Shaobo Han

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Venues

CoRR

OFC

OECC/PSC

NIPS

Duke University, Durham, NC, USA (PHD)

Education History

Duke University, Durham, NC, USA

PHD

Publications

Runfeng Xiao, Xiaoyan Zhou, Chan Zhang, Xi Liu, Shaobo Han, Canyan Che
Organic Thermoelectric Materials for Wearable Electronic Devices. Sensors 24 (14) (2024)
Zehao Wang, Yue-Kai Huang, Shaobo Han, Ting Wang, Dan Kilper, Tingjun Chen
Multi-Span Optical Power Spectrum Prediction using ML-based EDFA Models and Cascaded Learning. OFC (2024)
Yang Li, Shaobo Han, Shihao Ji
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks. CoRR (2024)
Changhao Shi, Haomiao Ni, Kai Li, Shaobo Han, Mingfu Liang, Martin Renqiang Min
Exploring Compositional Visual Generation with Latent Classifier Guidance. CVPR Workshops (2023)
Changhao Shi, Haomiao Ni, Kai Li, Shaobo Han, Mingfu Liang, Martin Renqiang Min
Exploring Compositional Visual Generation with Latent Classifier Guidance. CoRR (2023)
Fatih Yaman, Yang Li, Shaobo Han, Takanori Inoue, Eduardo Mateo, Yoshihisa Inada
Polarization Sensing Using Polarization Rotation Matrix Eigenvalue Method. OFC (2023)
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
Using Global Existing Fiber Networks for Environmental Sensing. Proc. IEEE 110 (11) (2022)
Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas
Learning Transferable Reward for Query Object Localization with Policy Adaptation. CoRR (2022)
Ting Wang, Ming-Fang Huang, Shaobo Han, Chaitanya Narisetty
Employing Fiber Sensing and On-Premise AI Solutions for Cable Safety Protection over Telecom Infrastructure. OFC (2022)
Ming-Fang Huang, Jian Fang, Shaobo Han, Ezra Ip, Yue-Kai Huang, Ting Wang
Evolution of Fiber Infrastructure - From Data Transmission to Network Sensing. OECC/PSC (2022)
Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas
Learning Transferable Reward for Query Object Localization with Policy Adaptation. ICLR (2022)
Ming-Fang Huang, Jian Fang, Shaobo Han, Zhuocheng Jiang, Sarper Ozharar, Yuheng Chen, Tomoyuki Hino, Ting Wang
Field Tests of Impulsive Acoustic Event Detection, Localization, and Classification Over Telecom Fiber Networks. OECC/PSC (2022)
Zhili Feng, Shaobo Han, Simon Shaolei Du
Provable Adaptation across Multiway Domains via Representation Learning. ICLR (2022)
Tiejun J. Xia, Glenn A. Wellbrock, Ming-Fang Huang, Shaobo Han, Yuheng Chen, Milad Salemi, Philip N. Ji, Ting Wang, Yoshiaki Aono
Field Trial of Abnormal Activity Detection and Threat Level Assessment with Fiber Optic Sensing for Telecom Infrastructure Protection. OFC (2021)
You Lu, Yue Tian, Shaobo Han, Eric Cosatto, Sarper Ozharar, Yangmin Ding
Automatic Fine-Grained Localization of Utility Pole Landmarks on Distributed Acoustic Sensing Traces Based on Bilinear Resnets. ICASSP (2021)
Zhili Feng, Shaobo Han, Simon S. Du
Provable Adaptation across Multiway Domains via Representation Learning. CoRR (2021)
Tingfeng Li, Yuheng Chen, Ming-Fang Huang, Shaobo Han, Ting Wang
Vehicle Run-off-Road Event Automatic Detection by Fiber Sensing Technology. OFC (2021)
Shaobo Han, David B. Dunson
Supervised Multiscale Dimension Reduction for Spatial Interaction Networks. CoRR (2019)
Shaobo Han, David B. Dunson
Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks. CoRR (2018)
Yunchen Pu, Zhe Gan, Ricardo Henao, Chunyuan Li, Shaobo Han, Lawrence Carin
VAE Learning via Stein Variational Gradient Descent. NIPS (2017)
Yunchen Pu, Zhe Gan, Ricardo Henao, Chunyuan Li, Shaobo Han, Lawrence Carin
Stein Variational Autoencoder. CoRR (2017)
Shaobo Han, Xuejun Liao, David B. Dunson, Lawrence Carin
Variational Gaussian Copula Inference. AISTATS (2016)
Shaobo Han, Xuejun Liao, David B. Dunson, Lawrence Carin
Variational Gaussian Copula Inference. CoRR (2015)
Yan Kaganovsky, Soysal Degirmenci, Shaobo Han, Ikenna Odinaka, David G. Politte, David J. Brady, Joseph A. O'Sullivan, Lawrence Carin
Alternating minimization algorithm with iteratively reweighted quadratic penalties for compressive transmission tomography. Medical Imaging: Image Processing (2015)
Yan Kaganovsky, Shaobo Han, Soysal Degirmenci, David G. Politte, David J. Brady, Joseph A. O'Sullivan, Lawrence Carin
Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson Noise. SIAM J. Imaging Sci. 8 (3) (2015)
Xin Yuan, Vinayak A. Rao, Shaobo Han, Lawrence Carin
Hierarchical Infinite Divisibility for Multiscale Shrinkage. IEEE Trans. Signal Process. 62 (17) (2014)
Shaobo Han, Lin Du, Esther Salazar, Lawrence Carin
Dynamic Rank Factor Model for Text Streams. NIPS (2014)
Shaobo Han, Xuejun Liao, Lawrence Carin
Integrated Non-Factorized Variational Inference. NIPS (2013)
Shaobo Han, Xuejun Liao, Lawrence Carin
Cross-Domain Multitask Learning with Latent Probit Models. ICML (2012)

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Publication Activity (10 Years)

Top Topics

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Shaobo Han