Shaobo Han

According to our database, Shaobo Han authored at least 28 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Multi-span optical power spectrum prediction using cascaded learning with one-shot end-to-end measurement.

Zehao Wang, Yue-Kai Huang, Shaobo Han, Daniel C. Kilper, Tingjun Chen

J. Opt. Commun. Netw., 2025

2024

Organic Thermoelectric Materials for Wearable Electronic Devices.

Runfeng Xiao, Xiaoyan Zhou, Chan Zhang, Xi Liu, Shaobo Han, Canyan Che

Sensors, July, 2024

VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks.

Yang Li, Shaobo Han, Shihao Ji

CoRR, 2024

Multi-Span Optical Power Spectrum Prediction using ML-based EDFA Models and Cascaded Learning.

Zehao Wang, Yue-Kai Huang, Shaobo Han, Ting Wang, Dan Kilper, Tingjun Chen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Seeing the Vibration from Fiber-Optic Cables: Rain Intensity Monitoring using Deep Frequency Filtering.

Zhuocheng Jiang, Yangmin Ding, Junhui Zhao, Yue Tian, Shaobo Han, Sarper Ozharar, Ting Wang, James M. Moore

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Polarization Sensing Using Polarization Rotation Matrix Eigenvalue Method.

Fatih Yaman, Yang Li, Shaobo Han, Takanori Inoue, Eduardo Mateo, Yoshihisa Inada

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Exploring Compositional Visual Generation with Latent Classifier Guidance.

Changhao Shi, Haomiao Ni, Kai Li, Shaobo Han, Mingfu Liang, Martin Renqiang Min

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Using Global Existing Fiber Networks for Environmental Sensing.

Ezra Ip, Fabien Ravet, Hugo F. Martins, Ming-Fang Huang, Tatsuya Okamoto, Shaobo Han, Chaitnaya Narisetty, Jian Fang, Yue-Kai Huang, Milad Salemi, Etienne Rochat, Fabien Briffod, Alexandre Goy, Maria del Rosario Fernández-Ruiz, Miguel González-Herráez

Proc. IEEE, 2022

Field Tests of Impulsive Acoustic Event Detection, Localization, and Classification Over Telecom Fiber Networks.

Ming-Fang Huang, Jian Fang, Shaobo Han, Zhuocheng Jiang, Sarper Ozharar, Yuheng Chen, Tomoyuki Hino, Ting Wang

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Evolution of Fiber Infrastructure - From Data Transmission to Network Sensing.

Ming-Fang Huang, Jian Fang, Shaobo Han, Ezra Ip, Yue-Kai Huang, Ting Wang

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Employing Fiber Sensing and On-Premise AI Solutions for Cable Safety Protection over Telecom Infrastructure.

Ting Wang, Ming-Fang Huang, Shaobo Han, Chaitanya Narisetty

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Learning Transferable Reward for Query Object Localization with Policy Adaptation.

Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas

Proceedings of the Tenth International Conference on Learning Representations, 2022

Provable Adaptation across Multiway Domains via Representation Learning.

Zhili Feng, Shaobo Han, Simon Shaolei Du

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Field Trial of Abnormal Activity Detection and Threat Level Assessment with Fiber Optic Sensing for Telecom Infrastructure Protection.

Tiejun J. Xia, Glenn A. Wellbrock, Ming-Fang Huang, Shaobo Han, Yuheng Chen, Milad Salemi, Philip N. Ji, Ting Wang, Yoshiaki Aono

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Vehicle Run-off-Road Event Automatic Detection by Fiber Sensing Technology.

Tingfeng Li, Yuheng Chen, Ming-Fang Huang, Shaobo Han, Ting Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Automatic Fine-Grained Localization of Utility Pole Landmarks on Distributed Acoustic Sensing Traces Based on Bilinear Resnets.

You Lu, Yue Tian, Shaobo Han, Eric Cosatto, Sarper Ozharar, Yangmin Ding

Proceedings of the IEEE International Conference on Acoustics, 2021

2019

Supervised Multiscale Dimension Reduction for Spatial Interaction Networks.

Shaobo Han, David B. Dunson

CoRR, 2019

2018

Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks.

Shaobo Han, David B. Dunson

CoRR, 2018

2017

Stein Variational Autoencoder.

Yunchen Pu, Zhe Gan, Ricardo Henao, Chunyuan Li, Shaobo Han, Lawrence Carin

CoRR, 2017

VAE Learning via Stein Variational Gradient Descent.

Yunchen Pu, Zhe Gan, Ricardo Henao, Chunyuan Li, Shaobo Han, Lawrence Carin

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Bayesian Learning with Dependency Structures via Latent Factors, Mixtures, and Copulas.

Shaobo Han

PhD thesis, 2016

Variational Gaussian Copula Inference.

Shaobo Han, Xuejun Liao, David B. Dunson, Lawrence Carin

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson Noise.

Yan Kaganovsky, Shaobo Han, Soysal Degirmenci, David G. Politte, David J. Brady, Joseph A. O'Sullivan, Lawrence Carin

SIAM J. Imaging Sci., 2015

Alternating minimization algorithm with iteratively reweighted quadratic penalties for compressive transmission tomography.

Yan Kaganovsky, Soysal Degirmenci, Shaobo Han, Ikenna Odinaka, David G. Politte, David J. Brady, Joseph A. O'Sullivan, Lawrence Carin

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Hierarchical Infinite Divisibility for Multiscale Shrinkage.

Xin Yuan, Vinayak A. Rao, Shaobo Han, Lawrence Carin

IEEE Trans. Signal Process., 2014

Dynamic Rank Factor Model for Text Streams.

Shaobo Han, Lin Du, Esther Salazar, Lawrence Carin

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Integrated Non-Factorized Variational Inference.

Shaobo Han, Xuejun Liao, Lawrence Carin

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Cross-Domain Multitask Learning with Latent Probit Models.

Shaobo Han, Xuejun Liao, Lawrence Carin

Proceedings of the 29th International Conference on Machine Learning, 2012