Bo Tang

Pranshav Gajjar

Vijay K. Shah

CoRR, May, 2026

MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents.

[BibT_eX]

[DOI]

CoRR, May, 2026

MemQ: Integrating Q-Learning into Self-Evolving Memory Agents over Provenance DAGs.

[BibT_eX]

[DOI]

CoRR, May, 2026

MemReranker: Reasoning-Aware Reranking for Agent Memory Retrieval.

[BibT_eX]

[DOI]

CoRR, May, 2026

MemReader: From Passive to Active Extraction for Long-Term Agent Memory.

[BibT_eX]

[DOI]

CoRR, April, 2026

Long- and Short-Term Constraint-Driven Safe Reinforcement Learning for Autonomous Driving.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., March, 2026

Towards Cold-Start Drafting and Continual Refining: A Value-Driven Memory Approach with Application to NPU Kernel Synthesis.

[BibT_eX]

[DOI]

CoRR, March, 2026

Efficient Anti-exploration via VQVAE and Fuzzy Clustering in Offline Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, February, 2026

AI-Driven Fuzzing for Vulnerability Assessment of 5G Traffic Steering Algorithms.

[BibT_eX]

[DOI]

CoRR, January, 2026

FairShare: Auditable Geographic Fairness for Multi-Operator LEO Spectrum Sharing.

[BibT_eX]

[DOI]

CoRR, January, 2026

Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems.

[BibT_eX]

[DOI]

CoRR, January, 2026

MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory.

[BibT_eX]

[DOI]

CoRR, January, 2026

Local-CGFC: A Local Cumulant Generating Function Classification Rule.

[BibT_eX]

[DOI]

Kaushallya Adhikari

IEEE Signal Process. Lett., 2026

Online Learning-based Adaptive Beam Switching for 6G Networks: Enhancing Efficiency and Resilience.

[BibT_eX]

[DOI]

Zhicong Zhu

Proceedings of the International Conference on Computing, Networking and Communications, 2026

SliceFed: Federated Constrained Multi-Agent DRL for Dynamic Spectrum Slicing in 6G.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Spectrum Innovation, 2026

Secure mmWave Beamforming with Proactive-ISAC Defense Against Beam-Stealing Attacks.

[BibT_eX]

[DOI]

Proceedings of the 23rd Consumer Communications & Networking Conference, 2026

Adaptive Beamforming for Interference-Limited MU-MIMO using Spatio-Temporal Policy Networks.

[BibT_eX]

[DOI]

Ramak Nassiri

Proceedings of the 23rd Consumer Communications & Networking Conference, 2026

TAdaRAG: Task Adaptive Retrieval-Augmented Generation via On-the-Fly Knowledge Graph Construction.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Enhancing Diffusion Policies with Distribution-Matching Generator in Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

HaluMem: Evaluating Hallucinations in Memory Systems of Agents.

[BibT_eX]

[DOI]

CoRR, November, 2025

G-Mix: A Generalized Mixup Learning Framework Toward Flat Minima.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., July, 2025

MemOS: A Memory OS for AI System.

[BibT_eX]

[DOI]

CoRR, July, 2025

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models.

[BibT_eX]

[DOI]

CoRR, May, 2025

Mobile Jamming Mitigation in 5G Networks: A MUSIC-Based Adaptive Beamforming Approach.

[BibT_eX]

[DOI]

Olivia Holguin

Rachel Donati

CoRR, May, 2025

xVerify: Efficient Answer Verifier for Reasoning Model Evaluations.

[BibT_eX]

[DOI]

CoRR, April, 2025

SEAP: Training-free Sparse Expert Activation Pruning Unlock the Brainpower of Large Language Models.

[BibT_eX]

[DOI]

CoRR, March, 2025

SurveyX: Academic Survey Automation via Large Language Models.

[BibT_eX]

[DOI]

CoRR, February, 2025

O-RAN Performance Analyzer: Platform Design, Development, and Deployment.

[BibT_eX]

[DOI]

Mohammadreza Kouchaki

Minglong Zhang

IEEE Commun. Mag., February, 2025

SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model.

[BibT_eX]

[DOI]

CoRR, January, 2025

A Nonparametric Data-Driven Classifier Based on the Cumulant Generating Function.

[BibT_eX]

[DOI]

Kaushallya Adhikari

IEEE Trans. Signal Process., 2025

Attention heads of large language models.

[BibT_eX]

[DOI]

Patterns, 2025

A MUSIC-Based Adaptive Beamforming Approach for Mobile Jamming Mitigation in 5G Networks.

[BibT_eX]

[DOI]

Olivia Holguin

Rachel Donati

Proceedings of the IEEE Military Communications Conference, 2025

xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Effect of the Mollifying Factor on the Cumulant Generating Function Classifier.

[BibT_eX]

[DOI]

Proceedings of the 2025 5th International Conference on Electrical, 2025

Retrieval-Augmented Multilingual Citation Generation.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Adversarial Preference Learning for Robust LLM Alignment.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Lifelong Learning With Cycle Memory Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2024

AdaER: An adaptive experience replay approach for continual lifelong learning.

[BibT_eX]

[DOI]

Haifeng Li

Neurocomputing, March, 2024

How Simulation Helps Autonomous Driving: A Survey of Sim2real, Digital Twins, and Parallel Intelligence.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., January, 2024

FedLGA: Toward System-Heterogeneity of Federated Learning via Local Gradient Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., January, 2024

Attention Heads of Large Language Models: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

Memory<sup>3</sup>: Language Modeling with Explicit Memory.

[BibT_eX]

[DOI]

CoRR, 2024

DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning.

[BibT_eX]

[DOI]

CoRR, 2024

xFinder: Robust and Pinpoint Answer Extraction for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

MGSER-SAM: Memory-Guided Soft Experience Replay with Sharpness-Aware Optimization for Enhanced Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Long and Short-Term Constraints Driven Safe Reinforcement Learning for Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2024

NewsBench: Systematic Evaluation of LLMs for Writing Proficiency and Safety Adherence in Chinese Journalistic Editorial Applications.

[BibT_eX]

[DOI]

CoRR, 2024

Grimoire is All You Need for Enhancing Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

RANFusion: A Comprehensive Tool for Simulating Handover In Next-G RAN.

[BibT_eX]

[DOI]

Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism.

[BibT_eX]

[DOI]

Miao Li

Ming-Bin Chen

ShengbinHou ShengbinHou

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

On the Convergence of Multi-Server Federated Learning With Overlapping Area.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., November, 2023

Learning Dynamic Graph for Overtaking Strategy in Autonomous Driving.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., November, 2023

AI Testing Framework for Next-G O-RAN Networks: Requirements, Design, and Research Opportunities.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., February, 2023

LoMar: A Local Defense Against Poisoning Attack on Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation.

[BibT_eX]

[DOI]

CoRR, 2023

G-Mix: A Generalized Mixup Learning Framework Towards Flat Minima.

[BibT_eX]

[DOI]

CoRR, 2023

Sim2real and Digital Twins in Autonomous Driving: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Modeling multi-scale sub-group context for group activity recognition.

[BibT_eX]

[DOI]

Appl. Intell., 2023

2022

Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Conditional DQN-Based Motion Planning With Fuzzy Logic for Autonomous Driving.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

CaT: CAVS Traversability Dataset for Off-Road Autonomous Driving.

[BibT_eX]

[DOI]

Christopher R. Hudson

Sam Ozier

John E. Ball

IEEE Access, 2022

Soil Moisture Estimation Using Hyperspectral Imagery Based on Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Stragglers Are Not Disasters: A Hybrid Federated Learning Framework with Delayed Gradients.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Generalized Federated Learning via Sharpness Aware Minimization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

CSLM: Convertible Short-Term and Long-Term Memory in Differential Neural Computers.

[BibT_eX]

[DOI]

Shiming Xiang

IEEE Trans. Neural Networks Learn. Syst., 2021

Model-Driven Architecture of Extreme Learning Machine to Extract Power Flow Features.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Learning a Deep Cascaded Neural Network for Multiple Motion Commands Prediction in Autonomous Driving.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery.

[BibT_eX]

[DOI]

Proc. IEEE, 2021

FedLGA: Towards System-Heterogeneity of Federated Learning via Local Gradient Approximation.

[BibT_eX]

[DOI]

CoRR, 2021

Overcome Anterograde Forgetting with Cycled Memory Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Reviewing continual learning from the perspective of human-level intelligence.

[BibT_eX]

[DOI]

CoRR, 2021

Learning by Active Forgetting for Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Stragglers Are Not Disaster: A Hybrid Federated Learning Algorithm with Delayed Gradients.

[BibT_eX]

[DOI]

CoRR, 2021

Shape Estimation of Negative Obstacles for Autonomous Navigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Kernel-Based Edge-Preserving Methods for Abrupt Change Detection.

[BibT_eX]

[DOI]

Shiming Xiang

IEEE Signal Process. Lett., 2020

MCENN: A variant of extended nearest neighbor method for pattern recognition.

[BibT_eX]

[DOI]

Song Zhang

Pattern Recognit. Lett., 2020

Quantitative model of irrigation effect on maize yield by deep neural network.

[BibT_eX]

[DOI]

Babak Saravi

A. Pouyan Nejadhashemi

Neural Comput. Appl., 2020

Recursive Multi-Scale Image Deraining With Sub-Pixel Convolution Based Feature Fusion and Context Aggregation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Data-Enabled Correlation Analysis between Wildfire and Climate using GIS.

[BibT_eX]

[DOI]

Weiwei Xie

Mingyan He

Proceedings of the 3rd International Conference on Information and Computer Technologies, 2020

2019

Multi-Scale Rotation-Invariant Haar-Like Feature Integrated CNN-Based Ship Detection Algorithm of Multiple-Target Environment in SAR Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Semantic Segmentation with Transfer Learning for Off-Road Autonomous Driving.

[BibT_eX]

[DOI]

Muhammad Aminul Islam

Sensors, 2019

Parallel Motion Planning: Learning a Deep Planning Model against Emergencies.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2019

A Refined Bilateral Filtering Algorithm Based on Adaptively-Trimmed-Statistics for Speckle Reduction in SAR Imagery.

[BibT_eX]

[DOI]

IEEE Access, 2019

Attention-based Domain Adaptation for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Robiul Hossain Md. Rafi

Qian Du

Nicolas H. Younan

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Linear Order Statistic Neuron.

[BibT_eX]

[DOI]

Charlie T. Veal

Alex Yang

J. Alex Hurt

Muhammad Aminul Islam

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

A Generative Model for Sparse Hyperparameter Determination.

[BibT_eX]

[DOI]

Zhiqiang Wan

IEEE Trans. Big Data, 2018

Slim and Efficient Neural Network Design for Resource-Constrained SAR Target Recognition.

[BibT_eX]

[DOI]

Remote. Sens., 2018

MILE: A minimally interactive learning framework for visual data analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE 8th Annual Computing and Communication Workshop and Conference, 2018

A learning-based cost management system for cloud computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 8th Annual Computing and Communication Workshop and Conference, 2018

Multi-layer Embedding Neural Architecture with External Memory for Large-Scale Text Categorization.

[BibT_eX]

[DOI]

Robiul Hossain Md. Rafi

Suvash Sharma

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Semisupervised Feature Selection Based on Relevance and Redundancy Criteria.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Incorporating Intelligence in Fog Computing for Big Data Analysis in Smart Cities.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2017

GIR-based ensemble sampling approaches for imbalanced learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

A local density-based approach for outlier detection.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Kernel-based generative learning in distortion feature space.

[BibT_eX]

[DOI]

Paul M. Baggenstoss

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

ADL: Active dictionary learning for sparse representation.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Probability Density Function Estimation Using the EEF With Application to Subset/Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Toward Optimal Feature Selection in Naive Bayes for Text Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

A Bayesian Classification Approach Using Class-Specific Features for Text Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Human Mobility Modeling for Robot-Assisted Evacuation in Complex Indoor Environments.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2016

EEF: Exponentially Embedded Families With Class-Specific Features for Classification.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

An Imbalanced Learning based MDR-TB Early Warning System.

[BibT_eX]

[DOI]

Sheng Li

J. Medical Syst., 2016

Adaptive Signal Detection and Parameter Estimation in Unknown Colored Gaussian Noise.

[BibT_eX]

[DOI]

CoRR, 2016

FSMJ: Feature Selection with Maximum Jensen-Shannon Divergence for Text Categorization.

[BibT_eX]

[DOI]

CoRR, 2016

A Local Density-Based Approach for Local Outlier Detection.

[BibT_eX]

[DOI]

CoRR, 2016

Detection of false data attacks in smart grid with supervised learning.

[BibT_eX]

[DOI]

Jun Yan

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Probabilistic human mobility model in indoor environment.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Detection of false data injection attacks in smart grid under colored Gaussian noise.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Communications and Network Security, 2016

2015

A Parametric Classification Rule Based on the Exponentially Embedded Family.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

ENN: Extended Nearest Neighbor Method for Pattern Recognition [Research Frontier].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2015

Reflex-Tree: A Biologically Inspired Parallel Architecture for Future Smart Cities.

[BibT_eX]

[DOI]

Proceedings of the 44th International Conference on Parallel Processing, 2015

KernelADASYN: Kernel based adaptive synthetic data generation for imbalanced learning.

[BibT_eX]

[DOI]