2025
Improving Adaptive Moment Optimization via Preconditioner Diagonalization.
CoRR, February, 2025
Correctness Assessment of Code Generated by Large Language Models Using Internal Representations.
CoRR, January, 2025
Automated description generation for software patches.
Inf. Softw. Technol., 2025
An empirical study on capability of Large Language Models in understanding code semantics.
Inf. Softw. Technol., 2025
PULSE: Parallel Private Set Union for Large-Scale Entities.
IACR Cryptol. ePrint Arch., 2025
Leveraging local and global relationships for corrupted label detection.
Future Gener. Comput. Syst., 2025
Embedding-Based Retrieval Approaches for Automated Citation Prediction.
Proceedings of the New Frontiers in Artificial Intelligence, 2025
2024
Toward A Practical Multi-party Private Set Union.
Proc. Priv. Enhancing Technol., 2024
Code-centric learning-based just-in-time vulnerability detection.
J. Syst. Softw., 2024
Bender-Knuth involutions on linear extensions of posets.
Discret. Math., 2024
Generating Critical Scenarios for Testing Automated Driving Systems.
CoRR, 2024
Mixed Effects Deep Learning for the interpretable analysis of single cell RNA sequencing data by quantifying and visualizing batch effects.
CoRR, 2024
RAMBO: Enhancing RAG-based Repository-Level Method Body Completion.
CoRR, 2024
Venomancer: Towards Imperceptible and Target-on-Demand Backdoor Attacks in Federated Learning.
CoRR, 2024
H-Fac: Memory-Efficient Optimization with Factorized Hamiltonian Descent.
CoRR, 2024
Backside Power Distribution for Nanosheet Technologies Beyond 2nm.
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Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024
Reinforcement Learning-Based REST API Testing with Multi-Coverage.
Proceedings of the 16th International Conference on Knowledge and System Engineering, 2024
Improvements of Flower Classification Using Deep Neural Networks with Various Solver Optimization Algorithms.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2024
2023
Can an old fashioned feature extraction and a light-weight model improve vulnerability type identification performance?
Inf. Softw. Technol., December, 2023
ARist: An effective API argument recommendation approach.
J. Syst. Softw., October, 2023
Detecting false-passing products and mitigating their impact on variability fault localization in software product lines.
Inf. Softw. Technol., 2023
Instance Segmentation under Occlusions via Location-aware Copy-Paste Data Augmentation.
CoRR, 2023
Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data.
CoRR, 2023
Silent Vulnerability-fixing Commit Identification Based on Graph Neural Networks.
CoRR, 2023
VFFINDER: A Graph-Based Approach for Automated Silent Vulnerability-Fix Identification.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023
2022
A Variability Fault Localization Approach for Software Product Lines.
IEEE Trans. Software Eng., 2022
Adaptive infinite dropout for noisy and sparse data streams.
Mach. Learn., 2022
AI Personification: Estimating the Personality of Language Models.
CoRR, 2022
IoT Data Discovery: Routing Table and Summarization Techniques.
CoRR, 2022
Advanced BEOL Materials, Processes, and Integration to Reduce Line Resistance of Damascene Cu, Co, and Subtractive Ru Interconnects.
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Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022
Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
MFinBERT: Multilingual Pretrained Language Model For Financial Domain.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022
A Hybrid Approach for Inference between Behavioral Exception API Documentation and Implementations, and Its Applications.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Learning Generalized Feature for Temporal Action Detection: Application for Natural Driving Action Recognition Challenge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
An Operational Risk Analysis Model for Container Shipping Systems considering Uncertainty Quantification.
Reliab. Eng. Syst. Saf., 2021
Balanced Gradient Training of Feed Forward Networks.
Neural Process. Lett., 2021
Three-Way Deep Neural Network for Radio Frequency Map Generation and Source Localization.
CoRR, 2021
Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout.
CoRR, 2021
Novel Bluetooth Sniffer Test-Bed for Analyzing Real World Networks.
IEEE Access, 2021
Variability fault localization: a benchmark.
Proceedings of the SPLC '21: 25th ACM International Systems and Software Product Line Conference, 2021
Structured Dropout Variational Inference for Bayesian Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein.
Proceedings of the 9th International Conference on Learning Representations, 2021
API parameter recommendation based on language model and program analysis.
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021
Into Summarization Techniques for IoT Data Discovery Routing.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021
2020
Second Order Training and Sizing for the Multilayer Perceptron.
Neural Process. Lett., 2020
A Kernel <i>k</i>-Means-Based Method and Attribute Selections for Diabetes Diagnosis.
J. Adv. Comput. Intell. Intell. Informatics, 2020
Preoperative Prediction of Lymph Node Metastasis from Clinical DCE MRI of the Primary Breast Tumor Using a 4D CNN.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Control Framework for a Hybrid-steel Bridge Inspection Robot.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Suggesting natural method names to check name consistencies.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020
Self-Supervised Learning of Scene-Graph Representations for Robotic Sequential Manipulation Planning.
Proceedings of the 4th Conference on Robot Learning, 2020
2019
The Effects of Sampling Methods on Machine Learning Models for Predicting Long-term Length of Stay: A Case Study of Rhode Island Hospitals.
Int. J. Rough Sets Data Anal., 2019
Hot Topic Detection on Twitter Data Streams with Incremental Clustering Using Named Entities and Central Centroids.
Proceedings of the 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, 2019
Feature-Interaction Aware Configuration Prioritization for Configurable Code.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019
Does BLEU score work for code migration?
Proceedings of the 27th International Conference on Program Comprehension, 2019
Recovering variable names for minified code with usage contexts.
Proceedings of the 41st International Conference on Software Engineering, 2019
Graph-based mining of in-the-wild, fine-grained, semantic code change patterns.
Proceedings of the 41st International Conference on Software Engineering, 2019
Configuration-dependent fault localization.
Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019
Uniform Randomization for Block Double Validation.
Proceedings of the 2019 International Conference on Blockchain Technology, 2019
2018
Predictive Modeling for Imbalanced Big Data in SAS Enterprise Miner and R.
Int. J. Fog Comput., 2018
Experimental Test-Bed for Bumblebee-Inspired Channel Selection in an Ad-Hoc Network.
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Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Feature-interaction aware configuration prioritization.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018
2017
Characterizing and Adapting the Consistency-Latency Tradeoff in Distributed Key-Value Stores.
ACM Trans. Auton. Adapt. Syst., 2017
Quantitative Analysis of Consistency in NoSQL Key-Value Stores.
Leibniz Trans. Embed. Syst., 2017
Structural adaptation for sparsely connected MLP using Newton's method.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
Partially affine invariant back propagation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Discriminant vector tranformations in neural network classifiers.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts.
Proceedings of the 19th Conference on Computational Natural Language Learning: Shared Task, 2015
2014
Exploring the Cellular Objective in Flux Balance Constraint-Based Models.
Proceedings of the Computational Methods in Systems Biology, 2014
2013
AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
2009
Adaptive polarization transmission of OFDM signals in channels with polarization mode dispersion and polarization-dependent loss.
IEEE Trans. Wirel. Commun., 2009
Wideband MIMO Mobile-to-Mobile Channels: Geometry-Based Statistical Modeling With Experimental Verification.
IEEE Trans. Veh. Technol., 2009
2008
Input-to-output cross polarization discrimination (IOXPD) dispersion model for mobile-to-mobile LOS wireless communications MIMO channels.
Proceedings of the Wireless Telecommunications Symposium, 2008
Statistical modeling and experimental verification of wideband MIMO mobile-to-mobile channels in highway environments.
Proceedings of the IEEE 19th International Symposium on Personal, 2008
Statistical modelling and experimental verification for wideband MIMO mobile-to-mobile channels in urban environments.
Proceedings of the 2008 International Conference on Telecommunications, 2008
Envelope Level Crossing Rate and Average Fade Duration in Mobile-To-Mobile Fading Channels.
Proceedings of IEEE International Conference on Communications, 2008
2006
UMTS Capacity and Throughput Maximization for Different Spreading Factors.
J. Networks, 2006
Capacity allocation in multi-cell umts networks for different spreading factors with perfect and imperfect power control.
Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006
2004
OWL-S Semantics of Security Web Services: a Case Study.
Proceedings of the Semantic Web: Research and Applications, 2004
2003
Sample rate conversion by trapezoidal interpolation for software defined radio.
Proceedings of the IEEE 14th International Symposium on Personal, 2003
Design and development of the first single-chip full-duplex OC48 traffic manager and ATM SAR SoC.
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Proceedings of the IEEE Custom Integrated Circuits Conference, 2003