2025
Accelerating machine learning queries with linear algebra query processing.
Distributed Parallel Databases, December, 2025
Accessible and Portable LLM Inference by Compiling Computational Graphs into SQL.
CoRR, February, 2025
Ilargi: a GPU Compatible Factorized ML Model Training Framework.
CoRR, February, 2025
A Layered Multi-Expert Framework for Long-Context Mental Health Assessments.
CoRR, January, 2025
LSTM Network Assisted Construction of the Angle-Dependent Point Spread Function and Its Applications in Seismic Imaging.
IEEE Trans. Geosci. Remote. Sens., 2025
Database is All You Need: Serving LLMs with Relational Queries.
Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025
2024
Amalur: The Convergence of Data Integration and Machine Learning.
IEEE Trans. Knowl. Data Eng., December, 2024
Lidar-Observed Diel Vertical Variations of Inland Chlorophyll a Concentration.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Remote. Sens., October, 2024
Three-Dimensional Posture Estimation of Vehicle Occupants Using Depth and Infrared Images.
Sensors, September, 2024
Optimal Control of Connected Autonomous Vehicles in a Mixed Traffic Corridor.
IEEE Trans. Intell. Transp. Syst., May, 2024
WOOD: Wasserstein-Based Out-of-Distribution Detection.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024
Simultaneous Retrieval Algorithm of Water Cloud Optical and Microphysical Properties by High-Spectral-Resolution Lidar.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
IEEE Trans. Geosci. Remote. Sens., 2024
Nonstationary Prestack Linear Bayesian Stochastic Inversion.
IEEE Trans. Geosci. Remote. Sens., 2024
An Efficient Immersed Free Surface Boundary Method for 3-D Scalar Seismic Waves Finite-Difference Modeling in Presence of Topography.
IEEE Trans. Geosci. Remote. Sens., 2024
MD-NeRF: Enhancing Large-Scale Scene Rendering and Synthesis With Hybrid Point Sampling and Adaptive Scene Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2024
Prompting-to-Distill Semantic Knowledge for Few-Shot Learning.
IEEE Geosci. Remote. Sens. Lett., 2024
A new method of large integer prime decomposition for network public key cryptosystem.
Int. J. Secur. Networks, 2024
Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes.
CoRR, 2024
SouLLMate: An Application Enhancing Diverse Mental Health Support with Adaptive LLMs, Prompt Engineering, and RAG Techniques.
CoRR, 2024
SouLLMate: An Adaptive LLM-Driven System for Advanced Mental Health Support and Assessment, Based on a Systematic Application Survey.
CoRR, 2024
CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines.
CoRR, 2024
Neural Radiance Fields for Multi-View Satellite Photogrammetry Leveraging Intrinsic Decomposition.
Proceedings of the IGARSS 2024, 2024
Flower pollination Algorithm based on triple differential evolution and its application in Research on the classification and leveling of power cloud data.
Proceedings of the 2024 16th International Conference on Machine Learning and Computing, 2024
Cross-Source ML Model Training.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Flexible Memory Rotation (FMR): Rotated Representation with Dynamic Regularization to Overcome Catastrophic Forgetting in Continual Knowledge Graph Learning.
Proceedings of the IEEE International Conference on Big Data, 2024
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion.
Proceedings of the IEEE International Conference on Big Data, 2024
2023
Effect of Partially Melting Droplets on Polarimetric and Bi-Spectral Retrieval of Water Cloud Particle Size.
Remote. Sens., March, 2023
Generating Azimuth-Reflection Angle Gathers From Reverse Time Migration Using the High-Dimensional Local Phase Space Approximation of Seismic Wavefields.
IEEE Trans. Geosci. Remote. Sens., 2023
Joint Learning of Semantic Segmentation and Height Estimation for Remote Sensing Image Leveraging Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens., 2023
Automatic Identification of Driving Maneuver Patterns using a Robust Hidden Semi-Markov Models.
CoRR, 2023
SEE-OoD: Supervised Exploration For Enhanced Out-of-Distribution Detection.
CoRR, 2023
Optimizing ML Inference Queries Under Constraints.
Proceedings of the Web Engineering - 23rd International Conference, 2023
An Empirical Performance Comparison between Matrix Multiplication Join and Hash Join on GPUs.
Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023
Amalur: Data Integration Meets Machine Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
2022
Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data.
,
,
,
,
,
,
,
,
,
,
,
IEEE J. Biomed. Health Informatics, 2022
Consistent Least-Squares Reverse Time Migration Using Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2022
Median Stable Clustering and Global Distance Classification for Cross-Domain Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., 2022
Rethinking Monocular Height Estimation From a Classification Task Perspective Leveraging the Vision Transformer.
IEEE Geosci. Remote. Sens. Lett., 2022
Event-triggered control for uncertain stochastic systems under triple network attacks.
J. Frankl. Inst., 2022
Entropy Generation Analysis of the Flow Boiling in Microgravity Field.
Entropy, 2022
Efficient Subgraph Isomorphism using Graph Topology.
CoRR, 2022
Graph-theoretical approach to robust 3D normal extraction of LiDAR data.
CoRR, 2022
A Continual Learning Framework for Adaptive Defect Classification and Inspection.
CoRR, 2022
Precision Radiotherapy via Information Integration of Expert Human Knowledge and AI Recommendation to Optimize Clinical Decision Making.
CoRR, 2022
Precision radiotherapy via information integration of expert human knowledge and AI recommendation to optimize clinical decision making.
Comput. Methods Programs Biomed., 2022
Cross-domain person re-identification by hybrid supervised and unsupervised learning.
Appl. Intell., 2022
Counting and Sampling Orientations on Chordal Graphs.
Proceedings of the WALCOM: Algorithms and Computation, 2022
Sampling and Counting Acyclic Orientations in Chordal Graphs (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Multitarget Real-Time Tracking Algorithm for UAV IoT.
Wirel. Commun. Mob. Comput., 2021
Biclustering Collaborative Learning for Cross-Domain Person Re-Identification.
IEEE Signal Process. Lett., 2021
Semantic Segmentation Leveraging Simultaneous Depth Estimation.
Sensors, 2021
Development of functional connectivity within and among the resting-state networks in anesthetized rhesus monkeys.
NeuroImage, 2021
Robust System Design with Limited Experimental Data and an Inexact Simulation Model.
SIAM/ASA J. Uncertain. Quantification, 2021
ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network.
CoRR, 2021
Stable Median Centre Clustering for Unsupervised Domain Adaptation Person Re-Identification.
Comput. Intell. Neurosci., 2021
Redundancy Removal Adversarial Active Learning Based on Norm Online Uncertainty Indicator.
Comput. Intell. Neurosci., 2021
AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Appl. Soft Comput., 2021
Identification Technology of UAV Based on Micro-Doppler Effect.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
Traffic Prediction for Connected Vehicles on a Signalized Arterial.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
Sampling Partial Acyclic Orientations in Chordal Graphs by the Lovasz Local Lemma (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank.
,
,
,
,
,
,
,
,
,
,
,
,
IEEE J. Biomed. Health Informatics, 2020
Preliminary Research on Depression Treatment: Combination of Transcranial Magnetic Stimulation and MRI-Guided Low-Intensity Focused Ultrasound Pulsation.
J. Medical Imaging Health Informatics, 2020
Mixing of Markov Chains for Independent Sets on Chordal Graphs with Bounded Separators.
Proceedings of the Computing and Combinatorics - 26th International Conference, 2020
Sampling Random Chordal Graphs by MCMC (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Accelerating recommender system training 15x with RAPIDS.
Proceedings of the Workshop on ACM Recommender Systems Challenge, 2019
2018
Equidistribution of dilated curves on nilmanifolds.
J. Lond. Math. Soc., 2018
Dimensionality effect of myoelectric-controlled interface on the coordination of agonist and antagonist muscles during voluntary isometric elbow flexion and extension.
Biomed. Signal Process. Control., 2018
Accelerated Myocardial Viability Imaging Using Both Simultaneous Multi-Slice and Partially Parallel Acquisition.
Proceedings of the 2018 5th International Conference on Biomedical and Bioinformatics Engineering, 2018
2017
CLARREO Pathfinder: On-orbit data matching and sensor inter-calibration.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Investigating Aging-Related Changes in the Coordination of Agonist and Antagonist Muscles Using Fuzzy Entropy and Mutual Information.
Entropy, 2016
Stiffness change of ankle joint during different activations of tibialis anterior muscle.
Proceedings of the 2016 International Conference on Advanced Robotics and Mechatronics, 2016
2015
Agonist-to-antagonist dependency during target-directed isometric elbow flexion and extension.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2013
Uncertainty Estimates for Imager Reference Inter-Calibration With CLARREO Reflected Solar Spectrometer.
IEEE Trans. Geosci. Remote. Sens., 2013
Survey the impact of different rainfall intensities on urban road traffic operations using Macroscopic Fundamental Diagram.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013
Convolution Neural Network for Relation Extraction.
Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013
2008
Side-Face Effect of a Dielectric Strip on Its Optical Properties.
IEEE Trans. Geosci. Remote. Sens., 2008
Numerical Studies of Scattering Properties of Leaves and Leaf Moisture Influences on the Scattering at Microwave Wavelengths.
IEEE Trans. Geosci. Remote. Sens., 2008
Using CERES Data to Evaluate the Infrared Flux Derived From Diffusivity Approximation.
IEEE Geosci. Remote. Sens. Lett., 2008
2004
Computation of electromagnetic characteristics of frozen hydrometeors at millimeter-wave frequencies.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004