职称:副教授
导师类别:硕士生导师
研究所:信息与通信研究所
研究领域:网络与通信
办公电话:86-10-62763303
电子邮件:yangchuanchuan[at]pku.edu.cn
具体研究方向:
1.光互连中的信号处理技术,包括数据中心光互连信道建模、均衡、编码技术,长距离相干光通信信号处理关键技术;
2.高性能智算网络的设计与优化(Networking for AI);
3.基于AI/AGI的智算网络运营(AI for networking);
4.基于优化方法和深度神经网络的玻璃超表面设计。
个人简介:
长期从事超大容量网络与通信技术方向的研究,近5年来主持国家重点研发计划项目课题、教育部联合基金项目、国家自然科学基金面上项目、科技部国际合作项目以及与著名通信、互联网公司产学研项目多项,参与国家重点研发计划项目、国家自然科学基金联合基金重点支持项目、深圳市技术攻关重点项目等多项。以第一作者或通信作者发表学术论文100余篇,授权国家发明专利30余项,在OFC、OECC、ACP等国际学术会议上多次做特邀报告,获得2017年中国通信学会科学技术奖二等奖,现为IEEE高级会员、IET Communications期刊编委、首届中兴通讯促进产学研合作青年专家委员会委员,首届中国稀土学会稀土玻璃专业委员会委员。
联系方式:yangchuanchuan@pku.edu.cn
代表论文:
1.Congcong Miao, Zhizhen Zhong, Yunming Xiao, Feng Yang,Chuanchuan Yang*et al., “MegaTE: Extending WAN Traffic Engineering to Millions of Endpoints in Virtualized Cloud”,ACM SIGCOMM2024, pp. 103-116,Sydney, Australia, August 4 - 8, 2024.
2.Chuanchuan Yang*,Yunfeng Gao, Jiaxing Wang, Hongbin Li, Constance J. Chang-Hasnain, “Enhanced Recurrent Neural Network Equalization based on Hidden Feature Extraction Learning for Optical Interconnect”,Optical Fiber Communication Conference (OFC), Th3D-1, San Diego, USA, 24-28 March 2024(特邀报告).
3.Chuanchuan Yang*,Yao Duan, Yongxin Cao, Jiajie Yang, Wenhua Chen, Hongbin Li, “LiDAR Point Cloud Image Modeling and Quality Testing Method”, ACP2023 & POEM 2023, Wuhan, China, Nov.4-7, 2023 (Best Paper Award in Industry Innovation).
4.Haipeng Guo,Chuanchuan Yang*, Yunfeng Gao, and Hongbin Li, "Interference Modeling and Joint Demodulation Receiver for Multi-level PON with Baseband AMCC Superimposition," J. Lightwave Technol. 42, 1916-1926 (2024)
5.Tianxiang Lan,Chuanchuan Yang*, Xiansong Fang, Fan Zhang, Wenjing Yu, Weiqin Zhou, and Zhangyuan Chen, "Generalized Rayleigh quotient optimization method for inter-channel nonlinearity compensation in coherent optical communication systems," Opt. Lett. 49, 694-697 (2024).
6.Zhang, Zezhou,Yang, Chuanchuan*, Qin, Yifeng, Feng, Hao, Feng, Jiqiang and Li, Hongbin. "Diffusion probabilistic model based accurate and high-degree-of-freedom metasurface inverse design", Nanophotonics, vol. 12, no. 20, pp. 3871-3881, 2023.
7.Ziyuan Zheng,Chuanchuan Yang*, Chun Yang, and Ziyu Wang, “Energy consumption modeling and analysis for short-reach optical transmissions using irregular LDPC codes”, Optics Express, Vol. 30, No. 24, pp.43852-43871, 21 Nov. 2022.
8.Xin Qin,Chuanchuan Yang*, Haipeng Guo, Yunfeng Gao, Qingyi Zhou, Xinyue Wang and Ziyu Wang,“Recurrent Neural Network Based Joint Equalization and Decoding Method for Trellis Coded Modulated Optical Communication System”, IEEE/OSA Journal of Lightwave Technology, Vol.41, no.6, pp.1734-1741, March 15, 2023.
9.Chuanchuan Yang*and Hualong Zhang, “Adaptive SVM based pixel accumulation technique for SPAD based LiDAR system”, Applied Optics, Vol. 61, No. 36, pp.10623, 20 December 2022.
10.Yunfeng Gao,Chuanchuan Yang∗,Xiaoyu Zhang, Cheng Zhang, and Hongbin Li,“Augmented space signal detection method for IM/DD optical communication systems”, Optics Letters, Vol. 47, No. 16, pp.4147-4150, August 2022.
11.Yan Huang,Chuanchuan Yang*, Yu Shi, Hao Chen, Weizhen Yan and Zhangyuan Chen, “PLGP: point cloud inpainting by patch-based local geometric propagating”,The Visual Computer, 24 January 2022.
12.Yunfeng Gao,Chuanchuan Yang*et al., "Least Angle Regression-Based Modified Volterra Nonlinear Equalizer for Optical Interconnection System," IEEE/OSA Journal of Lightwave Technology, Vol.40, no.12, pp.3622-3632, 2022.
13.Yao Duan,Chuanchuan Yang*,and Hongbin Li,“PCA-based real-time single-photon 3D imaging method”,Optics Communications, Vol. 508, no.1, 127777, April 2022.
14.Yan Huang,Chuanchuan Yang*and Zhangyuan Chen, “3DPF-FBN: video inpainting by jointly 3D-patch filling and neural network refinement”, SCIENCE CHINA Information Sciences, Vol. 65:179103, July 2022.
15.Yu Shi,Chuanchuan Yang*,“Point Cloud Inpainting with Normal-based Feature Matching, Multimedia Systems, 23 October 2021.
16.Yao Duan,Chuanchuan Yang*,and Hongbin Li,“Low-complexity Adaptive Radius Outlier Removal Filter based on PCA for LiDAR Point Cloud Denoising”, Applied Optics, Vol. 60, No. 20, 1559-128X/21/2000E1-07, 10 July 2021.
17.Qingyi Zhou, Fan Zhang, andChuanchuan Yang*,“AdaNN: Adaptive Neural Network-based Equalizer via Online Semi-supervised Learning”,IEEE/OSA Journal of Lightwave Technology, Vol. 38, No. 16, pp.4315-4324, 2020.
18.Yunfeng Gao,Chuanchuan Yang*et al., “288 Gb/s 850 nm VCSEL-Based Interconnect Over 100 mMMFBased on Feature-Enhanced Recurrent Neural Network (M4H.2)”, Optical Fiber Communication Conference (OFC), M4H.2, San Diego, USA, 6-10 March 2022.
19.Haipeng Guo,Chuanchuan Yang*and Hongbin Li, “Up to 20 Mb/s Auxiliary Management and Control Channel Signal Transmission in 50 Gb/s PON System”, W1H.4, OFC 2021.
20.Hualong Zhang andChunchuan Yang*, “A SVM Combined Pixel Accumulation Technique for SPAD Based LiDAR System”, JW1A.52,CLEO 2021.
主讲课程
《概率论与随机过程》
《光纤通信》