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2020 – today
- 2024
[j11]Suhang Fan
, Wei Xu, Renjie Xie, Shi Jin, Derrick Wing Kwan Ng, Naofal Al-Dhahir:
Deep CSI Compression for Dual-Polarized Massive MIMO Channels With Disentangled Representation Learning. IEEE Trans. Commun. 72(9): 5564-5580 (2024)- [j10]Aoting Hu, Zhigang Lu, Renjie Xie, Minhui Xue:
${\sf VeriDIP}$VeriDIP: Verifying Ownership of Deep Neural Networks Through Privacy Leakage Fingerprints. IEEE Trans. Dependable Secur. Comput. 21(4): 2568-2584 (2024) - [j9]Renjie Xie, Jiahao Cao, Yuxi Zhu, Yixiang Zhang, Yi He, Hanyi Peng, Yixiao Wang, Mingwei Xu, Kun Sun, Enhuan Dong, Qi Li, Menghao Zhang, Jiang Li:
Cactus: Obfuscating Bidirectional Encrypted TCP Traffic at Client Side. IEEE Trans. Inf. Forensics Secur. 19: 7659-7673 (2024) - [c14]Shicheng Wang, Menghao Zhang, Yuying Du, Ziteng Chen, Zhiliang Wang, Mingwei Xu, Renjie Xie, Jiahai Yang:
LoRDMA: A New Low-Rate DoS Attack in RDMA Networks. NDSS 2024 - [c13]Yue Xiao, Yi He, Xiaoli Zhang, Qian Wang, Renjie Xie, Kun Sun, Ke Xu, Qi Li:
From Hardware Fingerprint to Access Token: Enhancing the Authentication on IoT Devices. NDSS 2024 - [i13]Yue Xiao, Yi He, Xiaoli Zhang, Qian Wang, Renjie Xie, Kun Sun, Ke Xu, Qi Li:
From Hardware Fingerprint to Access Token: Enhancing the Authentication on IoT Devices. CoRR abs/2403.15271 (2024) - [i12]Suhang Fan, Wei Xu, Renjie Xie, Shi Jin, Derrick Wing Kwan Ng, Naofal Al-Dhahir:
Deep CSI Compression for Dual-Polarized Massive MIMO Channels with Disentangled Representation Learning. CoRR abs/2403.19185 (2024) - [i11]Haoxing Liu, Renjie Xie, Haoshen Qin, Yizhou Li:
Research on Dangerous Flight Weather Prediction based on Machine Learning. CoRR abs/2406.12298 (2024) - [i10]Aoting Hu, Yanzhi Chen, Renjie Xie, Adrian Weller:
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective. CoRR abs/2409.06130 (2024) - 2023
- [j8]Renjie Xie, Wei Xu, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst:
Disentangled Representation Learning for RF Fingerprint Extraction Under Unknown Channel Statistics. IEEE Trans. Commun. 71(7): 3946-3962 (2023) - [j7]Ziqing Yin, Renjie Xie, Wei Xu, Zhaohui Yang, Xiaohu You:
Self-Information Domain-Based Neural CSI Compression With Feature Coupling. IEEE Trans. Veh. Technol. 72(10): 13661-13665 (2023) - [c12]Renjie Xie, Yixiao Wang, Jiahao Cao, Enhuan Dong, Mingwei Xu, Kun Sun, Qi Li, Licheng Shen, Menghao Zhang:
Rosetta: Enabling Robust TLS Encrypted Traffic Classification in Diverse Network Environments with TCP-Aware Traffic Augmentation. ACM TUR-C 2023: 131-132 - [c11]Jiang Li, Jiahao Cao, Zili Meng, Renjie Xie, Mingwei Xu:
RoLL: Real-Time and Accurate Route Leak Location with AS Triplet Features. ICC 2023: 5240-5246 - [c10]Jiachen Ke, Renjie Xie, Wei Xu:
Unsupervised Stock Clustering Based on Adversarial Learning and Its Application in Quantitative Investment. ICEME 2023: 296-302 - [c9]Renjie Xie, Jiahao Cao, Enhuan Dong, Mingwei Xu, Kun Sun, Qi Li, Licheng Shen, Menghao Zhang:
Rosetta: Enabling Robust TLS Encrypted Traffic Classification in Diverse Network Environments with TCP-Aware Traffic Augmentation. USENIX Security Symposium 2023: 625-642 - [i9]Jiayuan Chen, Xiang Zhang, Yinfei Xu, Tianli Zhao, Renjie Xie, Wei Xu:
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective. CoRR abs/2301.10536 (2023) - [i8]Ziqing Yin, Renjie Xie, Wei Xu, Zhaohui Yang, Xiaohu You:
Self-information Domain-based Neural CSI Compression with Feature Coupling. CoRR abs/2305.07662 (2023) - [i7]Aoting Hu, Zhigang Lu, Renjie Xie, Minhui Xue:
VeriDIP: Verifying Ownership of Deep Neural Networks through Privacy Leakage Fingerprints. CoRR abs/2310.10656 (2023) - 2022
- [j6]Renjie Xie, Jiahao Cao, Qi Li, Kun Sun, Guofei Gu, Mingwei Xu, Yuan Yang:
Disrupting the SDN Control Channel via Shared Links: Attacks and Countermeasures. IEEE/ACM Trans. Netw. 30(5): 2158-2172 (2022) - [j5]Ziqing Yin, Wei Xu, Renjie Xie, Shaoqing Zhang, Derrick Wing Kwan Ng, Xiaohu You:
Deep CSI Compression for Massive MIMO: A Self-Information Model-Driven Neural Network. IEEE Trans. Wirel. Commun. 21(10): 8872-8886 (2022) - [i6]Ziqing Yin, Wei Xu, Renjie Xie, Shaoqing Zhang, Derrick Wing Kwan Ng, Xiaohu You:
Deep CSI Compression for Massive MIMO: A Self-information Model-driven Neural Network. CoRR abs/2204.11567 (2022) - [i5]Renjie Xie, Wei Xu, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst:
Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics. CoRR abs/2208.02724 (2022) - 2021
- [j4]Renjie Xie, Wei Xu, Yanzhi Chen, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst:
A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication. IEEE Trans. Inf. Forensics Secur. 16: 4435-4450 (2021) - [j3]Zhicheng Liu, Jun Cao, Renjie Xie, Junyan Yang, Qiao Wang:
Modeling Submarket Effect for Real Estate Hedonic Valuation: A Probabilistic Approach. IEEE Trans. Knowl. Data Eng. 33(7): 2943-2955 (2021) - [c8]Aoting Hu, Renjie Xie, Zhigang Lu, Aiqun Hu, Minhui Xue:
TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing. CCS 2021: 2096-2112 - [i4]Aoting Hu, Renjie Xie, Zhigang Lu, Aiqun Hu, Minhui Xue:
TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing. CoRR abs/2107.13190 (2021) - [i3]Renjie Xie, Wei Xu, Yanzhi Chen, Jiabao Yu, Aiqun Hu, Derrick Wing Kwan Ng, A. Lee Swindlehurst:
A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication. CoRR abs/2108.04436 (2021) - 2020
- [c7]Yanzhi Chen, Renjie Xie, Zhanxing Zhu:
On Breaking Deep Generative Model-based Defenses and Beyond. ICML 2020: 1736-1745 - [c6]Jiahao Cao, Renjie Xie, Kun Sun, Qi Li, Guofei Gu, Mingwei Xu:
When Match Fields Do Not Need to Match: Buffered Packets Hijacking in SDN. NDSS 2020
2010 – 2019
- 2019
- [j2]Yanzhi Chen, Yan Wo, Renjie Xie, Chudan Wu, Guoqiang Han:
Deep Secure Quantization: On secure biometric hashing against similarity-based attacks. Signal Process. 154: 314-323 (2019) - [c5]Renjie Xie, Mingwei Xu, Jiahao Cao, Qi Li:
SoftGuard: Defend Against the Low-Rate TCP Attack in SDN. ICC 2019: 1-6 - [c4]Renjie Xie, Yuancheng Wang, Tian Xie, Yuhao Zhang, Li Xu, Jian Lu, Qiao Wang:
Adversarial Training for Video Disentangled Representation. MMM (2) 2019: 532-543 - [c3]Jiahao Cao, Qi Li, Renjie Xie, Kun Sun, Guofei Gu, Mingwei Xu, Yuan Yang:
The CrossPath Attack: Disrupting the SDN Control Channel via Shared Links. USENIX Security Symposium 2019: 19-36 - [i2]Renjie Xie, Yanzhi Chen, Yan Wo, Qiao Wang:
A Deep, Information-theoretic Framework for Robust Biometric Recognition. CoRR abs/1902.08785 (2019) - [i1]Ning Wang, Xianhan Zeng, Renjie Xie, Zefei Gao, Yi Zheng, Ziran Liao, Junyan Yang, Qiao Wang:
Unsupervised Classification of Street Architectures Based on InfoGAN. CoRR abs/1905.12844 (2019) - 2017
- [j1]Tiziana Fanni, Lin Li, Timo Viitanen, Carlo Sau, Renjie Xie, Francesca Palumbo, Luigi Raffo, Heikki Huttunen, Jarmo Takala, Shuvra S. Bhattacharyya:
Hardware design methodology using lightweight dataflow and its integration with low power techniques. J. Syst. Archit. 78: 15-29 (2017) - 2016
- [c2]Lin Li, Tiziana Fanni, Timo Viitanen, Renjie Xie, Francesca Palumbo, Luigi Raffo, Heikki Huttunen, Jarmo Takala, Shuvra S. Bhattacharyya:
Low power design methodology for signal processing systems using lightweight dataflow techniques. DASIP 2016: 82-89 - [c1]Renjie Xie, Heikki Huttunen, Shuoxin Lin, Shuvra S. Bhattacharyya, Jarmo Takala:
Resource-constrained implementation and optimization of a deep neural network for vehicle classification. EUSIPCO 2016: 1862-1866
Coauthor Index
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