Preprints

[2] Junlong Mao (MSC student), Huiyi Tang, Yi Zhang, Fengxia Liu, Zhiyong Zheng, and Shanxiang Lyu. "FedReverse: Multiparty Reversible Deep Neural Network Watermarking." arXiv preprint: 2312.05738 (2023).

[1] Junren Qin (MSC student), Shanxiang Lyu, Fan Yang, Jiarui Deng, Zhihua Xia, Xiaochun Cao: Reversible Quantization Index Modulation for Static Deep Neural Network Watermarking. arXiv preprint:  2305.17879 (2023) 

Journal Publications

[26] Fan Yang, Hao Cheng, Shanxiang Lyu(*), Jinming Wen, Hao Chen: Lattice-Aided Extraction of Spread-Spectrum Hidden Data. IEEE Trans. Inf. Forensics Secur. 19: 5684-5695 (2024)

[25] Hao Chen, Longjiang Qu, Chengju Li, Shanxiang Lyu, Liqing Xu, Mingshuo Zhou: Generalized Singleton Type Upper Bounds. IEEE Trans. Inf. Theory 70(5): 3298-3308 (2024)

[24] Shanxiang Lyu, Ling Liu, Cong Ling, Junzuo Lai, Hao Chen: Lattice codes for lattice-based PKE. Des. Codes Cryptogr. 92(4): 917-939 (2024)

[23] Junlong Mao, Huiyi Tang, Shanxiang Lyu(*), Zhengchun Zhou, Xiaochun Cao: Content-Aware Quantization Index Modulation: Leveraging Data Statistics for Enhanced Image Watermarking. IEEE Trans. Inf. Forensics Secur. 19: 1935-1947 (2024)

[22] Junren Qin (MSC student), Shanxiang Lyu(*), Jiarui Deng (MSC student), Xingyuan Liang, Shijun Xiang, Hao Chen: A Lattice-Based Embedding Method for Reversible Audio Watermarking. IEEE Transactions on Dependable and Secure Computing, to appear, (2023)

[21] Fagang Li, Hao Chen, Shanxiang Lyu: "A characterization of optimal locally repairable codes." Discrete Mathematics, 346(7): 113465 (2023)

[20] Hongliang He, Shanxiang Lyu(*), Bingwen Feng: "Secure Transmission Over Multiple Access Wiretap Channel by Cross-Time Interference Injection." IEEE Transactions on Communications, 71(1): 370-380 (2023)

[19] Fagang Li, Hao Chen, Huimin Lao, Shanxiang Lyu(*): "New upper bounds and constructions of multi-erasure locally recoverable codes." Cryptography and Communications, 15(3): 513-528 (2023)

[18] Huimin Lao, Hao Chen, Fagang Li, and Shanxiang Lyu(*): "New Constant Dimension Subspace Codes From the Mixed Dimension Construction." IEEE Transactions on Information Theory, 69(7): 4333-4344 (2023)

[17] Shanxiang Lyu, Zheng Wang, Cong Ling, Hao Chen: "Better Lattice Quantizers Constructed from Complex Integers." IEEE Transactions on Communications, 70(12): 7932-7940 (2022)

[16] Shanxiang Lyu, Antonio Capello, Cong Ling: "Ring Compute-and-Forward over Block Fading Channels." IEEE Transactions on Information Theory, 65(11): 6931-6949 (2019)

[15] Shanxiang Lyu, Cong Ling: "Hybrid Vector Perturbation Precoding: The Blessing of Approximate Message Passing." IEEE Transactions on Signal Processing, 67(1): 178-193 (2018)

[14] Shanxiang Lyu, Cong Ling: "Boosted KZ and LLL Algorithms." IEEE Transactions on Signal Processing, 65(18): 4784-4796 (2017)

[13] Shanxiang Lyu, Jinming Wen, Jian Weng, Cong Ling: "On Low Complexity Lattice Reduction Algorithms for Large-Scale MIMO Detection: The Blessing of Sequential Reduction." IEEE Transactions on Signal Processing, 68: 257-269 (2020)

[12] Shanxiang Lyu, Christian Porter, Cong Ling: "Lattice Reduction over Imaginary Quadratic Fields." IEEE Transactions on Signal Processing, 68: 6380-6393 (2020)

[11] Shanxiang Lyu, Zheng Wang, Zhen Gao, Hongliang He, Lajos Hanzo: "Lattice-Based mmWave Hybrid Beamforming." IEEE Transactions on Communications, 69(7): 4907-4920  (2021)

[10] Shanxiang Lyu, Zheng Wang, Ling Liu, Hongliang He, Guanggang Geng: "Boosting Low-Complexity Vector Perturbation Variants Based on Rectangular Shaping." IEEE Transactions on Vehicular Technology, 70(7): 7211-7215  (2021)

[9] Shanxiang Lyu, Zheng Wang, Ling Liu: "On Solving the Shortest Basis Problem Based on Sequential Reduction." IEEE Communications Letters, 25(5): 1515-1519 (2021)

[8] Shanxiang Lyu, Zhaoshan Wang, Zhihui Hu, Jiuchao Feng: "Gradient method for blind chaotic signal separation based on proliferation exponent." Chinese Physics B, 23(1): 010506 (2014)

[7] Jieni Lin, Junren Qin, Shanxiang Lyu, Bingwen Feng, Jiabo Wang: "Lattice-Based Minimum-Distortion Data Hiding." IEEE Communications Letters, 25(9): 2839-2843 (2021)

[6] Hongliang He, Shanxiang Lyu, Qinghao He, Dongyang Xu: "Network Coding Assisted Secure Transmission in Full-Duplex Relay Networks." IEEE Transactions on Vehicular Technology, 69(8): 9196-9200 (2020)

[5] Yin Li, Fagang Li, Shanxiang Lyu, Meng Xu, Bing Xu: "Blind Extraction of ECG Signals based on Similarity in the Phase Space." Chaos, Solitons and Fractals, Volume 147, 110950 (2021)

[4] Shuting Lou, Jiarui Deng, Shanxiang Lyu: "Chaotic Signal Denoising based on Convolutional Denoising Autoencoders." Chaos, Solitons and Fractals, Volume 161, 112333 (2022)

[3] Zheng Wang, Shanxiang Lyu, Yili Xia, Qihui Wu: "Expectation Propagation-based Sampling Decoding: Enhancement and Optimization." IEEE Transactions on Signal Processing, 69: 195-209 (2021)

[2] Zheng Wang, Yang Huang, Shanxiang Lyu: "Lattice-Reduction-Aided Gibbs Algorithm for Lattice Gaussian Sampling: Convergence Enhancement and Decoding Optimization." IEEE Transactions on Signal Processing, 67(16): 4342-4356 (2019)

[1] Keke Ying, Zhen Gao, Shanxiang Lyu, Yongpeng Wu, Hua Wang, Mohamed-Slim Alouini: "GMD-Based Hybrid Beamforming for Large Reconfigurable Intelligent Surface Assisted Millimeter-Wave Massive MIMO." IEEE Access, 8: 19530-19539 (2020)

Conference Publications

[8] Huiyi Tang(BSC student), Junlong Mao(MSC student), Tengjian Liu(MSC student), and Shanxiang Lyu: "Content-Aware Quantization Index Modulation for Physical Layer Steganography." 2023 IEEE Global Communications Conference (GLOBECOM), Kuala Lumpur, Malaysia, Dec 4-8, 2023.

[7] Shanxiang Lyu: "Optimized Dithering for Quantization Index Modulation." IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Jun 4-10, 2023, Rhodes Island, Greece.

[6] Fan Yang, Hao Cheng, and Shanxiang Lyu: "Extracting Spread-Spectrum Hidden Data Based on Better Lattice Decoding." EAI ICDF2C 2022 - 13th EAI International Conference on Digital Forensics & Cyber Crime, November 16-18, 2022, Boston, United States.

[5] Shanxiang Lyu, Wang Zheng, Ling W.K, Wen Jinming: "Enhanced Vector Perturbation Precoding based on Adaptive Query Points." IEEE Global Communications Conference (GLOBECOM2019), Waikoloa, HI, USA.

[4] Shanxiang Lyu, Christian Porter, and Ling Cong: "Performance Limits of Lattice Reduction over Imaginary Quadratic Fields with Applications to Compute-and-Forward." IEEE Information Theory Workshop (ITW2018), Guangzhou, China.

[3] Shanxiang Lyu, Antonio Campello, Ling Cong, J-C Belfiore: "Compute-and-Forward over Block Fading Channels Using Algebraic Lattices." IEEE International Symposium on Information Theory (ISIT2017), Aachen, Germany.

[2] Shanxiang Lyu, and Ling Cong: "Sequential Lattice Reduction." Proc. 8th International Conference on Wireless Communications & Signal Processing (WCSP2016), Yangzhou, China.

[1] Christian Porter, Shanxiang Lyu, and Ling Cong: "On the Optimality of Gauss's Algorithm over Euclidean Imaginary Quadratic Fields." IEEE Information Theory Workshop (ITW2019), Visby, Gotland, Sweden.