FIU Discovery

Addressing Structural Distribution Shift in Explanations for Graph Neural Networks.  IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 

Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape.  ACM SIGKDD Explorations Newsletter.  27:62-78.

Minimal risk of Rabies lyssavirus spillover from bats in Israel: findings from long-term surveillance.  FRONTIERS IN MICROBIOLOGY.  16.

CURENet: combining unified representations for efficient chronic disease prediction.  Health Information Science and Systems.  14.

Learning Granularity-Aware Affordances From Human-Object Interaction for Tool-Based Functional Dexterous Grasping.  IEEE Transactions on Neural Networks and Learning Systems.  36:19589-19603.

Multi-Keypoint Affordance Representation for Functional Dexterous Grasping.  IEEE ROBOTICS AND AUTOMATION LETTERS.  10:10306-10313.

DyExplainer: Self-explainable Dynamic Graph Neural Network with Sparse Attentions.  ACM Transactions on Knowledge Discovery from Data.  19.

Biosynthesized Gold Nanoparticles for Surface-enhanced Raman Spectroscopic Detection of Nicotine in Tobacco.  Sensors and Materials.  37:3431-3445.

Joint Retrieval of Ozone Profile in Near Space Based on the Atmospheric and Near Infrared Atmospheric Bands of O₂ Airglow.  IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING.  63.

Retrieval of thermosphere temperature based on O(1S) and O(1D) airglow observations from MIGHTI/ICON.  OPTICS EXPRESS.  33:43505-43525.

Aptamer-functionalized gold nanoparticles for fast and selective electrochemical sensing of lead in tobacco.  International Journal of Electrochemical Science.  19.

WO3@MOF heterostructure in-situ transformed and deposited on La-Bi2WO6-BiFeWOx composite with enhanced photocatalytic performance for degradation of harmful and toxic substances produced by tobacco.  CHEMICAL ENGINEERING JOURNAL.  499.

Large language multimodal models for new-onset type 2 diabetes prediction using five-year cohort electronic health records.  SCIENTIFIC REPORTS.  14.

Biosynthesized gold nanoparticles for enhanced determination of nicotine in heated tobacco products.  International Journal of Electrochemical Science.  19.

Towards Inductive and Efficient Explanations for Graph Neural Networks.  IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE.  46:5245-5259.

Nicotine detection in tobacco samples via a molecularly imprinted polymers sensing platform.  International Journal of Electrochemical Science.  19.

MOGAT: A Multi-Omics Integration Framework Using Graph Attention Networks for Cancer Subtype Prediction.  International Journal of Molecular Sciences.  25.

Effects of different stress conditions on the production, bioactivities, physicochemical and structural characteristics of exopolysaccharides synthetized by Schleiferilactobacillus harbinensis Z171.  International Journal of Biological Macromolecules.  257.

Ecological factors associated with child sexual abuse among 15-to 17-year-old adolescents in mainland China: implications for intervention.  FRONTIERS IN PUBLIC HEALTH.  11.

Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment.  ACM Transactions on Intelligent Systems and Technology.  14.

Random Walk on Multiple Networks.  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING.  35:8417-8430.

Construction of CoS@ZnIn₂S₄-Ce heterostructured cage for high-efficiently photocatalytic degradation of the contaminants produced by tobacco.  CHEMICAL ENGINEERING JOURNAL.  457.

Antibiofilm and Antiquorum Sensing Potential of Lactiplantibacillus plantarum Z057 against Vibrio parahaemolyticus.  Foods.  11.

Prevalence of and factors associated with unintended pregnancies among sexually active undergraduates in mainland China.  Reproductive Health.  19.

A Collective Approach to Scholar Name Disambiguation.  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING.  34:2020-2032.

Effect of glucose oxidase treatment on the aroma qualities and release of cooked off-odor components from heat-treated Hami melon juice.  Food Chemistry.  371.

Isolation and identification of putative precursors of the volatile sulfur compounds and their inhibition methods in heat-sterilized melon juices.  Food Chemistry.  343.

Production of high sensory quality Shiitake mushroom (Lentinus edodes) by pulsed air-impingement jet drying (AID) technique.  Food Chemistry.  341.

ZIF-8-derived ZnS-Ni₃Fe-Ni co-loaded N-doped porous carbon for efficient hydrogen evolution reaction catalysis.  JOURNAL OF ELECTROANALYTICAL CHEMISTRY.  879.

Memory-based random walk for multi-query local community detection.  Knowledge and Information Systems.  62:2067-2101.

Characterization of Key Aroma Compounds in Raw and Roasted Peas (Pisum sativum L.) by Application of Instrumental and Sensory Techniques.  Journal of Agricultural and Food Chemistry.  68:2718-2727.

Bang-Bang Property of Time Optimal Control for a Kind of Microwave Heating Problem.  JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS.  183:317-331.

Study of the Inhibitors of Cooked Off-Flavor Components in Heat-Treated XiZhou Melon Juice.  Journal of Agricultural and Food Chemistry.  67:10401-10411.

Effect of cooking on aroma profiles of Chinese foxtail millet (Setaria italica) and correlation with sensory quality.  Food Chemistry.  289:680-692.

The Time-Optimal Control Problem of a Kind of Petrowsky System.  MATHEMATICS.  7.

Characterization of Diversity and Probiotic Efficiency of the Autochthonous Lactic Acid Bacteria in the Fermentation of Selected Raw Fruit and Vegetable Juices.  FRONTIERS IN MICROBIOLOGY.  9.

Comparative study of high hydrostatic pressure and high temperature short time processing on quality of clear and cloudy Se-enriched kiwifruit juices.  Innovative Food Science and Emerging Technologies.  49:1-12.

Identification of Cooked Off-Flavor Components and Analysis of Their Formation Mechanisms in Melon Juice during Thermal Processing.  Journal of Agricultural and Food Chemistry.  66:5612-5620.

Geographical origin identification and quality control of Chinese chrysanthemum flower teas using gas chromatography-mass spectrometry and olfactometry and electronic nose combined with principal component analysis.  International Journal of Food Science and Technology.  52:714-723.

Se in Se-enriched peanut, and losses during peanut protein preparation.  International Journal of Food Science and Technology.  52:843-850.

Retrieval-Augmented Graph Explanation with LLM-Based Bayesian Inference.  54-74.

3DGraphX: Explaining 3D Molecular Graph Models via Incorporating Chemical Priors.  859-870.

A Feasibility Study on Using LoRa Link Characteristics to Predict Ambient Air Temperature.  2017 IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS).

Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery.  Proceedings of the Annual Meeting of the Association for Computational Linguistics. 636-660.

F-FIDELITY: A ROBUST FRAMEWORK FOR FAITHFULNESS EVALUATION OF EXPLAINABLE AI.  94386-94418.

Harnessing Vision Models for Time Series Analysis: A Survey.  10612-10620.

Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks.  3740-3751.

MEDPLAN: A Two-Stage RAG-Based System for Personalized Medical Plan Generation.  1072-1082.

NEUROTREE: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders.  Proceedings of Machine Learning Research. 13845-13869.

Polynomial Selection in Spectral Graph Neural Networks: An Error-Sum of Function Slices Approach.  3276-3287.

Reasoning with Knowledge Graphs for Trustworthy Course Recommendation

Sensorless Air Temperature Sensing using LoRa Link Characteristics.  2024 20TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SMART SYSTEMS AND THE INTERNET OF THINGS, DCOSS-IOT 2024. 1-8.

Breaking the Bot Barrier: Evaluating Adversarial AI Techniques Against Multi-Modal Defense Models.  646-649.

EXPLAINING TIME SERIES VIA CONTRASTIVE AND LOCALLY SPARSE PERTURBATIONS

Factorized Explainer for Graph Neural Networks.  THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE. 12626-12634.

Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks.  Proceedings of Machine Learning Research.

Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling.  4479-4489.

PARAMETRIC AUGMENTATION FOR TIME SERIES CONTRASTIVE LEARNING

Rank Supervised Contrastive Learning for Time Series Classification.  Proceedings - IEEE International Conference on Data Mining, ICDM. 839-844.

RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks.  Advances in Neural Information Processing Systems.

Shape-aware Graph Spectral Learning.  2692-2701.

TIMEX++: Learning Time-Series Explanations with Information Bottleneck.  Proceedings of Machine Learning Research. 32062-32082.

TOWARDS ROBUST FIDELITY FOR EVALUATING EX-PLAINABILITY OF GRAPH NEURAL NETWORKS

MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation.  3286-3296.

Time Series Contrastive Learning with Information-Aware Augmentations.  THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE. 4534-4542.

Towards Faithful and Consistent Explanations for Graph Neural Networks.  634-642.

Unsafe Behavior Detection with Adaptive Contrastive Learning in Industrial Control Systems.  2023 IEEE EUROPEAN SYMPOSIUM ON SECURITY AND PRIVACY WORKSHOPS, EUROS&PW. 363-369.

Personalized Federated Learning via Heterogeneous Modular Networks.  Proceedings - IEEE International Conference on Data Mining, ICDM. 1197-1202.

TopoImb: Toward Topology-level Imbalance in Learning from Graphs.  Proceedings of Machine Learning Research.

MOLECULAR BARRIERS TO SARS-COV-2 REPLICATION IN BAT CELLS.  AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE. 57-57.

A Collective Approach to Scholar Name Disambiguation.  26TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING ICDE 2010. 2317-2318.

Deep multi-instance contrastive learning with dual attention for anomaly precursor detection.  91-99.

InfoGCL: Information-Aware Graph Contrastive Learning.  Advances in Neural Information Processing Systems.

Learning to Drop: Robust Graph Neural Network via Topological Denoising.  779-787.

Deep Multi-Graph Clustering via Attentive Cross-Graph Association.  393-401.

Local Community Detection in Multiple Networks.  266-274.

Parameterized Explainer for Graph Neural Network.  Advances in Neural Information Processing Systems.

Adaptive Neural Network for Node Classification in Dynamic Networks.  Proceedings - IEEE International Conference on Data Mining, ICDM. 1402-1407.

An Optimal Control Economy Model of Investing in Three Industries for a Region and Some Properties.  Journal of Physics : Conference Series.

Constrained Local Graph Clustering by Colored Random Walk.  2137-2146.

Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs.  3947-3953.

Local graph clustering by multi-network random walk with restart.  LECTURE NOTES IN COMPUTER SCIENCE. 490-501.

On Multi-Query Local Community Detection.  Proceedings - IEEE International Conference on Data Mining, ICDM. 9-18.

Query Independent Scholarly Article Ranking.  26TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING ICDE 2010. 953-964.

A novel method for removal of DC component in non-sinusoidal signals of power systems.  1190-1197.

Harmonic frequency estimation of power systems.  1207-1214.

Memory-based random walk for multi-query local community detection (pg 1, 2019).  Knowledge and Information Systems. 2103-2104.

Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning

Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks

LM$^2$otifs : An Explainable Framework for Machine-Generated Texts Detection

Polynomial Selection in Spectral Graph Neural Networks: An Error-Sum of Function Slices Approach

Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling

Shape-aware Graph Spectral Learning

Parametric Augmentation for Time Series Contrastive Learning

Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment

MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation

Self-Explainable Graph Neural Networks for Link Prediction

TopoImb: Toward Topology-level Imbalance in Learning from Graphs

Towards Faithful and Consistent Explanations for Graph Neural Networks

Personalized Federated Learning via Heterogeneous Modular Networks

InfoGCL: Information-Aware Graph Contrastive Learning

Learning to Drop: Robust Graph Neural Network via Topological Denoising

Parameterized Explainer for Graph Neural Network

Chiseling the Graph: An Edge-Sculpting Method for Explaining Graph Neural Networks

Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning.  THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE. 20481-20489.

Mechanisms underlying the formation of main volatile odor sulfur compounds in foods during thermal processing.  Comprehensive Reviews in Food Science and Food Safety.