, Xiaoming Hu, Yinchun Yang, Xiumei Wu |
| 2012 | GRC | A recommendation ranking model based on credit. | Xiaolin Xu, Guanglin Xu |
| 2010 | GRC | Research and Implementation of Image Encryption Algorithm Based on Zigzag Transformation and Inner Product Polarization Vector. | Xiaolin Xu, Jiali Feng |
| 2009 | GRC | A kind of synthetic evaluation method based on the attribute computing network. | Xiaolin Xu, Guanglin Xu, Jiali Feng |
| 2004 | SMC | Optimal production decisions under an uncertain deadline. | Xiaoqiang Cai, Xiaolin Xu, Xian Zhou |