Scholarly & Creative Works
selected scholarly works & creative activities
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Article
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2026Addressing Structural Distribution Shift in Explanations for Graph Neural Networks. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 48:10976-10990.Full Text via DOI: 10.1109/TPAMI.2026.3690304
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2025Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape. ACM SIGKDD Explorations Newsletter. 27:62-78.Full Text via DOI: 10.1145/3787470.3787476
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2025Minimal risk of Rabies lyssavirus spillover from bats in Israel: findings from long-term surveillance. FRONTIERS IN MICROBIOLOGY. 16.Full Text via DOI: 10.3389/fmicb.2025.1707522 Web of Science: 001644720000001
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2025CURENet: combining unified representations for efficient chronic disease prediction. Health Information Science and Systems. 14.Full Text via DOI: 10.1007/s13755-025-00396-w Web of Science: 001625484700001
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2025Learning Granularity-Aware Affordances From Human-Object Interaction for Tool-Based Functional Dexterous Grasping. IEEE Transactions on Neural Networks and Learning Systems. 36:19589-19603.Full Text via DOI: 10.1109/TNNLS.2025.3591538 Web of Science: 001542546200001
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2025Multi-Keypoint Affordance Representation for Functional Dexterous Grasping. IEEE ROBOTICS AND AUTOMATION LETTERS. 10:10306-10313.Full Text via DOI: 10.1109/LRA.2025.3601041 Web of Science: 001560192400004
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2025DyExplainer: Self-explainable Dynamic Graph Neural Network with Sparse Attentions. ACM Transactions on Knowledge Discovery from Data. 19.Full Text via DOI: 10.1145/3729173 Web of Science: 001506118300011
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2025Biosynthesized Gold Nanoparticles for Surface-enhanced Raman Spectroscopic Detection of Nicotine in Tobacco. Sensors and Materials. 37:3431-3445.Full Text via DOI: 10.18494/SAM5808 Web of Science: 001546657400001
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2025Joint 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.Full Text via DOI: 10.1109/TGRS.2025.3598100 Web of Science: 001556058500006
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2025Retrieval of thermosphere temperature based on O(1S) and O(1D) airglow observations from MIGHTI/ICON. OPTICS EXPRESS. 33:43505-43525.Full Text via DOI: 10.1364/OE.568976 Web of Science: 001604497300003
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2024Aptamer-functionalized gold nanoparticles for fast and selective electrochemical sensing of lead in tobacco. International Journal of Electrochemical Science. 19.Full Text via DOI: 10.1016/j.ijoes.2024.100858 Web of Science: 001349594300001
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2024WO3@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.Full Text via DOI: 10.1016/j.cej.2024.156508 Web of Science: 001335242600001
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2024Large language multimodal models for new-onset type 2 diabetes prediction using five-year cohort electronic health records. SCIENTIFIC REPORTS. 14.Full Text via DOI: 10.1038/s41598-024-71020-2 Web of Science: 001307989400002
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2024Biosynthesized gold nanoparticles for enhanced determination of nicotine in heated tobacco products. International Journal of Electrochemical Science. 19.Full Text via DOI: 10.1016/j.ijoes.2024.100721 Web of Science: 001283066000001
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2024Towards Inductive and Efficient Explanations for Graph Neural Networks. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 46:5245-5259.Full Text via DOI: 10.1109/TPAMI.2024.3362584 Web of Science: 001262841000017
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2024Nicotine detection in tobacco samples via a molecularly imprinted polymers sensing platform. International Journal of Electrochemical Science. 19.Full Text via DOI: 10.1016/j.ijoes.2024.100592 Web of Science: 001240978700001
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2024MOGAT: A Multi-Omics Integration Framework Using Graph Attention Networks for Cancer Subtype Prediction. International Journal of Molecular Sciences. 25.Full Text via DOI: 10.3390/ijms25052788 Web of Science: 001182725500001
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2024Effects 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.Full Text via DOI: 10.1016/j.ijbiomac.2023.128675 Web of Science: 001137984100001
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2023Ecological factors associated with child sexual abuse among 15-to 17-year-old adolescents in mainland China: implications for intervention. FRONTIERS IN PUBLIC HEALTH. 11.Full Text via DOI: 10.3389/fpubh.2023.1169669 Web of Science: 001092199200001
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2023Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment. ACM Transactions on Intelligent Systems and Technology. 14.Full Text via DOI: 10.1145/3616542 Web of Science: 001087277500016
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2023Random Walk on Multiple Networks. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 35:8417-8430.Full Text via DOI: 10.1109/TKDE.2022.3221668 Web of Science: 001033571000056
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2023Construction of CoS@ZnIn2S4-Ce heterostructured cage for high-efficiently photocatalytic degradation of the contaminants produced by tobacco. CHEMICAL ENGINEERING JOURNAL. 457.Full Text via DOI: 10.1016/j.cej.2022.141172 Web of Science: 000916113400001
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2022Antibiofilm and Antiquorum Sensing Potential of Lactiplantibacillus plantarum Z057 against Vibrio parahaemolyticus. Foods. 11.Full Text via DOI: 10.3390/foods11152230 Web of Science: 000839895000001
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2022Prevalence of and factors associated with unintended pregnancies among sexually active undergraduates in mainland China. Reproductive Health. 19.Full Text via DOI: 10.1186/s12978-022-01461-3 Web of Science: 000827738800002
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2022A Collective Approach to Scholar Name Disambiguation. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 34:2020-2032.Full Text via DOI: 10.1109/TKDE.2020.3011674 Web of Science: 000777332000001
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2022Effect of glucose oxidase treatment on the aroma qualities and release of cooked off-odor components from heat-treated Hami melon juice. Food Chemistry. 371.Full Text via DOI: 10.1016/j.foodchem.2021.131166 Web of Science: 000706379100007
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2021Isolation and identification of putative precursors of the volatile sulfur compounds and their inhibition methods in heat-sterilized melon juices. Food Chemistry. 343.Full Text via DOI: 10.1016/j.foodchem.2020.128459 Web of Science: 000605477300015
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2021Production of high sensory quality Shiitake mushroom (Lentinus edodes) by pulsed air-impingement jet drying (AID) technique. Food Chemistry. 341.Full Text via DOI: 10.1016/j.foodchem.2020.128290 Web of Science: 000600833700005
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2020ZIF-8-derived ZnS-Ni3Fe-Ni co-loaded N-doped porous carbon for efficient hydrogen evolution reaction catalysis. JOURNAL OF ELECTROANALYTICAL CHEMISTRY. 879.Full Text via DOI: 10.1016/j.jelechem.2020.114804 Web of Science: 000602857900017
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2020Memory-based random walk for multi-query local community detection. Knowledge and Information Systems. 62:2067-2101.Full Text via DOI: 10.1007/s10115-019-01398-3 Web of Science: 000527968600014
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2020Characterization 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.Full Text via DOI: 10.1021/acs.jafc.9b07711 Web of Science: 000518702100013
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2019Bang-Bang Property of Time Optimal Control for a Kind of Microwave Heating Problem. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. 183:317-331.Full Text via DOI: 10.1007/s10957-019-01559-y Web of Science: 000478889700016
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2019Study of the Inhibitors of Cooked Off-Flavor Components in Heat-Treated XiZhou Melon Juice. Journal of Agricultural and Food Chemistry. 67:10401-10411.Full Text via DOI: 10.1021/acs.jafc.9b03398 Web of Science: 000486362000013
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2019Effect of cooking on aroma profiles of Chinese foxtail millet (Setaria italica) and correlation with sensory quality. Food Chemistry. 289:680-692.Full Text via DOI: 10.1016/j.foodchem.2019.03.108 Web of Science: 000464920100080
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2019The Time-Optimal Control Problem of a Kind of Petrowsky System. MATHEMATICS. 7.Full Text via DOI: 10.3390/math7040311 Web of Science: 000467495500004
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2018Characterization 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.Full Text via DOI: 10.3389/fmicb.2018.02539 Web of Science: 000448025300002
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2018Comparative 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.Full Text via DOI: 10.1016/j.ifset.2018.07.010 Web of Science: 000446148200001
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2018Identification 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.Full Text via DOI: 10.1021/acs.jafc.8b01019 Web of Science: 000434894500021
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2017Geographical 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.Full Text via DOI: 10.1111/ijfs.13326 Web of Science: 000394510500016
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2017Se in Se-enriched peanut, and losses during peanut protein preparation. International Journal of Food Science and Technology. 52:843-850.Full Text via DOI: 10.1111/ijfs.13347 Web of Science: 000394510500031
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Book Chapter
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2026Retrieval-Augmented Graph Explanation with LLM-Based Bayesian Inference. 54-74.Full Text via DOI: 10.1007/978-3-032-11477-8_6
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2026Retrieval-Augmented Graph Explanation with LLM-Based Bayesian Inference. 140-160.Full Text via DOI: 10.1007/978-3-032-11477-8_12
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Conference
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2026MMFNet: Multi-Scale Frequency Masking Neural Network for Time Series Forecasting. 1125-1132.Full Text via DOI: 10.1145/3748522.3779723
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2026KORAL: Knowledge Graph Guided LLM Reasoning for SSD Operational Analysis. IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum. 996-1011.Full Text via DOI: 10.1109/IPDPS65963.2026.00085
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2026Lumos: Democratizing SciML Workflows with L0-Regularized Learning for Unified Feature and Parameter Adaptation. IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum. 654-668.Full Text via DOI: 10.1109/IPDPS65963.2026.00061
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20253DGraphX: Explaining 3D Molecular Graph Models via Incorporating Chemical Priors. 859-870.Full Text via DOI: 10.1145/3690624.3709302 Web of Science: 001592410600074
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2025A Feasibility Study on Using LoRa Link Characteristics to Predict Ambient Air Temperature. 2017 IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS).Full Text via DOI: 10.1109/INFOCOMWKSHPS65812.2025.11152842 Web of Science: 001591523800089
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2025Exploring 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.Full Text via DOI: 10.18653/v1/2025.findings-acl.36
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2025
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2025Harnessing Vision Models for Time Series Analysis: A Survey. 10612-10620.Web of Science: 001634925300534
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2025Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks. 3740-3751.Full Text via DOI: 10.1145/3711896.3737010 Web of Science: 001592428900324
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2025MEDPLAN: A Two-Stage RAG-Based System for Personalized Medical Plan Generation. 1072-1082.Web of Science: 001606696700076
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2025NEUROTREE: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders. Proceedings of Machine Learning Research. 13845-13869.Web of Science: 001693104000229
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2025Polynomial Selection in Spectral Graph Neural Networks: An Error-Sum of Function Slices Approach. 3276-3287.Full Text via DOI: 10.1145/3696410.3714760 Web of Science: 001505285200271
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2025Reasoning with Knowledge Graphs for Trustworthy Course Recommendation. 2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA).Full Text via DOI: 10.1109/DSAA65442.2025.11248000 Web of Science: 001761424300039
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2025Sensorless Air Temperature Sensing using LoRa Link Characteristics. 2023 19TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SMART SYSTEMS AND THE INTERNET OF THINGS, DCOSS-IOT. 1-8.Full Text via DOI: 10.1109/DCOSS-IoT65416.2025.00010 Web of Science: 001752137400001
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2024Harnessing Vision Models for Time Series Analysis: A Survey. 10612-10620.Full Text via DOI: 10.24963/ijcai.2024/1178
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2024Breaking the Bot Barrier: Evaluating Adversarial AI Techniques Against Multi-Modal Defense Models. 646-649.Full Text via DOI: 10.1145/3589335.3651474
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2024Factorized 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.Web of Science: 001241514400085
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2024Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks. Proceedings of Machine Learning Research.Web of Science: 001347135507038
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2024Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling. 4479-4489.Full Text via DOI: 10.1145/3637528.3671829 Web of Science: 001324524204056
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2024Rank Supervised Contrastive Learning for Time Series Classification. Proceedings IEEE International Conference on Data Mining Icdm. 839-844.Full Text via DOI: 10.1109/ICDM59182.2024.00102
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2024RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks. Advances in Neural Information Processing Systems.Web of Science: 001633236100216
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2024Shape-aware Graph Spectral Learning. 2692-2701.Full Text via DOI: 10.1145/3627673.3679604 Web of Science: 001349579602078
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2024TIMEX++: Learning Time-Series Explanations with Information Bottleneck. Proceedings of Machine Learning Research. 32062-32082.
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2023MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation. 3286-3296.Full Text via DOI: 10.1145/3580305.3599435 Web of Science: 001118896303030
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2023Time 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.Web of Science: 001243763400073
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2023Towards Faithful and Consistent Explanations for Graph Neural Networks. 634-642.Full Text via DOI: 10.1145/3539597.3570421 Web of Science: 001426001800073
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2023Unsafe Behavior Detection with Adaptive Contrastive Learning in Industrial Control Systems. 2023 IEEE EUROPEAN SYMPOSIUM ON SECURITY AND PRIVACY WORKSHOPS, EUROS&PW. 363-369.Full Text via DOI: 10.1109/EuroSPW59978.2023.00046 Web of Science: 001046699200042
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2022Personalized Federated Learning via Heterogeneous Modular Networks. Proceedings - IEEE International Conference on Data Mining, ICDM. 1197-1202.Full Text via DOI: 10.1109/ICDM54844.2022.00154 Web of Science: 000965045700143
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2022TopoImb: Toward Topology-level Imbalance in Learning from Graphs. Proceedings of Machine Learning Research.Web of Science: 001227576100053
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2021MOLECULAR BARRIERS TO SARS-COV-2 REPLICATION IN BAT CELLS. AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE. 57-57.Web of Science: 000778105601179
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2021A Collective Approach to Scholar Name Disambiguation. 26TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING ICDE 2010. 2317-2318.Full Text via DOI: 10.1109/ICDE51399.2021.00244 Web of Science: 000687830800236
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2021Deep multi-instance contrastive learning with dual attention for anomaly precursor detection. 91-99.Full Text via DOI: 10.1137/1.9781611976700.11
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2021InfoGCL: Information-Aware Graph Contrastive Learning. Advances in Neural Information Processing Systems.Web of Science: 000922928204019
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2021Learning to Drop: Robust Graph Neural Network via Topological Denoising. 779-787.Full Text via DOI: 10.1145/3437963.3441734 Web of Science: 000810499000089
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2020Deep Multi-Graph Clustering via Attentive Cross-Graph Association. 393-401.Full Text via DOI: 10.1145/3336191.3371806 Web of Science: 000531489300048
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2020Local Community Detection in Multiple Networks. 266-274.Full Text via DOI: 10.1145/3394486.3403069 Web of Science: 000749552300028
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2020Parameterized Explainer for Graph Neural Network. Advances in Neural Information Processing Systems.Web of Science: 001207696403077
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2019Adaptive Neural Network for Node Classification in Dynamic Networks. Proceedings - IEEE International Conference on Data Mining, ICDM. 1402-1407.Full Text via DOI: 10.1109/ICDM.2019.00181 Web of Science: 000555729900172
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2019An Optimal Control Economy Model of Investing in Three Industries for a Region and Some Properties. Journal of Physics : Conference Series.Full Text via DOI: 10.1088/1742-6596/1176/4/042047 Web of Science: 000471819100156
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2019Constrained Local Graph Clustering by Colored Random Walk. 2137-2146.Full Text via DOI: 10.1145/3308558.3313719 Web of Science: 000483508402019
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2019Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs. 3947-3953.Web of Science: 000761735104014
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2018Local graph clustering by multi-network random walk with restart. LECTURE NOTES IN COMPUTER SCIENCE. 490-501.Full Text via DOI: 10.1007/978-3-319-93040-4_39
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2018On Multi-Query Local Community Detection. Proceedings - IEEE International Conference on Data Mining, ICDM. 9-18.Full Text via DOI: 10.1109/ICDM.2018.00016 Web of Science: 000464691700002
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2018Query Independent Scholarly Article Ranking. 26TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING ICDE 2010. 953-964.Full Text via DOI: 10.1109/ICDE.2018.00090 Web of Science: 000492836500082
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2004A novel method for removal of DC component in non-sinusoidal signals of power systems. 1190-1197.Web of Science: 000226108300196
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2004Harmonic frequency estimation of power systems. 1207-1214.Web of Science: 000226108300198
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Other Scholarly Work
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2026Explanation-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.Web of Science: 001769337700010
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2020Memory-based random walk for multi-query local community detection (pg 1, 2019). Knowledge and Information Systems. 2103-2104.Full Text via DOI: 10.1007/s10115-019-01414-6 Web of Science: 000490036400002
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Preprint
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2026Uncovering Insights of Compound Flooding with Data-Driven AIFull Text via DOI: 10.48550/arxiv.2506.04281
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2026DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQLFull Text via DOI: 10.48550/arxiv.2606.17821
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2026KORAL: Knowledge Graph Guided LLM Reasoning for SSD Operational AnalysisFull Text via DOI: 10.48550/arxiv.2602.10246
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2025Harnessing Vision Models for Time Series Analysis: A SurveyFull Text via DOI: 10.48550/arxiv.2502.08869
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2024Rank Supervised Contrastive Learning for Time Series ClassificationFull Text via DOI: 10.48550/arxiv.2401.18057
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2024Explaining Time Series via Contrastive and Locally Sparse PerturbationsFull Text via DOI: 10.48550/arxiv.2401.08552
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2023Self-Explainable Graph Neural Networks for Link PredictionFull Text via DOI: 10.48550/arxiv.2305.12578
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2022TopoImb: Toward Topology-level Imbalance in Learning from GraphsFull Text via DOI: 10.48550/arxiv.2212.08689
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2022Towards Faithful and Consistent Explanations for Graph Neural NetworksFull Text via DOI: 10.48550/arxiv.2205.13733
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2022Personalized Federated Learning via Heterogeneous Modular NetworksFull Text via DOI: 10.48550/arxiv.2210.14830
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2021InfoGCL: Information-Aware Graph Contrastive LearningFull Text via DOI: 10.48550/arxiv.2110.15438
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2021Unsupervised Document Embedding via Contrastive AugmentationFull Text via DOI: 10.48550/arxiv.2103.14542
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2020Learning to Drop: Robust Graph Neural Network via Topological DenoisingFull Text via DOI: 10.48550/arxiv.2011.07057
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Review
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2024Mechanisms underlying the formation of main volatile odor sulfur compounds in foods during thermal processing. Comprehensive Reviews in Food Science and Food Safety.Full Text via DOI: 10.1111/1541-4337.13389 Web of Science: 001251311200001
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Research
co-principal investigator on
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Grant
- Collaborative Research: III: Small: An Information-Theoretic Framework for Explainable and Explanation-Assisted Graph Learning awarded by National Science Foundation 2025 - 2028
- AI-powered characterization of solids and microplastics in stormwater runoff and their mitigation via green and gray infrastructure in urban coastal areas awarded by National Oceanic and Atmospheric Admin 2024 - 2027
- Collaborative Research: CCSS: Towards Energy-Efficient Millimeter Wave Wireless Networks: A Unified Systems and Circuits Framework awarded by National Science Foundation 2023 - 2027
- AI-Driven Compound Flood Forecasting and Reasoning for Gulf Coast Regions awarded by University of Texas El Paso 2025 - 2026
investigator on
- PARTNER: An AI/ML Collaborative for Southeast Florida Coastal Environmental Data and Modeling Center awarded by National Science Foundation 2023 - 2027
- FIU/SFWMD Collaboration on FIU Coastal Environmental Data, Innovation, and Modeling Initiative (CEDIMI) awarded by South Florida Water Management District 2025 - 2026
