CHINA EDUCATION THINK TANK中
暂无公开信息
名称
刘光辉
职位
教授
院系
集成电路科学与工程学院（示范性微电子学院）
研究领域

个人简介

【个人信息】

刘光辉，电子科技大学信息与通信工程学院教授、博士生导师。

2002年和2005年在电子科技大学电子工程学院分获硕士和博士学位。2005年至2009年在三星电子半导体部门（韩国水原）工作，任高级工程师；2009年回到电子科技大学，历任副教授、教授／博导。

长期从事移动通信系统、通信信号处理、机器学习/深度学习及应用等方面的教学、科研和人才培养工作。为研究生开设并讲授《现代无线通信原理》十余年，为本科生讲授《数字无线电系统设计》等专业课程，受到广泛好评；主持多项省级／校级教改项目，获得教学成果特等／一／二等奖4项；累计为国家培养硕士／博士研究生毕业 60余人，就业于华为、中兴、高通、百度、阿里、腾讯、字节跳动、哈尔滨工业大学、西南交通大学等行业顶尖企业和科研院所。负责/完成包括自然科学基金重点/面上项目、KGJ 基础产品创新计划、省重点研发计划等在内的科研项目20余项，基于科研成果发表高水平学术论文百余篇，其中40余篇发表于IEEE TWC、TCOM、TPAMI、TIP、TCSVT、TVT等IEEE Transactions（汇刊）；在ICCV、CVPR、AAAI、ACM MM等CCF-A类国际会议，IEEE ICC、Globecom、VTC、ISCAS等协会旗舰会议发表论文 50余篇；申请60余项发明专利，其中授权中国发明专利40余项、授权美国发明专利6项（唯一发明人）；曾获教育部自然科学奖二等奖、教育部科技进步奖二等奖、四川省科技进步奖等科研奖励；与业界保持长期合作，关于超Nyquist速率传输的相关技术获华为“优秀技术合作成果”奖。

是IEEE协会高级会员（IEEE Senior Member），中国电子学会会员，曾任多个重要国际会议IEEE ISPACS / VCIP等出版主席，十余个权威学术刊物审稿专家，包括电子学报，IEEE TCOM、TWC、TVT等。

每年招收硕士研究生4～5名，博士研究生2名，欢迎对无线通信信号处理、计算机视觉、机器学习/深度学习等方向感兴趣的有志之士加入（将简历发至邮箱guanghuiliu@uestc.edu.cn）。

近期代表性学术成果如下。

【期刊论文】

1. Qinghua Li, Miao Tian, Tianyu Yang, Guanghui Liu, and Shuaicheng Liu, “LDP-MEF: Lossless detail preservation mulit-exposure image fusion network via multi-attention cooperative guidance,” IEEE Transactions on Image Processing, accepted in Sept., 2026.

2. Chengxiang Liu, Guanghui Liu, Lei Zhang, Fuchen Xu, Qingyu Li, Hongjun Liu, and Muhammad Ali Imran, “Adaptive bit-loading via deep reinforcement learning for non-orthogonal multicarrier systems with neural networks,” IEEE Internet of Things Journal, Accepted in July 2026.

3. Fuchen Xu, Guanghui Liu, Chengxiang Liu, Qingyu Li, Hongjun Liu, Jingwei Ai, and Litao Ma, “Single carrier waveform index modulation: Utilizing the degrees of freedom of signaling to enhance spectral efficiency by deep learning,” IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 8852 – 8867, June 2026.

4. Fuchen Xu, Guanghui Liu, Yusha Liu, Chengxiang Liu, Qingyu Li, and Hongjun Liu, “Spectrally enhanced subcarrier filtering OFDM via waveform index modulation,” IEEE Transactions on Wireless Communications, vol. 25, pp. 18344 – 18359, June 2026.

5. Qingyu Li, Yusha Liu, Guanghui Liu, Dan Tian, Fuchen Xu, and Chengxiang Liu, “GNN-enhanced binary loop detection for NOMA-AFDM,” IEEE Transactions on Wireless Communications, vol. 25, pp. 18309 – 18325, June 2026.

6. Hongjun Liu, Yusha Liu, Guanghui Liu, Dan Tian, Yao Sun, Qingyu Li, Fuchen Xu, and Chengxiang Liu, “AFDM transceiver optimization for PAPR reduction,” IEEE Transactions on Communications, vol. 74, pp. 9655 – 9668, June 2026.

7. Qingyu Li, Guanghui Liu, Yusha Liu, Hongjun Liu, Fuchen Xu, and Chengxiang Liu, “Deep learning aided low complexity expectation propagation turbo detection for AFDM,” IEEE Transactions on Communications, vol. 74, pp. 1451 – 1466, 2026.

8. Hao Xu, Guanghui Liu, Bing Zeng, and Shuaicheng Liu, “Robust partial-to-partial point cloud registration with overlapping mask learning,” International Journal of Computer Vision, (2026)134:119, pp. 1 – 24, Feb. 2026.

9. Ru Li, Jia Liu, Guanghui Liu, Shengping Zhang, Bing Zeng, Shuaicheng Liu, “SS-NeRF: Physically based sparse spectral rendering with neural radiance field,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 48, no. 1, pp. 1015 – 1028, Jan. 2026.

10. Chengxiang Liu, Guanghui Liu, Fuchen Xu, Qingyu Li, Hongjun Liu, Lei Zhang, and Muhammad Ali Imran, “End-to-end optimized non-orthogonal multicarrier waveform design via deep learning,” IEEE Transactions on Communications, vol. 73, no. 12, pp. 14444 – 14457, Dec. 2025.

11. Yang Ren, Xinhan Niu, Hai Jiang, Zhen Liu, Ting Jiang, Guanghui Liu, and Shuaicheng Liu, “ISPFormer: Learning RAW-to-sRGB mappings with wavelet-based self-attention,” Neurocomputing 652 (2025) 131084, pp. 1 – 10, July 2025.

12. Fuchen Xu, Guanghui Liu, Ji Zhou, Chengxiang Liu, Qingyu Li, Yanbo Zhao, and Xiangqian Xu, “PAPR performance of filter shapes index modulation: Analysis and optimization,” IEEE Transactions on Vehicular Technology, vol. 74, no. 6, pp. 9828 – 9833, June 2025.

13. Chengxiang Liu, Guanghui Liu, Fuchen Xu, Qingyu Li, Lei Zhang, and Muhammad Ali Imran, “Neural network aided FTN transmission over doubly selective fading channels: Waveform learning, channel estimation and data detection,” IEEE Transactions on Vehicular Technology, vol. 74, no. 4, pp. 6306 – 6321, Apr. 2025.

14. Jiawei He, Muxi Sun, Youtong Huo, Dingming Huang, Sha Leng, Qinghua Zheng, Xiao Ji, Li Jiang, Guanghui Liu, and Lan Zhang, “A platform combining automatic segmentation and automatic measurement of the maxillary sinus and adjacent structures,” Clinical Oral Investigations, (2025)29:88, pp. 1 – 13, Jan. 2025.

15. Qingyu Li, Guanghui Liu, Yanbo Zhao, Chengxiang Liu, and Fuchen Xu, “Deep learning-based downlink OTFS-SCMA,” IEEE Wireless Communications Letters, vol. 13, no. 12, pp. 3434 – 3438, Dec. 2024.

16. Yinfei Ji, Yunkai Chen, Guanghui Liu, Ziteng Long, Yuxuan Gao, Dingming Huang, and Lan Zhang, “Construction and evaluation of an AI-based CBCT resolution optimization technique for extracted teeth,” Journal of Endodontics, vol. 50, no. 9, pp. 1298 – 1306, Sept. 2024.

17. Ru Li, Peng Dai, Guanghui Liu, Shengping Zhang, Bing Zeng, and Shuaicheng Liu, “PBR-GAN: Imitating physically based rendering with generative adversarial networks,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 3, pp. 1827 – 1840, Mar. 2024.

18. Ru Li, Chuan Wang, Shuaicheng Liu, Jue Wang, Guanghui Liu, and Bing Zeng, “UPHDR-GAN: Generative adversarial network for high dynamic range imaging with unpaired data,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 11, pp. 7532 – 7546, Nov. 2022.

19. Shan Wen, Guanghui Liu, Fuchen Xu, Lei Zhang, Chengxiang Liu, and Muhammad Ali Imran, “Ergodic capacity of MIMO faster-than-Nyquist transmission over triply selective Rayleigh fading channel,” IEEE Transactions on Communications, vol. 70, no. 8, pp. 5046 – 5058, Aug. 2022.

20. Huiyang Qu, Guanghui Liu, Muhammad Imran, Shan Wen, and Lei Zhang, “Efficient channel equalization and symbol detection for MIMO OTFS systems,” IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 6672 – 6686, Aug. 2022.

21. Shan Wen, Guanghui Liu, Chengxiang Liu, Huiyang Qu, Lei Zhang, and Muhammad Ali Imran, “Low-complexity channel estimation and detection for faster-than-Nyquist transmission using hybrid linear/Tomlinson-Harashima precoding,” IEEE Transactions on Vehicular Technology, vol. 71, no. 4, pp. 3948 – 3963, Apr. 2022.

22. Miao Tian, Taidong Zhang, Guanghui Liu, and Lin Lin, “Estimation of tropical cyclone intensity using synthetic satellite microwave temperature anomaly structure and a multi-feature distribution learning network,” IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1 – 12, 2022, Art no. 4105512, doi: 10.1109/TGRS.2021.3132620.

23. Tiecheng Sun, Guanghui Liu, Ru Li, Shuaicheng Liu, Shuyuan Zhu, and Bing Zeng, “Quadratic terms based point to surface 3D representation for deep learning of point cloud,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 5, pp. 2705 – 2718, May 2022.

24. Shan Wen, Guanghui Liu, Chengxiang Liu, Huiyang Qu, Miao Tian, and Yan Chen, “Waveform design for high-order QAM FTN transmission in the presence of phase noise,” IEEE Transactions on Wireless Communications, vol. 21, no. 1, pp. 2 – 17, Jan. 2022.

25. Ru Li, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, and Bing Zeng, “JigsawGAN: Self-supervised learning for solving Jigsaw puzzles with generative adversarial networks,” IEEE Transactions on Image Processing, vol. 31, pp. 513 – 524, Jan. 2022.

26. Huiyang Qu, Guanghui Liu, Lei Zhang, Muhammad Ali Imran, “Low-dimensional subspace estimation of continuous-Doppler-spread channel in OTFS systems,” IEEE Transactions on Communications, vol. 69, no. 7, pp. 4717 – 4731, July 2021.

27. Huiyang Qu, Guanghui Liu, Lei Zhang, Shan Wen, and Muhammad Ali Imran, “Low-complexity symbol detection and interference cancellation for OTFS system,” IEEE Transactions on Communications, vol. 69, no. 3, pp. 1524 – 1537, Mar. 2021.

28. Ru Li, Chi-Hao Wu, Shuaicheng Liu, Jue Wang, Guangfu Wang, Guanghui Liu, and Bing Zeng, “SDP-GAN: Saliency detail preservation generative adversarial networks for high perceptual quality style transfer,” IEEE Transactions on Image Processing, vol. 30, pp. 374 – 385, Jan. 2021.

29. Miao Tian, Hao Chen, and Guanghui Liu, “Cloud detection from paired CrIS water vapor and CO2 channels using machine learning techniques,” IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 4, pp. 2781 – 2793, Apr. 2021.

【会议论文】

1. Hongjun Liu, Liaoyuan Zeng, Junhao Tian, Qingyu Li, Fuchen Xu, Chengxiang Liu, and Guanghui Liu, “Analysis and compensation of Tx and Rx IQ imbalances in AFDM system,” in Proc. IEEE Globecom 2026, accepted in Aug. 2026.

2. Qinglun Zhang, Shen Cheng, Dan Tian, Haoqiang Fan, Guanghui Liu, Shuaicheng Liu, “Efficient hybrid SE(3)-equivariant visuomotor flow policy via spherical harmonics for robot manipulation,” in Proc. CVPR-2026, accepted in Feb. 2026.

3. Qinglun Zhang, Zhen Liu, Haoqiang Fan, Guanghui Liu, Bing Zeng, and Shuaicheng Liu, “FlowPolicy: Enabling fast and robust 3D flow-based policy via consistency flow matching for robot manipulation,” in Proc. Association for the Advancement of Artificial Intelligence (AAAI-2025), philadelphia, pennsylvania, USA, Feb. 25 – Mar. 4, 2025.

4. Hongjun Liu, Guanghui Liu, Fuchen Xu, and Qingyu Li, “Neural network aided equalization for AFDM systems with power amplifier nonlinearity,” in Proc. IEEE Intl’ Conf. Commun. (ICC-2025), Montreal, Canada, June 8 – 12, 2025.

5. Qingyu Li, Guanghui Liu, Hongjun Liu, Fuchen Xu, and Chengxiang Liu, “Low complexity expectation-propagation-based AFDM detection,” in Proc. IEEE VTC2025-Fall, Chengdu, China, Oct. 19 – 22, 2025.

6. Fuchen Xu, Guanghui Liu, Chengxiang Liu, Ji Zhou, and Yusha Liu, “Waveform index modulation in subcarrier filtering OFDM system,” in Proc. IEEE VTC2025-Fall, Chengdu, China, Oct. 19 – 22, 2025.

7. Suyi Chen, Hao Xu, Haipeng Li, Kunming Luo, Guanghui Liu, Chi-Wing Fu, Ping Tan, and Shuaicheng Liu, “PointGPT: Boosting 3D point cloud registration using generative point-cloud pairs for training,” in Proc. European Conference on Computer Vision(ECCV-2024), pp. 272 – 289, Milan, Italy, Sept. 29 – Oct. 4, 2024.

8. Ru Li, Jia Liu, Guanghui Liu, Shengping Zhang, Bing Zeng, and Shuaicheng Liu, “SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field,” in Proc. AAAI-2024, Vancouver, Canada, Feb. 20 – 27, 2024.

9. Yiyang Bai, Yanbo Zhao, Chengxiang Liu, Fuchen Xu, and Guanghui Liu, “ResNet based multi-target range and velocity estimation method for millimeter-wave OFDM system,” in Proc. 2024 IEEE Wireless Communications and Networking Conference (WCNC-2024), Dubai, United Arab Emirates (UAE), Apr. 21 – 24, 2024.

10. Suyi Chen, Hao Xu, Ru Li, Guanghui Liu, Chi-Wing Fu, and Shuaicheng Liu, “SIRA-PCR: Sim-to-Real adaptation for 3D point cloud registration,” in Proc. ICCV-2023, accepted, Paris, France, Oct. 2 – 6, 2023.

11. Qiang Zhu, Haoyu Zhang, Shuyuan Zhu, Guanghui Liu, Bing Zeng, Xiaozhen Zheng, “Deep video super-resolution with flow-guided deformable alignment and sparsity-based temporal-spatial enhancement,” in Proc. IEEE MMSP 2022, Shanghai, China, Sept. 26 – 28, 2022. (Top 10% Paper Award).

12. Hao Xu, Nianjin Ye, Guanghui Liu, Bing Zeng, and Shuaicheng Liu, “FINet: Dual branches feature interaction for partial-to-partial point cloud registration,” in Proc. AAAI-22, pp. 2848 – 2856, Vancouver, BC, Canada, Feb. 22 – Mar. 1, 2022.

13. Hao Xu, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, and Bing Zeng, “OMNet: Learning overlapping mask for partial-to-partial point cloud registration,” in Proc. ICCV 2021, pp. 3112 – 3121, Oct. 11 – 17, 2021.

【授权美国专利】

1. Guanghui Liu, “Method and apparatus for carrier frequency offset synchronization of orthogonal frequency division multiplexing receivers,” U. S. patent 8 446 990, May 21, 2013.

2. Guanghui Liu, “Method of estimating inter-carrier interference (ICI) and ICI mitigating equalizer,” U. S. patent 8 295 339, Oct. 23, 2012.

3. Guanghui Liu, “Method and apparatus for estimating sampling frequency offset, and sampling timing recovery loop including the apparatus,” U. S. patent 8 040 990, Oct. 18, 2011.

4. Guanghui Liu, “Channel estimation method and system using linear correlation based interference cancellation (LCIC) combined with decision-feedback-equalization (DFE),” U. S. patent 7 933 366, Apr. 26, 2011.

5. Guanghui Liu, “Channel estimation method and apparatus determining a channel impulse response (CIR) distribution area using two adjacent windows,” U. S. patent 7 869 545, Jan. 11, 2011.

6. Guanghui Liu, “Equalization method and apparatus for time domain synchronous orthogonal frequency division multiplexing receiver,” U. S. patent 7 792 203, Sep. 7, 2010.

教育经历

暂无公开信息

科研项目

暂无公开信息

论文／期刊

  1. Tiecheng Sun, Guanghui Liu, Jianping Peng, Fanman Meng, Shuaicheng Liu, and Shuyuan Zhu, “A new single-view 3D pantograph reconstruction aided by prior CAD model", Elsevier Measurement , pp. 1 – 13, May 2021. 2021
  2. Huiyang Qu, Guanghui Liu, Lei Zhang, Shan Wen, and Muhammad Ali Imran, “Low-complexity symbol detection and interference cancellation for OTFS system”, IEEE Transactions on Communications , vol. 69, no. 3, pp. 1524 – 1537, Mar 2021. 2021
  3. Ru Li, Chi-Hao Wu, Shuaicheng Liu, Jue Wang, Guangfu Wang, Guanghui Liu, and Bing Zeng, “SDP-GAN: Saliency detail preservation generative adversarial networks for high perceptual quality style transfer”, IEEE Transactions on Image Processing , vol. 30, pp. 374 – 385, Jan 2021. 2021
  4. Miao Tian, Hao Chen, and Guanghui Liu, “Cloud detection from paired CrIS water vapor and CO2 channels using machine learning techniques”, IEEE Transactions on Geoscience and Remote Sensing , vol. 59, no. 4, pp. 2781 – 2793, Apr 2021. 2021
  5. S. Wen, G. Liu, Q. Chen, H. Qu, M. Tian, et al., “Time-frequency compressed FTN signaling: A solution to spectrally efficient single-carrier system”, IEEE Trans. Commun. , vol. 68, no. 5, pp. 3125 – 3139, May 2020. 2020
  6. Tiecheng Sun, Guanghui Liu, et al, “An efficient and compact 3D local descriptor based on the weighted height image”, Information Sciences , pp. 209 – 231, Feb 2020. 2020
  7. Ru Li, S. Liu, G. Liu, et al, “Multi-exposure photomontage with hand-held cameras”, Computer Vision and Image Understanding , Apr 2020. 2020
  8. Y. Wang, W. Liu, X. Zhou, and G. Liu, “On the performance of splitting receiver with joint coherent and non-coherent processing”, IEEE Trans. Signal Process. , vol. 68, no. 1, pp. 917 – 930, Jan 2020. 2020
  9. Mengfan Zhang, Hao Chen, Guanghui Liu, and M. Tian, “Improved cloud detection model using S-NPP CrIS FSR data vis machine learning”, in Proc. IEEE IGARSS-2020 , pp. 1 – 4, Nov 2020. 2020
  10. Yanyan Wang, Guanghui Liu, F. Han, H. Qu, and Q. Chen, “Channel estimation and equalization for SS-OOFDM system with high mobility”, IEEE Communication Letters , vol. 23, no. 1, pp. 92 – 95, Jan 2019. 2019
  11. H. Qu, Guanghui Liu, Y. Wang, Q. Chen, C. Yi, and J. Peng, “A Time-Domain Approach to Channel Estimation and Equalization for the SC-FDM System”, IEEE Transactions on Broadcasting , vol. 65, no. 4, pp. 713 – 726, Dec 2019. 2019
  12. Xi Ouyang, S. Xu, C. Zhang, P. Zhou, Y. Yang, G. Liu, and X. Li, “A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition”, IEEE Access , vol. 7, pp. 40757 – 40770, Apr 2019. 2019
  13. Ru Li, Shuaicheng Liu, Guanghui Liu, and Bing Zeng, “Hybrid synthesis for exposure fusion form hand-held camera inputs”, in Proc. IEEE ICIP-2019 , Sep 2019. 2019
  14. Shan Wen, Guanghui Liu, Qiang Chen Huiyang Qu, Yanyan Wang, and Pan Zhou, “Optimization of Precoded FTN Signaling with MMSE-Based Turbo Equalization”, in Proc. IEEE ICC-2019 , pp. 1-7, May 2019. 2019
  15. Chonghao Zhang, Pan Zhou, Guanghui Liu, Shimin Gong, Wei Wang, and Dapeng Wu, “Online Learning for Context-Aware Multi-User Package Delivery System with Unmanned Vehicles”, in Proc. IEEE ICC-2019 , pp. 1-7, May 2019. 2019
  16. M. Tian, H. Chen, and G. Liu, “Cloud detection and classification for S-NPP FSR CrIS data using supervised machine learning”, in Proc. IEEE IGARSS 2019 , pp. 9827 – 9830, Aug 2019. 2019
  17. Yanyan Wang, Guanghui Liu, F. Han, H. Qu, and Q. Chen, “SS-OFDM: An enhanced multicarrier transmission scheme for 5G”, IET Communications , vol. 12, no. 19, pp. 2418 – 2428, Dec 2018. 2018
  18. Tiecheng Sun, Shuaicheng Liu, Guanghui Liu, Shuyuan Zhu, and Zhipeng Zhu, “A 3D descriptor based on local height image”, in Proc. IEEE ISCAS-2018 , pp. 1 – 5, Jun 2018. 2018
  19. Ru Li, Xiaowu He, Shuaicheng Liu, Guanghui Liu, “Photomontage for robust HDR imaging with hand-held cameras”, in Proc. IEEE ICIP-2018 , pp. 1 – 5, Oct 2018. 2018
  20. Y. Wang, F. Han, H. Qu, Q. Chen, G. Liu, and P. Zhou, “Nonuniform Subband Superposed OFDM with Variable Granularity Spectrum Allocation for 5G”, in Proc. IEEE Globecom 2017 , pp. 1 – 6, Dec 2017. 2017
  21. Chao Sun, Shuaicheng Liu, Taotao Yang, Bing Zeng, Zhengning Wang, and Guanghui Liu, “Automatic Reflection Removal using Gradient Intensity and Motion Cues”, in Proc. ACM Multimedia , Nov 2016. 2016
  22. Guanghui Liu, L. Zeng, et al, “Adaptive interpolation for pilot-aided channel estimator in OFDM system”, IEEE Transactions on Broadcasting , vol. 60, no. 3, pp. 486 – 498, Sep 2014. 2014
  23. Wang Luo, Hongliang Li, Guanghui Liu, and Liaoyuan Zeng, “Semantic Annotation of Satellite Images Using Author-Genre-Topic Model”, IEEE Transactions on Geoscience and Remote Sensing , vol. 52, no. 2, pp. 1356 – 1368, Feb 2014. 2014
  24. Liaoyuan Zeng, Sean McGrath, and Guanghui Liu, “Cognitive ultra wideband radio spectrum sensing window length optimization algorithm”, EURASIP Journal on Wireless Communicaitons and Networking , Jan 2014. 2014
  25. Bo Wu, Linfeng Xu, Guanghui Liu, “A visual attention model for news video”, in Proc. ISCAS 2013 , pp. 941 – 944, May 2013. 2013
  26. Fanman Meng, Hongliang Li, Guanghui Liu, and King Ngi Ngan, “Image Co-segmentation by Incorporating Color Reward Strategy and Active Contours Model”, IEEE Transactions on Cybernetics , vol. 43, no. 2, pp. 725-737, Apr 2013. 2013
  27. Hongliang Li, Linfeng Xu, and Guanghui Liu, “Face Hallucination via Similarity Constraints”, IEEE Signal Processing Letters , vol. 20, no. 1, pp. 19-22, Jan 2013. 2013
  28. Fanman Meng, Hongliang Li, Guanghui Liu and King N. Ngan, “From Logo to Object Segmentation”, IEEE Trans. Multimedia , vol. 15, no. 8, pp. 2186 – 2197, Dec 2013. 2013
  29. Guanghui Liu, Liaoyuan Zeng, Hongliang Li, Linfeng Xu, and Zhengning Wang, “Adaptive complex interpolator for channel estimation in pilot-aided OFDM system”, J. Commun. and networks , vol. 15, no. 5, pp. 496 – 503, Oct 2013. 2013
  30. Guanghui Liu, Liaoyuan Zeng, Hongliang Li, Linfeng Xu, and Zhengning Wang, “Robust CFO acquisition in PN-padded OFDM systems”, ETRI J. , vol. 35, no. 4, pp. 706-709, Aug 2013. 2013
  31. G. Liu, S. V. Zhidkov, et al, "Low-Complexity Iterative Equalization for Symbol-Reconstruction Based OFDM Receivers over Doubly Selective Channels", IEEE Transactions on Broadcasting , vol. 58, no. 3, pp. 390-400, Sep 2012. 2012
  32. W. Luo, Hongliang Li, Guanghui Liu, King Ngi Ngan, "Global salient information maximization for saliency detection", Signal Processing: Image Communication, Elsevier , vol. 27, no. 3, pp. 238–248, Mar 2012. 2012
  33. Guanghui Liu, Liaoyuan Zeng, Hongliang Li, and Zhengning Wang, “Complex coefficient interpolation based channel estimation for OFDM in single-frequency networks”, in Proc. IEEE CIT2012 , pp. 655 – 660, Dec 2012. 2012
  34. Fanman Meng, Hongliang Li, and Guanghui Liu, “Image co-segmentation via active contours”, in Proc. IEEE ISCAS-2012 , pp. 2773-2776, Jun 2012. 2012
  35. Wang Luo, Hongliang Li, Guanghui Liu, and G. Gui, "A Novel Change Detection Method for Unregistered Optical Satellite Images", IEICE Transactions on Communications , vol. E95-B, no. 5, pp. 1890-1893, May 2012. 2012
  36. W. Luo, Hongliang Li, Guanghui Liu, "Automatic Annotation of Multispectral Satellite Images Using Author Topic Model", IEEE Geoscience and Remote Sensing Letters (GRSL) , vol. 9, no. 4, pp. 634-638, Jul 2012. 2012
  37. Fanman Meng, Hongliang Li, Guanghui Liu, and King Ngi Ngan, "Object Co-segmentation based on Shortest Path Algorithm and Saliency Model", IEEE Transactions on Multimedia , vol. 14, no. 5, pp. 1429-1441, Oct 2012. 2012
  38. Guanghui Liu, Hongliang Li, Mingzhen Wang, Zhengning Wang, and Wei Chen, “Co-channel analogue television interference in the TDS-OFDM-based DTTB system: consequences and solutions”, IEEE Trans. Broadcast. , vol. 57, no. 2, pp. 270-276, Jun 2011. 2011
  39. Wang Luo, Hongliang Li, Guanghui Liu, Fanman Meng, “Change detection in unregistered optical satellite images using combinatorial clustering method", in Proc. ISPACS-2011 , pp. 1 – 4, Jun 2011. 2011
  40. Hongliang Li, Guanghui Liu, King N. Ngan, "Guided Face Cartoon Synthesis", IEEE Transactions on Multimedia , vol. 13, no. 6, pp. 1230-1239, Dec 2011. 2011
  41. Guanghui Liu and Sergey V. Zhidkov, “A composite PN-correlation based synchronizer for TDS-OFDM receiver”, IEEE Trans. Broadcast. , vol. 56, no. 1, pp. 77-85, Mar 2010. 2010
  42. Guanghui Liu, Tailiang Ju, Zhengning Wang, Wei Chen, and Linfeng Xu, “Simple equalization of OFDM signal over doubly selective channels”, in Proc. ISPACS, Chengdu, China , Nov 2010. 2010
  43. Guanghui Liu, Hongliang Li, Wei Chen, Mingzhen Wang, and Lin Wang, “Parallel-filtering based equalization of OFDM over doubly selective channels”, in Proc. IEEE Global Telecommun. Conf. (GLOBECOM), Miami, USA , Dec 2010. 2010
  44. King N. Ngan , Guanghui Liu , and H. Li , Hongliang Li, Guanghui Liu, and King N. Ngan, "Learn to Segment Attention Object from Low DoF Image", in Proc. IEEE International Symposium on Circuits and Systems (ISCAS10), Paris, France, 2010. 2010
  45. Guanghui Liu and Weile Zhu, “Phase noise effects and mitigation in OFDM systems over Rayleigh fading channels”, Wireless Personal Commun. , vol. 41, no. 2, pp. 243-258, Apr 2007. 2007
  46. Guanghui Liu and Junling Zhang, “ITD-DFE based channel estimation and equalization in TDS-OFDM receivers”, IEEE Trans. Consumer Electron. , vol. 53, no. 2, pp. 304-309, May 2007. 2007
  47. Guanghui Liu, "Comments on “A Combined Code Acquisition and Symbol Timing Recovery Method for TDS-OFDM"", IEEE Trans. Broadcast. , vol. 52, no. 4, pp. 585, Dec 2006. 2006
  48. Guanghui Liu and Weile Zhu, “Compensation of phase noise in OFDM systems using an ICI reduction scheme”, IEEE Trans. Broadcast. , vol. 50, no. 4, pp. 399-407, Dec 2004. 2004
  49. Shan Wen, Guanghui Liu, Chengxiang Liu, Huiyang Qu, Lei Zhang, and Muhammad Ali Imran, “Low-complexity channel estimation and detection for faster-than-Nyquist transmission using hybrid linear/Tomlinson-Harashima precoding”, IEEE Trans. Veh. Technol., to appear ,
  50. Ru Li, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, and Bing Zeng, “JigsawGAN: Self-supervised learning for solving Jigsaw puzzles with generative adversarial networks”, IEEE Transactions on Image Processing, to appear ,
  51. Hao Xu, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, and Bing Zeng, “OMNet: Learning overlapping mask for partial-to-partial point cloud registration”, Proc. ICCV-2021, to appear ,
  52. Tiecheng Sun, Guanghui Liu, Ru Li, Shuaicheng Liu, Shuyuan Zhu, and Bing Zeng, “Quadratic terms based point to surface 3D representation for deep learning of point cloud”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), to appear ,
  53. Shan Wen, Guanghui Liu, Chengxiang Liu, Huiyang Qu, Miao Tian, and Yan Chen, “Waveform design for high-order QAM FTN transmission in the presence of phase noise”, IEEE Transactions on Wireless Communications, to appear ,
  54. Huiyang Qu, Guanghui Liu, Lei Zhang, Muhammad Ali Imran, “Low-dimensional subspace estimation of continuous-Doppler-spread channel in OTFS systems”, IEEE Transactions on Communications, to appear ,