Xiao Li (Shaw)

Xiao Li (Shaw)

AI Researcher and Engineer | Expertise in Foundation Models | Driving Innovation in Multimodal AI

Foundation Models for Error-Bounded Lossy Data Compression

Guaranteed Conditional Diffusion: 3D Block-based Models for Scientific Data Compression
Authors:Jaemoon Lee, Xiao Li, Anand Rangarajan, Sanjay Ranka
Published in: In submission
Foundation Model for Lossy Compression of Spatiotemporal Scientific Data
Authors: Xiao Li, Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Published in: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2025
Machine Learning Techniques for Data Reduction of Climate Applications
Authors: Xiao Li, Qian Gong, Jaemoon Lee, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Published in: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2025
Attention Based Machine Learning Methods for Data Reduction with Guaranteed Error Bounds
Authors: Xiao Li, Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Published in: IEEE International Conference on Big Data 2024
Hybrid Approaches for Data Reduction of Spatiotemporal Scientific Applications
Authors: Xiao Li, Qian Gong, Jaemoon Lee, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Published in: Data Compression Conference 2024
Machine Learning Techniques for Data Reduction of CFD Applications
Authors: Jaemoon Lee, Ki Sung Jung, Qian Gong, Xiao Li, Scott Klasky, Jacqueline Chen, Anand Rangarajan, Sanjay Ranka
Published in: Under Review of The International Conference on Contemporary Computing (I3C) 2025

Smart Transportation and Point Cloud Processing

An Efficient Semi-Automated Scheme for Infrastructure Lidar Annotation
Authors: Aotian Wu, Pan He, Xiao Li, Ke Chen, Sanjay Ranka, Anand Rangarajan
Published in: IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2024
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications
Authors: Xiao Li, Pan He, Aotian Wu, Sanjay Ranka, Anand Rangarajan
Published in: IEEE Intelligent Transportation Systems Conference (ITSC) 2023
An Efficient Semi-Automated Scheme for LiDAR Annotation and A Benchmark Infrastructure Dataset
Authors: Aotian Wu, Pan He, Xiao Li, Ke Chen, Sanjay Ranka, Anand Rangarajan
Published in: ML4IoT Workshop@ICLR'2023

Advanced Human Pose and Identity Recognition Techniques

Computer-Aided Autism Spectrum Disorder Diagnosis with Behavior Signal Processing
Authors: Ming Cheng, Yingying Zhang, Yixiang Xie, Yueran Pan, Xiao Li, Wenxing Liu, etc.
Published in: Sensors 2018
Accurate Head Pose Estimation Using Image Rectification and A Lightweight Convolutional Neural Network
Authors: Xiao Li, Dong Zhang, Ming Li, Dah-Jye Lee
Published in: IEEE Transactions on Multimedia 2022
Concurrent Two-factor Identify Verification Using Facial Identity and Facial Actions
Authors: Zheng Sun, Dah-Jye Lee, Dong Zhang, Xiao Li
Published in: Electronic Imaging 2021
Inverse Piezoresistive Nanocomposite Sensors for Identifying Human Sitting Posture
Authors: Zhe Qian, Anton E Bowden, Dong Zhang, Jia Wan, Wei Liu, Xiao Li, Daniel Baradoy, David T Fullwood
Published in: Sensors 2018