Cross-Domain Multitask Learning with Latent Probit Models. - Shaobo Han; Xuejun Liao; Lawrence Carin (ICML, 2012)

Integrated Non-Factorized Variational Inference. - Shaobo Han; Xuejun Liao; Lawrence Carin (NIPS, 2013)

Dynamic Rank Factor Model for Text Streams. - Shaobo Han; Lin Du; Esther Salazar; Lawrence Carin (NIPS, 2014)

Hierarchical Infinite Divisibility for Multiscale Shrinkage. - Xin Yuan 002; Vinayak A. Rao; Shaobo Han; Lawrence Carin (IEEE Trans. Signal Process., 2014)

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 (Image Processing, 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)

Variational Gaussian Copula Inference. - Shaobo Han; Xuejun Liao; David B. Dunson; Lawrence Carin (AISTATS, 2016)

Bayesian Learning with Dependency Structures via Latent Factors, Mixtures, and Copulas. - Shaobo Han (2016)

VAE Learning via Stein Variational Gradient Descent. - Yunchen Pu; Zhe Gan; Ricardo Henao; Chunyuan Li; Shaobo Han; Lawrence Carin (NIPS, 2017)

Stein Variational Autoencoder. - Yunchen Pu; Zhe Gan; Ricardo Henao; Chunyuan Li; Shaobo Han; Lawrence Carin (CoRR, 2017)

Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks. - Shaobo Han; David B. Dunson (CoRR, 2018)

Supervised Multiscale Dimension Reduction for Spatial Interaction Networks. - Shaobo Han; David B. Dunson (CoRR, 2019)

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 (ICASSP, 2021)

Vehicle Run-off-Road Event Automatic Detection by Fiber Sensing Technology. - Tingfeng Li; Yuheng Chen; Ming-Fang Huang; Shaobo Han; Ting Wang 016 (OFC, 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 016; Yoshiaki Aono (OFC, 2021)

Provable Adaptation across Multiway Domains via Representation Learning. - Zhili Feng; Shaobo Han; Simon Shaolei Du (ICLR, 2022)

Learning Transferable Reward for Query Object Localization with Policy Adaptation. - Tingfeng Li; Shaobo Han; Martin Renqiang Min; Dimitris N. Metaxas (ICLR, 2022)

Employing Fiber Sensing and On-Premise AI Solutions for Cable Safety Protection over Telecom Infrastructure. - Ting Wang 016; Ming-Fang Huang; Shaobo Han; Chaitanya Narisetty (OFC, 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 016 (OECC/PSC, 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 016 (OECC/PSC, 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; et al. (Proc. IEEE, 2022)

Exploring Compositional Visual Generation with Latent Classifier Guidance. - Changhao Shi; Haomiao Ni; Kai Li 012; Shaobo Han; Mingfu Liang; Martin Renqiang Min (CVPR Workshops, 2023)

Polarization Sensing Using Polarization Rotation Matrix Eigenvalue Method. - Fatih Yaman; Yang Li; Shaobo Han; Takanori Inoue; Eduardo Mateo 001; Yoshihisa Inada (OFC, 2023)

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 016; James M. Moore (CVPR Workshops, 2024)

VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks. - Yang Li 146; Shaobo Han; Shihao Ji 001 (NeurIPS, 2024)

Multi-Span Optical Power Spectrum Prediction using ML-based EDFA Models and Cascaded Learning. - Zehao Wang; Yue-Kai Huang; Shaobo Han; Ting Wang 016; Dan Kilper; Tingjun Chen (OFC, 2024)

Organic Thermoelectric Materials for Wearable Electronic Devices. - Runfeng Xiao; Xiaoyan Zhou; Chan Zhang; Xi Liu; Shaobo Han; Canyan Che (Sensors, 2024)

Text-guided Device-realistic Sound Generation for Fiber-based Sound Event Classification. - Wataru Kohno; Noriyuki Tonami; Jian Fang; Shaobo Han; Jingchen Sun; Ting Wang (ICASSP, 2025)

CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition. - Jingchen Sun; Shaobo Han; Wataru Kohno; Changyou Chen (ICASSP, 2025)

Dual Privacy Protection for Distributed Fiber Sensing with Disaggregated Inference and Fine-tuning of Memory-Augmented Networks. - Shaobo Han; Philip N. Ji; Ting Wang 016 (OFC, 2025)

Field Trials of Manhole Localization and Condition Diagnostics by Using Ambient Noise and Temperature Data with AI in a Real-Time Integrated Fiber Sensing System. - Ming-Fang Huang; Shaobo Han; Yaowen Li; Glenn A. Wellbrock; Tiejun J. Xia; Scott Kotria; James M. Moore; Philip N. Ji; Tingfeng Li; Yuheng Chen; Ting Wang 016; Yoshiaki Aono (OFC, 2025)

Field Tests of AI-Driven Road Deformation Detection Leveraging Ambient Noise over Deployed Fiber Networks. - Tingfeng Li; Ming-Fang Huang; Shaobo Han; Yaowen Li; Glenn A. Wellbrock; Tiejun J. Xia; Scott Kotria; James M. Moore; Ting Wang 016 (OFC, 2025)

Scalable Machine Learning Models for Optical Transmission System Management. - Zehao Wang; Agastya Raj; Giacomo Borraccini; Shaobo Han; Yue-Kai Huang; Ting Wang 016; Marco Ruffini; Dan Kilper; Tingjun Chen (OFC, 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)

Uni-LoRA: One Vector is All You Need. - Kaiyang Li 001; Shaobo Han; Qing Su; Wei Li 059; Zhipeng Cai 001; Shihao Ji 001 (CoRR, 2025)