Sensor-to-Sensor procedural co-learning for sensor-limited human action recognition.
Expert Systems with Applications 319 (2026): 132094
研究兴趣
- 新型光通信网络
- 特种光纤设计
- 光纤激光器
- 机器学习
课程
本科生课程
- 现代传感器技术
- 电磁场与天线
- 大学计算机基础
研究生课程
- 数字通信
- 光纤技术与应用
招生方向
- 光通信方向：新型光通信网络,光纤设计及其功能器件,光纤激光器。
- 机器学习方向：计算机视觉,多模态数据分析,强化学习,光学与机器学习结合。
欢迎对以上方向感兴趣的同学联系报考！
教育与工作
教育经历
2010–2014
工学博士（国家公派留学）
日本北海道大学，信息电子学
2008–2010
硕士
天津大学，光电子技术
2004–2008
学士
天津大学，电子科学与技术
工作经历
2016–
北京科技大学
2014–2016
北京大学
项目情况
- 主持北京科技大学基本科研业务费项目两项，FRF-TP-16-046A1，FRF-TP-19-016A2。
- 主持国家自然科学基金青年科学基金一项，61605004。
- 主持北京大学区域光纤通信网与新型光通信系统国家重点实验室开放课题一项，2017GZKF08。
- 主持中国博士后科学基金面上项目一项，2015M570895。
- 参与国家科技部973项目子课题一项，2014CB340105。
- 参与北京市融合网络与泛在业务工程技术研究中心青年人才发展项目一项，FRF-BD-17-015A。
- 主持关于机器学习方面的横向项目多项，与公司保持长期的合作关系。
研究成果
完整列表 →2026
Alarm Event Prediction Based on Structural Causal Model in Smart Substation.
Energies 19 (2026): 2296
2025
Stable and selectable generation of LP/CVB/OAM modes in an all-fiber ring laser via a low modal-crosstalk mode multiplexer/demultiplexer.
Optics Express 33 (2025): 39373
Selective cross-insensitive dual-channel PCF-SPR sensor based on high-order modes for simultaneous temperature and refractive index sensing in cancer cell detection.
Optics Communications 595 (2025): 132339
Structured guided diffusion models for industrial defect image generation.
Knowledge-Based Systems 330 (2025): 114642
Query-based neural network for long-range prediction of optical spatio-temporal dynamics in multimode fibers.
Expert Systems with Applications 288 (2025): 128230
An Integrated Multi-Sensor Fusion Algorithm for Substation Localization Using UWB and Video.
ICCMS 2025
Unconstrained Vision-based Measurement with Open-World Segmentation.
ICCMS 2025
2024
Bridge the gap between simulated and real-world data in optical fiber mode decomposition for accuracy improvement: A deep learning-based co-learning framework with visual similarity-based matching.
Expert Systems with Applications 256 (2024): 124937
Automatic iterative diversity improvement for defect data generation.
ICCMS 2024
2023
A Weakly-Coupled Double Bow-Tie Multi-Ring Elliptical Core Multi-Mode Fiber for Mode Division Multiplexing across C+L+U Band.
Applied Sciences 13 (2023): 5855
Global-shared Text Representation based Multi-Stage Fusion Transformer Network for Multi-modal Dense Video Captioning.
IEEE Transactions on Multimedia
Digital Simulation-Based Data Generation for Quality Inspection.
ICCMS 2013, 6. 2023
更早年份
2022
Tri-Modal Dense Video Captioning Based on Fine-Grained Aligned Text and Anchor-Free Event Proposals Generator.
International Journal of Pattern Recognition and Artificial Intelligence 36 (2022): 2255014
VSSum: A Virtual Surveillance Dataset for Video Summary.
ICCCV 2022, 7, 2022
Multisize Patched Spatial-Temporal Transformer Network for Short- and Long-Term Crowd Flow Prediction.
IEEE Transactions on Intelligent Transportation Systems 23 (2022): 21548-21568
A Weakly-Coupled Few-Mode Hybrid Clad Photonic Crystal Fiber With Ultra-Flattened Dispersion and Low Confinement Loss.
IEEE Photonics Journal, vol. 14, no. 5, pp. 1-8, Oct. 2022, Art no. 7149508
Temporal-enhanced graph convolution network for skeleton-based action recognition.
IET Computer Vision, 1–14 (2022)
2021
面向模分复用的沟槽-纳米孔辅助双包层弱耦合少模光纤
光学学报, 2021, 41(23): 2306003
Design of weakly coupled 20-eigenmode bow-tie rectangular dual-step fiber for short-haul communication in O band.
Opt. Eng. 60(12), 126107 (2021)
A switchable multi-wavelength EDFL using cascaded Sagnac fiber loops with mode differential delay line.
Optik 248, 168182 (2021)
Design of side-hole-assisted weakly-coupled rectangular ring-core multi-mode fiber for mode-division multiplexing networks.
Appl. Opt. 60(24), 7406-7420 (2021)
Design of weakly-coupled eccentric-ring core few-mode fiber for optical sensing.
Optics Communications 490 (2021): 126924
Design of weakly coupled ten-vector-mode elliptical-core Bragg fiber for short-haul communication across O+C+L band.
Indian Journal of Physics 95(2), 349-359 (2021)
2020
Enhancing the Credibility of the Optical Performance Monitor With Adversarial Training.
IEEE Access 8 (2020): 75682-75690
Design of weakly-coupled 16-vector-mode coaxial Bragg FMF for short-haul communication.
IEEE Access 8, pp. 215214-215223 (2020)
面向传感应用的弱耦合偏芯少模光纤设计与分析
光学学报，2020, 40(24): 2406001
Reliable Optical Performance Monitor: The Combination of Parallel Framework and Skip Connected Generative Adversarial Network.
IEEE Access 8, 158391-158401 (2020)
Switchable multi-wavelength linearly-polarized lasing oscillations in a figure eight EDF laser based on spatial-mode beating by means of weakly-coupled FMF.
Optics and Laser Technology 128, 106259 (2020)
Mitigating ambiguity by deep-learning-based modal decomposition method.
Optics Communications 471, pp. 125845 (2020)
Spatial-mode switchable EDF laser based on low modal-crosstalk mode MUX/DEMUX.
Optik, Vol. 202, pp. 163699 (2020)
Switchable transverse-mode operation of an actively mode-locked EDF laser based on low-modal-crosstalk mode MUX/DEMUX.
Indian Journal of Physics, 94(7), 1071-1078 (2020)
2019
Feature Fusion-Based Multi-Task ConvNet for Simultaneous Optical Performance Monitoring and Bit-Rate/Modulation Format Identification.
IEEE Access 7 (2019): 126709-126719
Spatial-mode switchable, multi-wavelength all-fiber erbium-doped fiber (EDF) laser based on low modal crosstalk mode multiplexer/demultiplexer (MUX/DEMUX).
Laser Physics, 29(7), 075105-1-075105-10 (2019)
Design of 20-polarization-maintaining-mode “pseudo-rectangle” elliptical-core fiber for MIMO-less MDM networks.
Optical Fiber Technology, 50: 87-94 (2019)
2018
Design of weakly-coupled trench-assisted five-mode M-type fiber for short-haul communication in O band.
Optical and Quantum Electronics, 50: 436-1-436-16 (2018)
Joint optical performance monitoring and modulation format/bit-rate identification by CNN-based multi-task learning.
IEEE Photonics Journal, 10(5), 7901312-1-7901312-12 (2018)
Variable-ratio mode-insensitive 1 × 2 power splitter based on MMI couplers and phase shifters.
IEEE Photonics Journal, 10(5), 7104912-1-7104912-12 (2018)
Design of weakly-coupled three-spatial-mode rectangular-ring core fiber for short-reach MDM networks in C + L band.
Optical and Quantum Electronics, 50, 290-1-290-10 (2018)
Tunable multi-wavelength EDF laser based on Sagnac interferometer with weakly-coupled FMF delay line.
Optics and Laser Technology 107C (2018) pp. 325-330
Spatial-mode switchable ring fiber laser based on low mode-crosstalk all-fiber mode MUX/DEMUX.
Optics and Laser Technology 101C (2018) pp. 21-24
2017
Fused-fiber-based 3-dB mode insensitive power splitters for few-mode optical fiber networks.
Opt. Eng. 56(11), 116101 (2017)
All-fiber optical mode switching based on cascaded mode selective couplers for short-reach MDM networks.
Optical Engineering (Opt. Eng.), 56(4), 046104 (2017)
Experimental demonstration of time- and mode-division multiplexed passive optical network.
Optical Fiber Technology, Vol. 36, 92-97, 2017
Three-mode mode-division-multiplexing passive optical network over 12-km low mode-crosstalk FMF using all-fiber mode MUXDEMUX.
Optics Communications, Vol. 383, 525-530, 2017
2016
An all-fiber mode converter assisted by coiled-fiber long-period grating.
Optics Communications, Vol. 360, 15-19, 2016
Experimental demonstration of 3-mode MDM-PON transmission over 7.4-km low-mode-crosstalk FMF.
Proc. of OFC 2016, W2A.58 (2016)
2015
Cascaded mode-division-multiplexing and time-division-multiplexing passive optical network based on low mode-crosstalk FMF and mode MUX/DEMUX.
IEEE Photonics Journal, 7(5), 7903509, 2015
Two-photon excited fluorescence from a pseudoisocyanine-attached gold tip via a plasmonic-photonic hybrid system.
Optics Express, Vol. 23, No. 17, 21730-21740, 2015
2013
Two-photon excited fluorescence from a pseudoisocyanine-attached gold-coated tip via a thin tapered fiber under a weak continuous wave excitation.
Optics Express, Vol. 21, Issue 23, pp. 27759-27769 (2013)
Nonlinear phenomena from a PIC-attached gold tip using a plasmonic-whispering gallery mode hybrid system.
Proc. SPIE 8816, Optics+Photonics (2013)
2012
Second harmonic generation from the top of an Au-coated tip via a tapered fiber coupled microsphere resonator.
Proc. SPIE 8463, Optics+Photonics (2012)
2011
Passive harmonically mode-locked Er3+/Yb3+ codoped double-clad fiber ring laser.
High Power Laser and Particle Beams, 23(10), 2692-2697 (2011)
2010
Experiment study on Er/Yb co-doped double cladding all fiber laser.
Chinese Journal of Lasers, 37(03), 622-626 (2010)
2009
Experimental study on the nonlinear polarization rotation mode-locking fiber laser.
Chinese Journal of Lasers, 36(s1), 56-60 (2009)