杨川川

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OFCOECCACP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》