Shaobo Han

45 papers A* 4A 1B 1Misc 3Journal 17Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Leveraging deployed telecom cables for distributed fiber sensing topologies and applications.
J. Opt. Commun. Netw.
Scott Kotrla, Ming-Fang Huang, Jian Fang, Shaobo Han, Jamie Lynn, Ezra Ip, Jeffrey A. Mundt, Ting Wang
2026 J jnl
Uncertainty-Aware Knowledge Distillation for Multimodal Large Language Models.
CoRR
Jingchen Sun, Shaobo Han, Deep Patel, Wataru Kohno, Can Jin, Changyou Chen
2025 Misc conf
CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition.
ICASSP
Jingchen Sun, Shaobo Han, Wataru Kohno, Changyou Chen
2025 J jnl
CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition.
CoRR
Jingchen Sun, Shaobo Han, Wataru Kohno, Changyou Chen
2025 — conf
Computation Stability Tracking Using Data Anchors for Fiber Rayleigh-Based Nonlinear Random Projection System.
ECOC
Giacomo Borraccini, Yue-Kai Huang, Shaobo Han, Giovanni Milione, Ting Wang
2025 — conf
Dual Privacy Protection for Distributed Fiber Sensing with Disaggregated Inference and Fine-tuning of Memory-Augmented Networks.
OFC
Shaobo Han, Philip N. Ji, Ting Wang
2025 — conf
Energy-based Generative Models for Distributed Acoustic Sensing Event Classification in Telecom Networks.
ECOC
Shaobo Han, Ming-Fang Huang, Tingfeng Li, Scott Kotrla, Jeffrey A. Mundt, Ting Wang, Yoshiaki Aono
2025 — conf
Field Tests of AI-Driven Road Deformation Detection Leveraging Ambient Noise over Deployed Fiber Networks.
OFC
Tingfeng Li, Ming-Fang Huang, Shaobo Han, Yaowen Li, Glenn A. Wellbrock, Tiejun J. Xia, Scott Kotria, James M. Moore, Ting Wang
2025 — conf
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.
OFC
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, Yoshiaki Aono
2025 J jnl
Multi-span optical power spectrum prediction using cascaded learning with one-shot end-to-end measurement.
J. Opt. Commun. Netw.
Zehao Wang, Yue-Kai Huang, Shaobo Han, Daniel C. Kilper, Tingjun Chen
2025 — conf
Scalable Machine Learning Models for Optical Transmission System Management.
OFC
Zehao Wang, Agastya Raj, Giacomo Borraccini, Shaobo Han, Yue-Kai Huang, Ting Wang, Marco Ruffini, Dan Kilper, Tingjun Chen
2025 Misc conf
Text-guided Device-realistic Sound Generation for Fiber-based Sound Event Classification.
ICASSP
Wataru Kohno, Noriyuki Tonami, Jian Fang, Shaobo Han, Jingchen Sun, Ting Wang
2025 J jnl
Uni-LoRA: One Vector is All You Need.
CoRR
Kaiyang Li, Shaobo Han, Qing Su, Wei Li, Zhipeng Cai, Shihao Ji
2024 — conf
Multi-Span Optical Power Spectrum Prediction using ML-based EDFA Models and Cascaded Learning.
OFC
Zehao Wang, Yue-Kai Huang, Shaobo Han, Ting Wang, Dan Kilper, Tingjun Chen
2024 J jnl
Organic Thermoelectric Materials for Wearable Electronic Devices.
Sensors
Runfeng Xiao, Xiaoyan Zhou, Chan Zhang, Xi Liu, Shaobo Han, Canyan Che
2024 — conf
Seeing the Vibration from Fiber-Optic Cables: Rain Intensity Monitoring using Deep Frequency Filtering.
CVPR Workshops
Zhuocheng Jiang, Yangmin Ding, Junhui Zhao, Yue Tian, Shaobo Han, Sarper Ozharar, Ting Wang, James M. Moore
2024 A* conf
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks.
NeurIPS
Yang Li, Shaobo Han, Shihao Ji
2024 J jnl
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks.
CoRR
Yang Li, Shaobo Han, Shihao Ji
2023 — conf
Exploring Compositional Visual Generation with Latent Classifier Guidance.
CVPR Workshops
Changhao Shi, Haomiao Ni, Kai Li, Shaobo Han, Mingfu Liang, Martin Renqiang Min
2023 J jnl
Exploring Compositional Visual Generation with Latent Classifier Guidance.
CoRR
Changhao Shi, Haomiao Ni, Kai Li, Shaobo Han, Mingfu Liang, Martin Renqiang Min
2023 — conf
Polarization Sensing Using Polarization Rotation Matrix Eigenvalue Method.
OFC
Fatih Yaman, Yang Li, Shaobo Han, Takanori Inoue, Eduardo Mateo, Yoshihisa Inada
2022 — conf
Employing Fiber Sensing and On-Premise AI Solutions for Cable Safety Protection over Telecom Infrastructure.
OFC
Ting Wang, Ming-Fang Huang, Shaobo Han, Chaitanya Narisetty
2022 — conf
Evolution of Fiber Infrastructure - From Data Transmission to Network Sensing.
OECC/PSC
Ming-Fang Huang, Jian Fang, Shaobo Han, Ezra Ip, Yue-Kai Huang, Ting Wang
2022 — conf
Field Tests of Impulsive Acoustic Event Detection, Localization, and Classification Over Telecom Fiber Networks.
OECC/PSC
Ming-Fang Huang, Jian Fang, Shaobo Han, Zhuocheng Jiang, Sarper Ozharar, Yuheng Chen, Tomoyuki Hino, Ting Wang
2022 A* conf
Learning Transferable Reward for Query Object Localization with Policy Adaptation.
ICLR
Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas
2022 J jnl
Learning Transferable Reward for Query Object Localization with Policy Adaptation.
CoRR
Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas
2022 A* conf
Provable Adaptation across Multiway Domains via Representation Learning.
ICLR
Zhili Feng, Shaobo Han, Simon Shaolei Du
2022 J jnl
Using Global Existing Fiber Networks for Environmental Sensing.
Proc. IEEE
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
2021 Misc conf
Automatic Fine-Grained Localization of Utility Pole Landmarks on Distributed Acoustic Sensing Traces Based on Bilinear Resnets.
ICASSP
You Lu, Yue Tian, Shaobo Han, Eric Cosatto, Sarper Ozharar, Yangmin Ding
2021 — conf
Field Trial of Abnormal Activity Detection and Threat Level Assessment with Fiber Optic Sensing for Telecom Infrastructure Protection.
OFC
Tiejun J. Xia, Glenn A. Wellbrock, Ming-Fang Huang, Shaobo Han, Yuheng Chen, Milad Salemi, Philip N. Ji, Ting Wang, Yoshiaki Aono
2021 J jnl
Provable Adaptation across Multiway Domains via Representation Learning.
CoRR
Zhili Feng, Shaobo Han, Simon S. Du
2021 — conf
Vehicle Run-off-Road Event Automatic Detection by Fiber Sensing Technology.
OFC
Tingfeng Li, Yuheng Chen, Ming-Fang Huang, Shaobo Han, Ting Wang
2019 J jnl
Supervised Multiscale Dimension Reduction for Spatial Interaction Networks.
CoRR
Shaobo Han, David B. Dunson
2018 J jnl
Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks.
CoRR
Shaobo Han, David B. Dunson
2017 J jnl
Stein Variational Autoencoder.
CoRR
Yunchen Pu, Zhe Gan, Ricardo Henao, Chunyuan Li, Shaobo Han, Lawrence Carin
2017 — conf
VAE Learning via Stein Variational Gradient Descent.
NIPS
Yunchen Pu, Zhe Gan, Ricardo Henao, Chunyuan Li, Shaobo Han, Lawrence Carin
2016 — —
Bayesian Learning with Dependency Structures via Latent Factors, Mixtures, and Copulas.
Shaobo Han
2016 A conf
Variational Gaussian Copula Inference.
AISTATS
Shaobo Han, Xuejun Liao, David B. Dunson, Lawrence Carin
2015 J jnl
Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson Noise.
SIAM J. Imaging Sci.
Yan Kaganovsky, Shaobo Han, Soysal Degirmenci, David G. Politte, David J. Brady, Joseph A. O'Sullivan, Lawrence Carin
2015 B conf
Alternating minimization algorithm with iteratively reweighted quadratic penalties for compressive transmission tomography.
Image Processing
Yan Kaganovsky, Soysal Degirmenci, Shaobo Han, Ikenna Odinaka, David G. Politte, David J. Brady, Joseph A. O'Sullivan, Lawrence Carin
2015 J jnl
Variational Gaussian Copula Inference.
CoRR
Shaobo Han, Xuejun Liao, David B. Dunson, Lawrence Carin
2014 — conf
Dynamic Rank Factor Model for Text Streams.
NIPS
Shaobo Han, Lin Du, Esther Salazar, Lawrence Carin
2014 J jnl
Hierarchical Infinite Divisibility for Multiscale Shrinkage.
IEEE Trans. Signal Process.
Xin Yuan, Vinayak A. Rao, Shaobo Han, Lawrence Carin
2013 — conf
Integrated Non-Factorized Variational Inference.
NIPS
Shaobo Han, Xuejun Liao, Lawrence Carin
2012 A* conf
Cross-Domain Multitask Learning with Latent Probit Models.
ICML
Shaobo Han, Xuejun Liao, Lawrence Carin