【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，任研究员；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《数字无线电基础》等专业课程，受到广泛好评；近三年，主持／参与省级／校级教改项目6项，获得教学成果一／二等奖3项；累计为国家培养硕士／博士研究生毕业50余人，就业于华为、美国高通、百度、阿里、腾讯、字节跳动、哈尔滨工业大学（威海）、西南交通大学、南方科技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29篇发表于IEEE TWC、TCOM、TSP、TIP、TCSVT、TVT、TMM、TGRS、TB等IEEE Transactions（汇刊）；在ICCV、AAAI、ACM MM等CCF-A类国际会议，ICC、Globecom、ISCAS、BMSB等IEEE协会旗舰会议发表论文40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）；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2021年获华为“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，IEEE Commun. Lett.等。

每年招收硕士研究生3～5名，博士研究生1～2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CV发至邮箱: guanghuiliu@uestc.edu.cn）。

近期代表性学术成果如下（感谢我的博士生刘承享、徐福琛、李茹（2022.12获博士学位，工作单位哈尔滨工业大学）、文山（2022.6获博士学位，工作单位华为）、瞿辉洋（2021.12获博士学位，工作单位华为）、孙铁成（2021.12获博士学位，工作单位华为）、王艳艳（2019.12获博士学位，工作单位西南交通大学）等，及我的硕士生陈苏逸、张泰东、陈昊、徐昊（2022.6获硕士学位，香港中文大学攻读博士学位）等的辛勤工作和杰出贡献；感谢刘帅成、田淼等老师的共同指导）。

【近期代表性期刊论文】

1.       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, accepted for publication in 2023.

2.       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.

3.       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.

4.       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.

5.       Qiang Zhu, Shuyuan Zhu, Guanghui Liu, and Zhenming Peng, “Infrared small target detection using local feature-based density peaks searching,” IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1 – 5, Apr. 2022.

6.       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.

7.       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.

8.       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.

9.       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. 

10.    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.

11.    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, 181 (2021) 109615, pp. 1 – 13, May 2021.

12.    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.

13.    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.

14.    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.

15.    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.

16.    Tiecheng Sun, Guanghui Liu, Shuaicheng Liu, Fanman Meng, Liaoyuan Zeng, and Ru Li, “An efficient and compact 3D local descriptor based on the weighted height image,” Information Sciences, 520(2020): 209 – 231, Feb. 2020.

17.    Ru Li, Shuaicheng Liu, Guanghui Liu, Tiecheng Sun, and Jishun Guo, “Multi-exposure photomontage with hand-held cameras,” Computer Vision and Image Understanding, vol. 193, Apr. 2020, 10929. [online]: https://doi.org/10.1016/j.cviu.2020.102929. Feb. 2020.

18.    Shan Wen, Guanghui Liu, Qiang Chen, Huiyang Qu, Miao Tian, et al., “Time-frequency compressed FTN signaling: A solution to spectrally efficient single-carrier system,” IEEE Transactions on Communications, vol. 68, no. 5, pp. 3125 – 3139, May 2020.

19.    Yanyan Wang, Wanchun Liu, Xiangyun Zhou, and Guanghui Liu, “On the performance of splitting receiver with joint coherent and non-coherent processing,” IEEE Transactions on Signal Processing, vol. 68, pp. 917 – 930, Jan. 2020.

20.    Huiyang Qu, Guanghui Liu, Yanyan Wang, Qiang Chen, Chao Yi, and Jianping 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.

21.    Yanyan Wang, Guanghui Liu, Feng Han, Huiyang Qu, and Qiang Chen, “Channel estimation and equalization for SS-OOFDM system with high mobility,” IEEE Communications Letters, vol. 23, no. 1, pp. 92 – 95, Jan. 2019.

 

【近期代表性会议论文】

1.       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.

2.       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).

3.       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.

4.       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.

5.       Hewei Liu, Shuyuan Zhu, Ruiqin Xiong, Guanghui Liu, and Bing Zeng, “Cross-Block Difference Guided Fast CU Partition for VVC Intra Coding,” in Proc. 2021 International Conference on Visual Communications and Image Processing (VCIP).

6.       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, Oct. 2020.

7.       S. Zhu, Z. He, X. Meng, G. Liu, and B. Zeng, “Multiple description image coding based on compression-guided optimization,” in Proc. Picture Coding Symposium (PCS2019), Ningbo, China, pp. 12 – 15, Nov. 2019.

8.       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, Yokohama, Japan, pp. 9827 – 9830, July 28 – Aug. 2, 2019.

9.       Ru Li, Shuaicheng Liu, Guanghui Liu, and Bing Zeng, “Hybrid synthesis for exposure fusion form hand-held camera inputs,” in Proc. IEEE ICIP-2019, Taiwan, Sept. 2019.

10.    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, Shanghai, China, May 2019.

11.    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, Shanghai, China, May 2019.

12.    Chang Cui, Shuyuan Zhu, Rui Liu, Guanghui Liu, and Bing Zeng, “Error-compensated luma modification for color image coding,” in Proc. IEEE VCIP-2018, pp. 1 – 5, Taiwan, Dec. 2018.

13.    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, Italy, June, 2018.

14.    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, Greece, Oct. 2018.

15.    Huiyang Qu, Guanghui Liu, Yanyan Wang, Shan Wen, and Qiang Chen, “Time-domain channel estimation for the LTE-V system over high-speed mobile channels,” in Proc. IEEE BMSB-2018, pp. 1 – 5, Spain, June, 2018.

16.    Shan Wen, Guanghui Liu, Qiang Chen, Huiyang Qu, and Yanyan Wang, “Optimal precoding based spectrum compression for faster-than-Nyquist Signaling,” in Proc. IEEE BMSB-2018, pp. 1 – 5, Spain, June, 2018.

 

【作为唯一发明人授权的美国专利】

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.

暂无内容

暂无内容

暂无内容