Book Chapters

[2] M. Li, Rang Liu, H. Luo, and Q. Liu, Reconfigurable Intelligent Surface Empowered Integrated Sensing and Communications: Principle, Modeling, and Optimization.’’ In Integrated Sensing and Communications for Future Wireless Networks: Principles, Advances and Key Enabling Technologies. Amsterdam, Netherlands: Elsevier, 2024.

[1] Rang Liu, M. Li, X. Meng, F. Liu, and A. L. Swindlehurst, Integrated Sensing and Communications with Reconfigurable Intelligent Surfaces.’’ In Metasurfaces for Wireless Communications. Springer, in production.

Journals

[81] P. Li, M. Li, R. Liu, Q. Liu, and A. L. Swindlehurst, "MIMO-OFDM ISAC waveform design for range-Doppler sidelobe suppression," IEEE Trans. Wireless Commun., to appear.

[80] M. Liu, M. Li, R. Liu, and Q. Liu, "Dynamic hybrid beamforming designs for ELAA near-field communications," IEEE J. Sel. Areas Commun. (JSAC), to appear.

[79] Z. Xiao, R. Liu, M. Li, W. Wang, Q. Liu, "Sparsity exploitation via joint receive processing and transmit beamforming design for MIMO-OFDM ISAC systems," IEEE Trans. Commun., to appear.

[78] Z. Xiao, R. Liu, M. Li, Q. Liu, and A. L. Swindlehurst, "A novel joint angle-range-velocity estimation method for MIMO-OFDM ISAC systems," IEEE Trans. Signal Process., vol. 72, pp. 3805-3818, 2024.

[77] S. Zhang, Z. Xiao, R. Liu, M. Li, W. Wang, and Q. Liu, "Multipath exploitation for fluctuating target detection in RIS-assisted ISAC systems," IEEE Wireless Commun. Lett., vol. 13, no. 9, pp. 2392-2396, Sept. 2024.

[76] Q. Zhu, M. Li, R. Liu, and Q. Liu, "Cramer-Rao bound optimization for active RIS-empowered ISAC systems," IEEE Trans. Wireless Commun., vol. 23, no. 9, pp. 11723-11736, Sept. 2024.

[75] Y. Gao, Q. Wu, W. Chen, Y. Liu, M. Li, and D. B. Da Costa, "IRS-aided overloaded multi-antenna systems: Joint user grouping and resource allocation," IEEE Trans. Wireless Commun., vol. 23, no. 8, pp. 8297-8313, Aug. 2024.

[74] R. Liu, M. Li, Q. Liu, and A. L. Swindlehurst, "SNR/CRB-constrained joint beamforming and reflection designs for RIS-ISAC systems," IEEE Trans. Wireless Commun., vol. 23, no. 7, pp. 7456-7470, July 2024.

[73] H. Zhang, R. Liu, M. Li, W. Wang, and Q. Liu, "Joint sensing and communication optimization in target-mounted STARS-assisted vehicular networks: A MADRL approach," IEEE Trans. Veh. Technol., vol. 13, no. 7, pp. 10011-10025, July 2024.

[72] S. Liu, M. Li, R. Liu, W. Wang, and Q. Liu, "Joint transmit beamforming and receive filter design for cooperative multi-static ISAC networks," IEEE Wireless Commun. Lett., vol. 13, no. 6, pp. 1700-1704, June 2024.

[71] H. Luo, Z. Lu, X. Zhang, M. Li, Q. Liu, "A generalized model for RIS-assisted communications: On the effect of scattered electromagnetic wave," IEEE Wireless Commun. Lett., vol. 13, no. 4, pp. 1143-1147, Apr. 2024.

[70] J. Chu, Z. Lu, R. Liu, M. Li, and Q. Liu, "Joint beamforming and reflection design for secure RIS-ISAC systems," IEEE Trans. Veh. Technol., vol. 73, no. 3, pp. 4471-4475, Mar. 2024.

[69] Q. Liu, Y. Zhu, M. Li, R. Liu, Y. Liu, Z. Lu, "DRL-based secrecy rate optimization for RIS-assisted secure ISAC systems," IEEE Trans. Veh. Technol., vol. 72, no. 12, pp. 16871-16875, Dec. 2023.

[68] Y. Zhu, Y. Liu, M. Li, Q. Wu, Q. Shi, "A flexible design for active reconfigurable intelligent surface—a sub-array architecture," IEEE Trans. Veh. Technol., vol. 72, no. 10, pp. 12884-12899, Oct. 2023.

[67] Y. Ma, M. Li, Y. Liu, Q. Wu and Q. Liu, "Optimization for reflection and transmission dual-functional active RIS-assisted systems," IEEE Trans. Commun., vol. 71, no. 9, pp. 5534-5548, Sept. 2023.

[66] W. Yang, M. Li, and Q. Liu, "A practical channel estimation strategy for XL-MIMO communication systems," IEEE Commun. Lett., vol. 27, no. 6, pp. 1580-1583, Jun. 2023.

[65] Q. Zhu, M. Li, R. Liu, and Q. Liu, "Joint transceiver beamforming and reflecting design for active RIS-aided ISAC systems," IEEE Trans. Veh. Technol., vol. 72, no. 7, pp. 9636-9640, Jul. 2023.

[64] H. Luo, R. Liu, M. Li, and Q. Liu, "RIS-aided integrated sensing and communication: Joint beamforming and reflection design," IEEE Trans. Veh. Technol., vol. 72, no. 7, pp. 9626-9630, Jul. 2023.

[63] S. Liu, R. Liu, M. Li, Y. Liu, Q. Liu, "Joint BS-RIS-User association and beamforming design for RIS-assisted cellular networks," IEEE Trans. Veh. Technol., vol. 72, no. 5, pp. 6113-6128, May 2023.

[62] J. Chu, R. Liu, M. Li, Y. Liu, Q. Liu, "Joint secure transmit beamforming designs for integrated sensing and communication systems," IEEE Trans. Veh. Technol., vol. 72, no. 4, pp. 4778-4791, Apr. 2023.

[61] Y. Ma, M. Li, Y. Liu, Q. Wu, Q. Liu, "Active reconfigurable intelligent surface for energy efficiency in MU-MISO systems," IEEE Trans. Veh. Technol., vol. 72, no. 3, pp. 4103-4107, Mar. 2023.

[60] W. Cai, M. Li, and Q. Liu, "Non-cooperative resource management for intelligent reflecting surface aided networks," IEEE Trans. Veh. Technol., vol. 72, no. 3, pp. 4058-4062, Mar. 2023.

[59] R. Liu, M. Li, H. Luo, Q. Liu, and A. L. Swindlehurst, "Integrated sensing and communication with reconfigurable intelligent surfaces: Opportunities, applications, and future directions," IEEE Wireless Commun., vol. 30, no. 1, pp. 50-57, Feb. 2023.

[58] R. Liu, M. Li, and Q. Liu, "Joint transmit waveform and reflection design for RIS-assisted MIMO radar systems," IEEE Commun. Lett., vol. 27, no. 2, pp. 615-619, Feb. 2023.

[57] W. Cai, M. Li, Y. Liu, Q. Wu and Q. Liu, "Joint beamforming design for intelligent omni surface assisted wireless communication systems," IEEE Trans. Wireless Commun., vol. 22, no. 2, pp. 1281-1297, Feb. 2023.

[56] R. Liu, Z. Bo, M. Li, and Q. Liu, "End-to-end learning for symbol-level precoding and detection with adaptive modulation," IEEE Wireless Commun. Lett., vol. 12, no. 1, pp. 50-54, Jan. 2023.

[55] H. Luo, R. Liu, M. Li, Y. Liu, Q. Liu, "Joint beamforming design for RIS-assisted integrated sensing and communication systems," IEEE Trans. Veh. Technol., vol. 71, no. 12, pp. 13393-13397, Dec. 2022.

[54] P. Ni, M. Li, R. Liu, and Q. Liu, "Partially distributed beamforming design for RIS-aided cell-free networks," IEEE Trans. Veh. Technol., vol. 71, no. 12, pp. 13377-13381, Dec. 2022.

[53] Y. Liu, Y. Ma, M. Li, Q. Wu, Q. Shi, "Spectral efficiency maximization for double-faced active reconfigurable intelligent surface," IEEE Trans. Signal Process., vol. 70, pp. 5397-5412, 2022.

[52] Q. Zhu, M. Li, R. Liu, Y. Liu, and Q. Liu, "Joint beamforming designs for active reconfigurable intelligent surface: A sub-connected array architecture," IEEE Trans. Commun., vol. 70, no. 11, pp. 7628-7643, Nov. 2022.

[51] Z. Wang, M. Li, R. Liu, and Q. Liu, "Joint user association and hybrid beamforming designs for cell-free mmWave MIMO communications," IEEE Trans. Commun., vol. 70, no. 11, pp. 7307-7321, Nov. 2022.

[50] Y. Liu, Q. Shi, Q. Wu, J. Zhao, and M. Li, "Joint node activation, beamforming and phase-shifting control in IoT sensor network assisted by reconfigurable intelligent surface," IEEE Trans. Wireless Commun., vol. 21, no. 11, pp. 9325-9340, Nov. 2022.

[49] W. Yang, M. Li, and Q. Liu, "A novel anchor-assisted channel estimation for RIS-aided multiuser communication systems," IEEE Commun. Lett., vol. 26, no. 11, pp. 2740-2744, Nov. 2022.

[48] P. Ni, R. Liu, M. Li, and Q. Liu, "User association and hybrid beamforming designs for cooperative mmWave MIMO systems," IEEE Trans. Signal and Inf. Process. over Netw., vol. 8, pp. 641-654, 2022.

[47] A. L. Swindlehurst, G. Zhou, R. Liu, C. Pan, and M. Li, "Channel estimation with reconfigurable intelligent surfaces—a general framework," Proceedings of the IEEE, vol. 110, no. 9, pp. 1312-1338, Sep. 2022.

[46] R. Liu, M. Li, Y. Liu, Q. Wu, and Q. Liu, "Joint transmit waveform and passive beamforming design for RIS-aided DFRC systems," IEEE J. Sel. Topics Signal Process. (JSTSP), vol. 16, no. 5, pp. 995-1010, Aug. 2022.

[45] Z. Xiao, R. Liu, M. Li, Y. Liu, and Q. Liu, "Low-complexity designs of symbol-level precoding for MU-MISO systems," IEEE Trans. Commun., vol. 70, no. 7, pp. 4624-4639, Jul. 2022.

[44] W. Cai, R. Liu, M. Li, Y. Liu, Q. Wu and Q. Liu, "IRS-assisted multicell multiband systems: Practical reflection model and joint beamforming design," IEEE Trans. Commun., vol. 70, no. 6, pp. 3897-3911, Jun. 2022.

[43] R. Liu, M. Li, Q. Liu, A. L. Swindlehurst, "Joint waveform and filter designs for STAP-SLP-based MIMO-DFRC systems," IEEE J. Sel. Areas Commun. (JSAC), vol. 40, no. 6, pp. 1918-1931, Jun. 2022.

[42] Y. Zhu, Y. Liu, M. Li, Q. Wu, and H. Wang, "Joint sensor selection, beamforming and phase control in reconfigurable intelligent surface aided IoT fusion networks," IEEE Wireless Commun. Lett., vol. 11, no. 2, pp. 401-405, Feb. 2022.

[41] R. Liu, M. Li, Q. Liu, A. L. Swindlehurst, "Dual-functional radar-communication waveform design: A symbol-level precoding approach," IEEE J. Sel. Topics Signal Process. (JSTSP), vol. 15, no. 6, pp. 1316-1331, Nov. 2021.

[40] Z. Bo, R. Liu, M. Li, and Q. Liu, "Deep learning based efficient symbol-level precoding design for MU-MISO systems," IEEE Trans. Veh. Technol., vol. 70, no. 8, pp. 8309-8313, Aug. 2021.

[39] R. Liu, M. Li, Q. Liu, and A. Lee Swindlehurst, "Intelligent reflecting surface based passive information transmission: A symbol-level precoding approach," IEEE Trans. Veh. Technol., vol. 70, no. 7, pp. 6735-6749, Jul. 2021.

[38] H. Li, W. Cai, Y. Liu, M. Li, Q. Liu, and Q. Wu, "Intelligent reflecting surface enhanced wideband MIMO-OFDM communications: From practical model to reflection optimization," IEEE Trans. Commun., vol. 69, no. 7, pp. 4807-4820, Jul. 2021.

[37] Y. Liu, J. Zhao, M. Li, and Q. Wu, "Intelligent reflecting surface aided MISO uplink communication network: Feasibility and power minimization for perfect and imperfect CSI," IEEE Trans. Commun., vol. 69, no. 3, pp. 1975-1989, Mar. 2021.

[36] R. Liu, M. Li, Q. Liu, and A. Lee Swindlehurst, "Joint symbol-level precoding and reflecting designs for IRS-enhanced MU-MISO systems," IEEE Trans. Wireless Commun., vol. 20, no. 2, pp. 798-811, Feb. 2021.

[35] Y. Ma, R. Liu, M. Li, and Q. Liu, "Passive information transmission in intelligent reflecting surface aided MISO systems," IEEE Commun. Lett., vol. 24, no. 12, pp. 2951-2955, Dec. 2020.

[34] R. Liu, M. Li, Q. Liu, and A. Lee Swindlehurst, "Secure symbol-level precoding in MU-MISO wiretap systems," IEEE Trans. Inf. Forens. Security, vol. 15, pp. 3359-3373, 2020.

[33] W. Cai, H. Li, M. Li, and Q. Liu, "Practical modeling and beamforming for intelligent reflecting surface aided wideband systems," IEEE Commun. Lett., vol. 24, no. 7, pp. 1568-1571, Jul. 2020.

[32] H. Li, M. Li, Q. Liu, and A. Lee Swindlehurst, "Dynamic hybrid beamforming with low-resolution PSs for wideband mmWave MIMO-OFDM systems," IEEE J. Sel. Areas Commun. (JSAC), vol. 38, no. 9, pp. 2168-2181, Sep. 2020.

[31] H. Li, M. Li, and Q. Liu, "Hybrid beamforming with dynamic subarrays and low-resolution PSs for mmWave MU-MISO systems," IEEE Trans. Commun., vol. 68, no. 1, pp. 602-614, Jan. 2020.

[30] X. Tian, Q. Liu, Z. Wang, and M. Li, "Secure hybrid beamformers design in mmWave MIMO wiretap systems," IEEE Systems Journal, vol. 14, no. 1, pp. 1932-8184, Mar. 2020.

[29] R. Liu, H. Li, and M. Li, "Symbol-level hybrid precoding in mmWave multiuser MISO systems," IEEE Commun. Lett., vol. 23, no. 9, pp. 1636-1639, Sep. 2019.

[28] Z. Wang, Q. Liu, M. Li, and W. Kellerer, "Analog beamformer design for energy efficient mmWave multicast transmission," IEEE Trans. on Green Commun. and Networking, vol. 3, no. 2, pp. 552-564, Jun. 2019.

[27] H. Li, Q. Liu, Z. Wang, and M. Li, "Joint antenna selection and analog precoder design with low-resolution phase shifters," IEEE Trans. Veh. Technol., vol. 68, no. 1, pp. 967-971, Jan. 2019.

[26] M. Li, Z. Wang, H. Li, Q. Liu, and L. Zhou, "A hardware-efficient hybrid beamforming solution for mmWave MIMO systems," IEEE Wireless Commun., vol. 26, no. 1, pp. 137-143, Feb. 2019.

[25] H. Li, Q. Liu, Z. Wang, and M. Li, "Transmit antenna selection and analog beamforming with low-resolution phase shifters in mmWave MISO systems," IEEE Commun. Lett., vol. 22, no. 9, pp. 1878-1881, Sep. 2018.

[24] M. Li, G. Ti, and Q. Liu, "Secure beamformer designs in MU-MIMO systems with multiuser interference exploitation," IEEE Trans. Veh. Technol., vol. 67, no. 9, pp. 8288-8301, Sep. 2018.

[23] Z. Wang, M. Li, Q. Liu, and A. Lee Swindlehurst, "Hybrid precoder and combiner design with low resolution phase shifters in mmWave MIMO systems," IEEE J. Sel. Topics in Signal Process., vol. 12, no. 2, pp. 256-269, May 2018.

[22] X. Tian, M. Li, and Q. Liu, "Random-training-assisted pilot spoofing detection and security enhancement," IEEE Access, vol. 9, pp. 27384-27399, Oct. 2017.

[21] M. Li, G. Ti, X. Tian, and Q. Liu, "QoS-based binary signature design for secure CDMA systems," IEEE Trans. Veh. Technol., vol. 66, no. 11, pp. 10011-10023, Nov. 2017.

[20] M. Li, Z. Wang, X. Tian, and Q. Liu, "Joint hybrid precoder and combiner design for multi-stream transmission in mmWave MIMO systems," IET Commun., vol. 11, no. 7, pp. 2596-2604, Dec. 2017.

[19] Z. Wang, M. Li, X. Tian, and Q. Liu, "Iterative hybrid precoder and combiner design for mmWave multiuser MIMO systems," IEEE Commun. Lett., vol. 21, no. 7, pp. 1581-1584, Jul. 2017.

[18] M. Li, Y. Guo, M. Li, G. Luo, X. Kong, "Coupled dictionary learning for target recognition in SAR images," IEEE Geoscience and Remote Sensing Letters, vol. 14, no. 6, pp. 791 - 795, Jun. 2017.

[17] X. Tian, M. Li, G. Ti, and W. Liu, "Fast detection of orthogonal space-time block codes with unknown channel," IEEE Commun. Lett., vol. 20, no. 9, pp. 1896-1899, Sep. 2016.

[16] N. Zhao, J. Guo, F. R. Yu, M. Li, and V. C. M. Leung, "Anti-jamming schemes for interference alignment (IA)-based wireless networks," IEEE Trans. Veh. Technol., vol. 15, no. 8, pp. 5719-5732, Aug. 2016.

[15] N. Zhao, F. R. Yu, M. Li, and V. C. M. Leung, "Anti-eavesdropping schemes for interference alignment (IA)-based wireless networks," IEEE Trans. Wireless Commun., vol. 15, no. 8, pp. 5719-5732, Aug. 2016.

[14] M. Li, Q. Liu, Y. Guo, B. Wang, and X. Kong, "Amplitude-adaptive spread-spectrum data embedding," IET Image Process., vol 10, no. 2, pp. 138-148, Feb. 2016.

[13] M. Li and Q. Liu, "Fast code design for overloaded code-division multiplexing systems," IEEE Trans. Veh. Technol., vol. 65, no. 1, pp. 447-452, Jan. 2016.

[12] M. Li, Q. Liu, Y. Guo, and B. Wang "Optimal M-PAM spread-spectrum data embedding with precoding," Springer Circuit System and Signal Process. (CSSP), vol. 35, no. 4, pp 1333-1353, Apr. 2016.

[11] Q. Liu, M. Li, X. Kong, and N. Zhao, "Disrupting MIMO communications with optimal jamming signal design," IEEE Trans. Wireless Commun., vol. 14, no. 10, pp. 5313-5325, Oct. 2015.

[10] N. Zhao, F. Richard Yu, H. Sun, and M. Li, "Adaptive power allocation schemes for spectrum sharing in interference alignment (IA)-based cognitive radio networks," IEEE Trans. Veh. Technol., vol. 65, no. 5, pp. 3700-3714, May 2016.

[9] M. Li, Y. Guo, B. Wang, and X. Kong, "Secure spread-spectrum data embedding with PN-sequence masking," Elsevier Signal Processing: Image Communication, vol. 39, pp. 17-25, Nov. 2015.

[8] M. Li and Q. Liu, "Eavesdropping mitigation for wireless communications over single-input-single-output channels," IET Commun., vol. 9, no. 12, pp. 1493-1500, Aug. 2015.

[7] C. Liu, M. Li, and M.-L. Jin, "Blind energy-based detection for spatial spectrum sensing," IEEE Wireless Commun. Lett., vol. 4, no. 1, pp. 98-101, Feb. 2015.

[6] M. Li and Q. Liu, "Steganalysis of SS steganography: Hidden data identification and extraction," Springer Circuit System & Signal Process. (CSSP), vol. 34, no. 10, pp. 3305-3324, Aug. 2015.

[5] M. Li, S, Kundu, D. A. Pados, and S. N. Batalama, "Waveform design for secure SISO transmissions and multicasting," IEEE J. Sel. Areas Commun., vol. 31, no. 9, pp. 1864-1874, Sep. 2013.

[4] M. Li, M. Kulhandjian, D. A. Pados, S. N. Batalama, and M. J. Medley, "Extracting spread-spectrum hidden data from digital media," IEEE Trans. Inf. Forens. Security, vol. 8, no. 7, pp. 1201-1210, Jul. 2013.

[3] Y. Liu, M. Li, and D. A. Pados, "Motion-aware decoding of compressed-sensed video," IEEE Trans. Circuits Syst. Video Technol., vol. 23, no. 3, pp. 438-444, Mar. 2013.

[2] M. Li, S. N. Batalama, D. A. Pados, and M. J. Medley, "Cognitive code-division links with blind primary-system identification," IEEE Trans. Wireless Commun., vol. 10, no. 11, pp. 3743-3753, Nov. 2011.

[1] M. Li, S. N. Batalama, D. A. Pados, and J. D. Matyjas, "Minimum total-squared-correlation quaternary signature sets: New bounds and optimal designs," IEEE Trans. Commun., vol. 57, no. 12, pp. 3662-3672, Dec. 2009.

Conferences

[87] R. Liu, A. L. Swindlehurst, and M. Li, "CRB optimization for joint array partitioning and beamforming design in ISAC systems," in Proc. Asilomar Conf. on Signals Systems and Computers, Pacific Grove, CA, USA, Oct. 2024.

[86] Y. Sun, R. Liu, Z. Lu, H. Luo, M. Li, and Q. Liu, "Active reconfigurable intelligent surface empowered synthetic aperture radar imaging," in Proc. Asilomar Conf. on Signals Systems and Computers, Pacific Grove, CA, USA, Oct. 2024.

[85] M. Liu, M. Li, R. Liu, and Q. Liu, "Distortion-aware beamforming design for MU-MISO systems," in Proc. Veh. Technol. Conf. (VTC2024-Fall), Washington DC, USA, Dec. 2024.

[84] M. Yu, J. Chu, R. Liu, P. Li, M. Li, and Q. Liu, "Active RIS empowered secure MISO systems: AN and RIF approaches," in Proc. Veh. Technol. Conf. (VTC2024-Fall), Washington DC, USA, Dec. 2024.

[83] P. Jiang, R. Liu, M. Li, W. Wang, and Q. Liu, "Model-driven deep learning for joint waveform and beamforming design in RIS-ISAC systems," in Proc. Veh. Technol. Conf. (VTC2024-Fall), Washington DC, USA, Dec. 2024.

[82] M. Lu, M. Yu, R. Liu, M. Li, W. Wang, and Q. Liu, "RIS-based dual-functional access point for energy efficiency in cell-free systems," in Proc. Veh. Technol. Conf. (VTC2024-Fall), Washington DC, USA, Dec. 2024.

[81] P. Li, Z. Xiao, M. Li, R. Liu, and Q. Liu, "Low-range-sidelobe waveform design for MIMO-OFDM ISAC systems," in Proc. IEEE Int. Conf. Commun. (ICC), Denver, CO., June 2024.

[80] M. Liu, M. Li, R. Liu, and Q. Liu, "A novel dynamic hybrid beamforming design for ELAA systems," in Proc. IEEE Int. Conf. Commun. (ICC), Denver, CO., June 2024.

[79] P. Jiang, R. Liu, M. Li, Z. Xiao, and Q. Liu, "Deep learning for SLP-based ISAC waveform design," in Proc. IEEE Int. Conf. Commun. (ICC), Denver, CO., June 2024.

[78] S. Liu, R. Liu, Z. Lu, M. Li, and Q. Liu, "Cooperative cell-free ISAC networks: Joint BS mode selection and beamforming design," in Proc. IEEE Wireless Commun. Networking Conf. (WCNC)，Dubai, United Arab Emirates, Apr. 2024.

[77] Y. Yang, Z. Lu, M. Li, R. Liu, and Q. Liu, "A practical beamforming design for active RIS-assisted MU-MISO systems," in Proc. IEEE Wireless Commun. Networking Conf. (WCNC)，Dubai, United Arab Emirates, Apr. 2024.

[76] Y. Zheng, R. Liu, M. Li, and Q. Liu, "End-to-end learning for SLP-based ISAC systems," in Proc. IEEE Wireless Commun. Networking Conf. (WCNC)，Dubai, United Arab Emirates, Apr. 2024.

[75] R. Liu, M. Li, and Q. Liu, "Joint transmit/receive antenna selection and beamforming design for ISAC systems," in Proc. IEEE Global Commun. Conf. (GLOBECOM), Kuala Lumpur, Malaysia, Dec. 2023.

[74] H. Zhang, S. Liu, R. Liu, M. Li, and Q. Liu, "Distributed DRL based beamforming design for RIS-assisted multi-cell systems," in Proc. IEEE Global Commun. Conf. (GLOBECOM), Kuala Lumpur, Malaysia, Dec. 2023.

[73] M. Liu, W. Cai, M. Li, and Q. Liu, "An efficient beamforming design for near-field beam squint mitigation in wideband ELAA systems," in Proc. Int. Conf. on Wireless Commun. and Signal Process. (WCSP), Hangzhou, China, Oct. 2023.

[72] W. Yang, R. Liu, W. Cai, M. Li, and Q. Liu, "Channel estimation and pilot allocation for practical RIS-aided wideband OFDMA systems," in Proc. IEEE Int. Conf. Commun. (ICC), Roma, Italy, May 2023.

[71] Y. Zhu, Y. Liu, M. Li, Q. Wu, and Q, Shi, "Power saving design of active reconfigurable intelligent surface-A sub-array architecture," in Proc. IEEE Global Commun. Conf. (GLOBECOM), Rio de Janeiro, Brazil, Dec. 2022.

[70] Z. Xiao, R. Liu, M. Li, Y. Liu, and Q. Liu, "Joint beamforming design in DFRC systems for wideband sensing and OFDM communications," in Proc. IEEE Global Commun. Conf. (GLOBECOM), Rio de Janeiro, Brazil, Dec. 2022.

[69] R. Liu, M. Li, and A. L. Swindlehurst, "Joint beamforming and reflection design for RIS-assisted ISAC systems," in Proc. European Signal Process. Conf. (EUSIPCO), Belgrade, Serbia, Aug. 2022, invited paper.

[68] Q. Zhu, M. Li, Y. Liu, and Q. Liu, "Joint beamforming design for sub-connected active reconfigurable intelligent surface," in Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Trondheim, Norway, Jun. 2022.

[67] Y. Ma, R. Liu, M. Li, Y. Liu, Q. Wu, and Q. Liu, "Reflection and relay dual-functional RIS assisted MU-MISO systems," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Austin, TX, USA, Apr. 2022.

[66] Y. Zhu, Z. Bo, M. Li, Y. Liu, Q. Liu, Z. Chang, and Y. Hu, "Deep reinforcement learning based joint active and passive beamforming design for RIS-assisted MISO systems," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Austin, TX, USA, Apr. 2022.

[65] J. Chu, R. Liu, Y. Liu, M. Li, and Q. Liu, "Joint transmit beamforming design for secure communication and radar coexistence systems," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Austin, TX, USA, Apr. 2022.

[64] X. Zhang, Z. Chang, G. Zhang, M. Li, and Y. Hu, "Trajectory optimization and resource allocation for time minimization in the UAV-enabled MEC system," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Austin, TX, USA, Apr. 2022.

[63] Y. Zhu, M. Li, Y. Liu, Q. Liu, Z. Chang, and Y. Hu, "DRL-based joint beamforming and BS-RIS-UE association design for RIS-assisted mmWave networks," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Austin, TX, USA, Apr. 2022.

[62] X. Yuan, Y. Hu, M. Li, Z. Chang, and A. Schmeink, "Optimal design for UAV-assisted energy constrained communication: joint power control and continuous trajectory design," in Proc. IEEE Int. Conf. Commun. (ICC), Seoul, South Korea, May 2022.

[61] Y. Guo, Y. Liu, M. Li, Q. Wu, and Q. Shi, "Beamforming design for power transferring and secure communication in RIS-Aided network," in Proc. IEEE Int. Conf. Commun. (ICC), Seoul, South Korea, May 2022.

[60] R. Liu, M. Li, Q. Liu, and A. Lee Swindlehurst, "Joint transmit waveform and receive filter design for dual-functional radar-communication systems," in Proc. IEEE Int. Conf. Commun. (ICC), Seoul, South Korea, May 2022.

[59] Q. Zhu, R. Liu, Y. Liu, M. Li, and Q. Liu, "Joint design of hybrid and reflection beamforming for RIS-aided mmWave MIMO communications," in Proc. IEEE Global Commun. Conf. (GLOBECOM) Workshop, Madrid, Spain, Dec. 2021.

[58] Y. Zhu, Y. Liu, J. Zhao, M. Li, Q. Wu, "Joint time allocation and beamforming design for IRS-aided coexistent cellular and sensor networks," in Proc. IEEE Global Commun. Conf. (GLOBECOM), Madrid, Spain, Dec. 2021.

[57] Z. Xiao, R. Liu, Y. Liu, M. Li, Q. Liu, "Low-complexity grouped symbol-level precoding for MU-MISO systems," in Proc. IEEE Global Commun. Conf. (GLOBECOM), Madrid, Spain, Dec. 2021.

[56] P. Ni, R. Liu, M. Li, Q. Liu, "Hybrid analog-digital beamforming in cooperative mmWave MIMO systems," in Proc. IEEE Global Commun. Conf. (GLOBECOM), Madrid, Spain, Dec. 2021.

[55] W. Cai, R. Liu, Y. Liu, M. Li, Q. Liu, "Joint beamforming designs for intelligent omni surface assisted wreless communication systems," in Proc. IEEE Global Commun. Conf. (GLOBECOM), Madrid, Spain, Dec. 2021.

[54] J. Chu R. Liu, Y. Liu, M. Li, and Q. Liu, "AN-aided secure beamforming design for dual-functional radar-communication systems," in Proc. IEEE/CIC Int. Conf. Commun. in China (ICCC) Workshop, Xiamen, China, July 2021.

[53] S. Liu, P. Ni, R. Liu, Y. Liu, M. Li, and Q. Liu, "BS-RIS-User association and beamforming designs for RIS-aided cellular networks," in Proc. IEEE/CIC Int. Conf. Commun. in China (ICCC), Xiamen, China, July 2021.

[52] Q. Zhu, H. Li, R. Liu, M. Li, and Q. Liu, "Hybrid beamforming and passive reflection design for RIS-assisted mmWave MIMO systems," in IEEE Int. Conf. Commun. (ICC) Workshop on Reconfigurable Intelligent Surfaces for future wireless communications , Virtual, June 2021.

[51] Y. Liu, J. Zhao, M. Li, and Q. Wu, "Intelligent reflecting surface aided MISO uplink wireless network: Feasibility and power control," in IEEE Int. Conf. Commun. (ICC) Workshop on Reconfigurable Intelligent Surfaces for future wireless communications , Virtual, June 2021.

[50] R. Liu, M. Li, Y. Liu, and Q. Liu, "Symbol-level precoding design for dual-functional radar-communication systems," in Proc. IEEE Int. Conf. Commun. (ICC), Virtual, June 2021.

[49] W. Yang, H. Li, R. Liu, M. Li, Q. Liu, "Channel estimation for practical IRS-assisted OFDM systems," IEEE Wireless Commun. and Network Conf. Workshops (WCNCW) - Reconfigurable Intelligent Surfaces for 5G and Beyond, Nanjing, China, April 2021.

[48] W. Cai, R. Liu, Y. Liu, M. Li, Q. Liu, "Intelligent reflecting surface assisted multi-cell multi-band wireless networks," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Nanjing, China, April 2021.

[47] P Ni, Z. Wang, H. Li, M. Li, Q. Liu, "Joint user scheduling and hybrid beamforming design for cooperative mmWave networks," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Nanjing, China, April 2021.

[46] Z. Bo, R. Liu, Y. Guo, M. Li, and Q. Liu, "Deep learning based low-resolution hybrid precoding design for mmWave MISO systems," IEEE GLOBECOM Workshop on Machine Learning in Communications, Virtual, Dec. 2020.

[45] H. Li, R. Liu, Z. Wang, M. Li, and Q. Liu, "Precoder design for dynamically sub-connected hybrid architecture in MU-MISO-OFDM systems," in Proc. IEEE Veh. Technol. Conf. (VTC), Virtual, Oct. 2020.

[44] Z. Wang, R. Liu, H. Li, M. Li, and Q. Liu, "Hybrid beamforming design for C-RAN based mmWave cell-free systems," in Proc. IEEE Veh. Technol. Conf. (VTC), Virtual, Oct. 2020.

[43] R. Liu, H. Li, M. Li, and Q. Liu, "Secure Symbol-Level Precoding Design for QAM Signals in MU-MISO Wiretap Systems," in Proc. IEEE Int. Conf. Commun. (ICC), Virtual, June 2020.

[42] H. Li, R. Liu, M. Li, and Q. Liu, "IRS-enhanced wideband MU-MISO-OFDM communication systems," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Virtual, April 2020.

[41] R. Liu, H. Li, M. Li, and Q. Liu, "Symbol-level precoding design for IRS-assisted MU-MISO systems," in Proc. IEEE Wireless Commun. and Network Conf. (WCNC), Virtual, April 2020.

[40] R. Liu, H. Li, M. Li, and Q. Liu, "Symbol-level precoding design for intelligent reflecting surface assisted multi-user MIMO systems," in Proc. Int. Conf. Wireless Commun. and Signal Process. (WCSP), Xian, China, Oct. 2019.

[39] H. Li, R. Liu, M. Li, and Q. Liu, "FP-based hybrid precoding with dynamic subarrays and low-resolution PSs," in Proc. Int. Conf. on Wireless Commun. and Signal Process. (WCSP), Xian, China, Oct. 2019.

[38] Z. Wang, Y. Ma, H. Li, M. Li, and Q. Liu, "Efficient hybrid beamforming for multi-group multicasting in mmWave systems," in Proc. Int. Conf. on Wireless Commun. and Signal Process. (WCSP), Xian, China, Oct. 2019.

[37] X. Tian, Z. Wang, H. Li, M. Li, and Z. Sun, "Secure hybrid beamforming with low-resolution phase shifters in mmWave MIMO systems," in Proc. IEEE Globecom, Waikoloa, HI, Dec. 2019.

[36] Y. Guo, Z. Wang, M. Li, Q. Liu, "Machine learning based mmWave channel tracking in vehicular scenario," in IEEE Int. Conf. Commun. (ICC) Whorkshop, Shanghai, China, May 2019.

[35] Z. Wang, H. Li, M. Li, and W. Kellerer, "Efficient analog beamforming for Max-Min fair multicast transmission," in Proc. IEEE Veh. Technol. Conf. (VTC), Kuala Lumpur, Malaysia, April 2019.

[34] H. Li, Z. Wang, M. Li, and W. Kellerer, "Efficient analog beamforming with dynamic subarrays for mmWave MU-MISO systems," in Proc. IEEE Veh. Technol. Conf. (VTC), Kuala Lumpur, Malaysia, April 2019.

[33] R. Liu, H. Li, Y. Guo, M. Li, and Q. Liu, "Hybrid beamformer design with low-resolution phase shifters in MU-MISO SWIPT systems," in Proc. Int. Conf. on Wireless Commun. and Signal Process. (WCSP), Hangzhou, China, Oct. 2018.

[32] Z. Wang, M. Li, H. Li, and Q. Liu, "Hybrid beamforming with one-bit quantized phase shifters in mmWave MIMO systems," in Proc. IEEE Int. Conf. Commun. (ICC), Kansas City, MO, May 2018.

[31] M. Li, G. Ti, X. Tian, Z. Wang, and Q. Liu, "Secure beamformer designs in MU-MIMO systems: An interference exploitation approach," in IEEE Int. Conf. Commun. (ICC) workshop, Kansas City, MO, May 2018.

[30] Q. Liu, M. Li, J. Ren, and G. Tan, "Proactive interference cancellation for mobile-to-mobile communication underlaying LTE networks," in Proc. IEEE Wireless Commun. and Networking Conf. (WCNC), Barcelona, Spain, Apr. 2018.

[29] X. Tian, M. Li, Z. Wang, and Q. Liu, "Robust random-training-aided pilot spoofing detector and secure transmission," in Proc. IEEE Wireless Commun. and Networking Conf. (WCNC), Barcelona, Spain, Apr. 2018.

[28] X. Tian, M. Li, Z. Wang, and Q. Liu, "Hybrid precoder and combiner design for secure transmission in mmWave MIMO systems," in Proc. IEEE Globecom, Singapore, Dec. 2017.

[27] G. Ti, M. Li, X. Tian, Z. Wang, H. Li, and Q. Liu, " Physical layer secure binary signature design for wiretap CDMA systems," in Proc. Wireless Commun. and Signal Process. (WCSP), Nanjing, China, Oct. 2017.

[26] X. Tian, M. Li, G. Ti, W. Liu, and Q. Liu, "Random-training-aided pilot spoofing detection," in Proc. Int. Conf. on Wireless Commun. and Signal Process. (WCSP), Yangzhou, China, Oct. 2016.

[25] W. Liu, M. Li, G. Ti, X. Tian, and Q. Liu, "Transmit filter and artificial noise aided physical layer security for OFDM systems," in Proc. Int. Conf. on Wireless Commun. and Signal Process. (WCSP), Yangzhou, China, Oct. 2016.

[24] Y. Li, Y. Guo, J. Guo, M. Li, and X. Kong, "CRF with Locality-Consistent Dictionary Learning for Semantic Segmentation," in Proc. Asian Conf. on Pattern Recognition (ACPR), Kuala Lumpur, Malaysia, Nov. 2015.

[23] J. Guo, N. Zhao, F. R. Yu, M. Li, and V. Leung, "A Novel Anti-Jamming Scheme for Interference Alignment (IA)-Based Wireless Networks," in Proc. IEEE/CIC Int. Conf. on Commun. in China (ICCC), Shenzhen, China, Nov. 2015.

[22] M. Li, Q. Liu, B. Wang, Y. Guo, and X. Kong, "PN-sequence masked spread-spectrum data embedding," in Proc. IEEE/CIC Int. Conf. on Commun. in China (ICCC) , Shenzhen, China, Nov. 2015.

[21] G. Ti, M. Li, Q. Liu, and N. Zhao, "Intelligent jamming design for disrupting DS-CDMA systems," in Proc. Int. Conf. on Wireless Commun. and Signal Process. (WCSP) , Nanjing, China, Oct. 2015.

[20] M. Li, L. Li, Y. Guo, B. Wang, and X. Kong, "Security analysis of optimal multi-carrier spread-spectrum embedding," in Proc. IEEE China Summit & Int. Conf. on Signal and Inf. Process. (China SIP), Chengdu, China, July 2015.

[19] M. Li, G. Ti, and Q. Liu, "Eavesdropping on DS-CDMA signal," in Proc. IEEE China Summit & Int. Conf. on Signal and Inf. Process. (China SIP), Chengdu, China, July 2015.

[18] Y. Tan, B. Wang, M. Zhao, X. Kong, and. M. Li, "Patch-based sensor pattern noise for camera source identification," in Proc. IEEE China Summit & Int. Conf. on Signal and Inf. Process. (China SIP), Chengdu, China, July 2015.

[17] J. Guo, Y. Guo, Y. Li, B. Wang, and M. Li, "Locality sensitive discriminative dictionary learning," in Proc. IEEE Int. Conf. Image Process. (ICIP), Quebec City, Canada, Sept. 2015.

[16] Z. Wang, X. Kong, H. Fu, M. Li, and Y. Zhang, "Semi-supervised learning based on group sparse for relative attributes," in Proc. IEEE Int. Conf. Image Process. (ICIP), Quebec City, Canada, Sept. 2015.

[15] H. Yang, X. Kong, H. Fu, M. Li, and G. Zhao, "Feature extraction via multi-view non-negative matrix factorization with local graph regularization," in Proc. IEEE Int. Conf. Image Process. (ICIP), Quebec City, Canada, Sept. 2015.

[14] L. Zeng, X. Kong, M. Li, and Y. Guo , "JPEG Quantization table mismatched steganalysis via discriminative feature transformation," in Proc. IS&T/SPIE Electronic Imaging, San Francisco, CA, Feb. 2015.

[13] J. Guo, Y. Guo, L. Li, and M. Li, "A universal JPEG image steganalysis method based on collaborative representation," in Proc. IEEE Int. Conf. Security Pattern Anal. Cybern. (SPAC), Wuhan, China, Oct. 2014, pp. 285-289.

[12] M. Li, N. Thawdar, D. A. Pados, S. N. Batalama, and M. J. Medley, "Minimum-distortion data embedding in video streams, " in Proc. Int. Conf. Commun. (ICC), Sydney, Australia, June 2014, pp. 4600-4605.

[11] M. I. Torrico, M. Li, and D. A. Pados, "Joint channel estimation and data detection on commercially available underwater acoustic modems," in Proc. MTS/IEEE OCEANS, Taipei, April 2014.

[10] M. Li, S. Kundu, D. A. Pados, and S. N. Batalama, "Secure waveforms for SISO channels," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Process. (ICASSP), Vancouver, Canada, May 2013, pp. 4713-4717.

[9] M. Li, M. Kulhandjian, D. A. Pados, S. N. Batalama, M. J. Medley, and J. D. Matyjas, "On the extraction of spread-spectrum hidden data in digital media," in Proc. Int. Conf. Commun. (ICC), Ottawa, Canada, June 2012, pp. 1046-1050.

[8] Y. Liu, M. Li, and D. A. Pados, "Decoding of purely compressed-sensed video," in Proc. SPIE, Compressive Sensing Conf., SPIE Defense, Security, and Sensing, Baltimore, MD, Apr. 23-27, 2012, vol. 8365, pp. 0L_1-0L_9.

[7] Y. Liu, M. Li, K. Gao, and D. A. Pados, "Motion compensation as sparsity-aware decoding in compressive video streaming," in Proc. the 17th Int. Conf. Digital Signal Process., Corfu, Greece, July 2011, pp. 1-5.

[6] M. Li, M. Kulhandjian, D. A. Pados, and M. J. Medley, "Steganalysis for spread-spectrum steganography," in Proc. IEEE Int. Conf. Image Process. (ICIP), Brussels, Belgium, Sept. 2011, pp. 1957-1960.

[5] M. Li, S. N. Batalama, D. A. Pados, T. Melodia, M. J. Medley, and J. D. Matyjas, "Cognitive code-division channelization with blind primary-system identification," in Proc. IEEE Conf. Military Commun. (MILCOM), San Jose, CA, Oct. 2010, pp. 1460-1465.

[4] M. Li, S. N. Batalama, D. A. Pados, and J. D. Matyjas, "New bounds on the total-squared-correlation of quaternary signature sets and optimal designs," in Proc. IEEE Globecom, Honolulu, Hawaii, Dec. 2009, pp. 1-5.

[3] M. Li, S. N. Batalama, D. A. Pados, and J. D. Matyjas, "The maximum squared correlation, total asymptotic efficiency, and sum capacity of minimum-TSC quaternary signature sets," in Proc. EUSIPCO, Glasgow, Scotland, Aug. 2009, pp. 1627-1631.

[2] M. Li, S. N. Batalama, and D. A. Pados, "Population size identification for CDMA eavesdropping," in Proc. IEEE Conf. Military Commun. (MILCOM), Orlando, FL, Oct. 2007, pp. 1-6.

[1] M. Li, S. N. Batalama, D. A. Pados, and J. D. Matyjas, "Multiuser CDMA signal extraction," in Proc. IEEE Conf. Military Commun. (MILCOM), Washington, D.C., Oct. 2006, pp. 1-5.