Submissions from 2025
Training Neural Networks with a Self-Adaptive Ant Colony Algorithm, Ashraf M. Abdelbar and Donald C. Wunsch
Edge and Serverless Computing for the Next Generation of Ad Hoc Networks, Sourav Kanti Addya, Shantanu Pal, Anurag Satpathy, and Dheryta Jaisinghani
Correction: YOLO-Based Miner Detection using Thermal Images in Underground Mines (Mining, Metallurgy & Exploration, (2025), 10.1007/s42461-025-01249-6), Cyrus Addy, Venkata Sriram Siddhardh Nadendla, and Kwame Awuah-Offei
YOLO-Based Miner Detection Using Thermal Images In Underground Mines, Cyrus Addy, Venkata Sriram Siddhardh Nadendla, and Kwame Awuah-Offei
DisFact: Fact-Checking Disaster Claims, Ademola Adesokan, Haiwei Hu, and Sanjay Kumar Madria
DisTGranD: Granular Event/sub-event Classification For Disaster Response, Ademola Adesokan, Sanjay Madria, and Long Nguyen
FReCS: A First Responder Classification System, Ademola Adesokan, Sanjay Madria, and Long Nguyen
Multitask Learning for Roof Type and Material Segmentation toward Digital Twinning, Mohammad Hossein Afsharmovahed, Venkata Sriram Siddhardh Nadendla, Tarutal Ghosh Mondal, and Genda Chen
AlertBLE: Alert Workzone Hazards using Hybrid Filtering and Machine-Learning-Enabled BLE, Samuel Akinyede and Sejun Song
Maximizing Edge Connectivity in Graph Partitioning using Hotspots, Isam A. Alobaidi, Hiba G. Fareed, Jennifer L. Leopold, and Andrea E. Smith
Energy-Harvesting Concurrent LoRa Mesh with Timing Offsets for Underground Mine Emergency Communications, Hilary Kelechi Anabi, Samuel Frimpong, and Sanjay Madria
RUSH: Rule-Based Scheduling for Low-Latency Serverless Computing, Priyanka Ashok Birajdar, Kush Anchalia, Anurag Satpathy, and Sourav Kanti Addya
Adaptive Workload Management for Enhanced Function Performance in Serverless Computing, Priyanka Ashok Birajdar, V. Harsha, Anurag Satpathy, and Sourav Kanti Addya
DCRDA: Deadline-constrained Function Scheduling In Serverless-cloud Platform, Priyanka Ashok Birajdar, Divya Meena, Anurag Satpathy, and Sourav Kanti Addya
Iterative Recommendations Based on Monte Carlo Sampling and Trust Estimation in Multi-Stage Vehicular Traffic Routing Games, Doris E.M. Brown, Venkata Sriram Siddhardh Nadendla, and Sajal K. Das
Improving System-Level Outcomes Via Artificial Intelligence Decision Support in Kidney Utilization, Casey I. Canfield, Cihan H. Dagli, Daniel Burton Shank, Krista Lentine, Mark Schnitzler, Henry Randall, V. Sriram Siddhardh Nadendla, and Brendon Cummiskey
V2VDisCS: Vehicle to Vehicle Distributed Charge Sharing in Intelligent Transportation Systems, Punyasha Chatterjee, Pratham Majumder, and Sajal K. Das
QDER: Query-Specific Document and Entity Representations for Multi-Vector Document Re-Ranking, Shubham Chatterjee and Jeff Dalton
ProActLLM: Proactive Conversational Information Seeking with Large Language Models, Shubham Chatterjee, Xi Wang, Shuo Zhang, Sajad Ebrahimi, Zhaochun Ren, Debasis Ganguly, Gareth Jones, Emine Arrousse, and Hamed Zamani
Using Structural Similarity And Kolmogorov-Arnold Networks For Anatomical Embedding Of Cortical Folding Patterns, Minheng Chen, Chao Cao, Tong Chen, Yan Zhuang, Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Tianming Liu, and Dajiang Zhu
ELECTRONIC COMPONENT AUTHENTICITY IDENTIFICATION SYSTEM AND RELATED METHODS, Yunghsiao Chung, Feng Yu, Stephen Edward Saddow, and Junjie Xiong
Pervasive Sensing to Correlate Vehicle Driving Behavior with City-Scale Traffic Dynamics, Debasree Das, Shameek Bhattacharjee, Sandip Chakraborty, Bivas Mitra, and Sajal K. Das
Collision-free Exploration by Mobile Agents Using Pebbles, Sajal K. Das, Amit Kumar Dhar, Barun Gorain, and Madhuri Mahawar
Explainable and Safety Aware Deep Reinforcement Learning-based Control of Nonlinear Discrete-Time Systems using Neural Network Gradient Decomposition, Behzad Farzanegan and S. Jagannathan
Multi-Model Safe Neuro-Optimal Output Tracking Control of Autonomous Surface Vessels with Explainable AI, Behzad Farzanegan and S. Jagannathan
Online Learning-Driven Human Intent Estimation and Control for Human-Robot Interaction, Irfan Ganie and S. Jagannathan
Online Lifelong Optimal Tracking Control of Uncertain Nonlinear Continuous-time Strict-feedback Systems using Deep Neural Networks, Irfan Ganie and S. Jagannathan
Online Adaptive Optimal Tracking Control of Uncertain Strict Feedback Discrete-Time Systems with Hardware Verification using a Quadrotor UAV, Maxwell Geiger and S. Jagannathan
Improved Optimal Tracking of Uncertain Nonlinear Discrete-time Systems using Experience Replay, Maxwell Geiger and Sarangapani Jagannathan
MGCO: Mobility-Aware Generative Computation Offloading in Edge-Cloud Systems., Aswini Ghosh, Nelson Sharma, Shivendu Mishra, Rajiv Misra, and Sajal K. Das
Dynamic Anomaly Threshold Based Malicious Behavior Detection in LoRa-Assisted Industrial IoT, Subir Halder, Amrita Ghosal, Thomas Newe, and Sajal K. Das
LLPut: Investigating Large Language Models for Bug Report-Based Input Generation, Alif Al Hasan, Subarna Saha, Mia Mohammad Imran, and Tarannum Shaila Zaman
Semi-Supervised Multimodal Multi-Instance Learning For Aortic Stenosis Diagnosis, Zhe Huang, Xiaowei Yu, Benjamin S. Wessler, and Michael C. Hughes
“Silent is Not Actually Silent”: An Investigation of Toxicity on Bug Report Discussion, Mia Mohammad Imran and Jaydeb Sarker
CIRCA: A Framework for Collaborative Identification of Root Cause Analysis in Iot Microservices, Xingguo Jiang, Hong Luo, Yan Sun, and Sajal K. Das
SMEVCA: Stable Matching-based EV Charging Assignment in Subscription-Based Models, Arindam Khanda, Anurag Satpathy, Anusha Vangala, and Sajal K. Das
SEDViN: Secure Embedding for Dynamic Virtual Network Requests using a Multi-attribute Matching Game, T. G.Keerthan Kumar, Rahul Kumar, Anirudh Munnur Achal, Anurag Satpathy, and Sourav Kanti Addya
Improving the Freshness of Digital Twins in Edge Computing, Jing Li, Jianping Wang, Weifa Liang, Sajal K. Das, and Quan Chen
Fuzzy-Based Deep Reinforcement Learning for Suicidal Ideation Detection in Online Social Networks, Greeshma Lingam and Sajal K. Das
Social Bot Detection using Variational Generative Adversarial Networks with Hidden Markov Models in Twitter Network, Greeshma Lingam and Sajal K. Das
Adaptive Nussbaum Design for Nonholonomic Systems with Asymptotic Stabilization Against False Data Injection, Guilong Liu, Yongliang Yang, Weinan Gao, and Donald C. Wunsch
Analytical Dispatch Strategies for Pumped Storage Hydro: A Conditional Dynamic Programming Approach to Discontinuous Multi-period Optimization Problems, Jian Liu, Jianwen Zhang, Zaiwu Gong, Donald C. Wunsch, and Rui Bo
Echopulse: ECG Controlled Echocardiograms Video Generation, Yiwei Li, Sekeun Kim, Zihao Wu, Hanqi Jiang, Yi Pan, Pengfei Jin, Sifan Song, Yucheng Shi, Xiaowei Yu, Tianze Yang, Tianming Liu, Quanzheng Li, and Xiang Li
PMMJC: A Preference-based Multi-stage Matching-mechanism For JointCloud Environments, Hao Lu, Jianzhi Shi, Yang Song, Xingwei Wang, Bo Yi, Pengbo Li, Yudi Cheng, Min Huang, and Sajal K. Das
Few-shot transfer learning for individualized braking intent detection on neuromorphic hardware, Nathan A. Lutes, V. Sriram Siddhardth Nedendla, and K. Krishnamurthy
Ca-vqvae: Cortical Folding Aware Numerical Representation Of White-Matter Structure, Yanjun Lyu, Jing Zhang, Lu Zhang, Tong Chen, Xiaowei Yu, Minheng Chen, Yan Zhuang, Chao Cao, Tianming Liu, and Dajiang Zhu
Message from the PhD Dissertation Showcase Chairs, Sanjay Kumar Madria and Anita Graser
Early Career Setback and Future Achievement in Professional Sports, Suman Kalyan Maity, Yang Wang, Nima Dehmamy, Victoria Medvec, Brian Uzzi, and Dashun Wang
Real-Time Testbed for Studying Cyberattacks and Defense in DER-Integrated Smart Inverter Systems, M. Maliha, A. Oluyomi, M. Booge, S. Bhattacharjee, N. Braasch, P. Gomez, and Sajal K. Das
When Federated Learning Meets Quantum Computing: Survey and Research Opportunities, Aakar Mathur, Ashish Gupta, and Sajal K. Das
A Comprehensive Survey Of Data-Driven Solutions For LoRaWAN: Challenges And Future Directions, Poonam Maurya, Abhishek Hazra, Preti Kumari, Troels Bundgaard Sørensen, and Sajal K. Das
An Extensive Analysis of Match-Tracking Methods for ARTMAP, Niklas M. Melton, Leonardo Enzo Brito da Silva, and Donald C. Wunsch
Unlocking Neural Transparency: Jacobian Maps for Explainable Ai in Alzheimer’s Detection, Yasmine Mustafa, Mohamed Elmahallawy, and Tie Luo
SIFT Feature-Based Relative Altitude Estimation Enhanced with Siamese Network, Shirin Nasr-Esfahani and S. Jagannathan
On Countering Ransomware Attacks Using Strategic Deception, Roshan Lal Neupane, Bishnu Bhusal, Kiran Neupane, Preyea Regmi, Tam Dinh, Lilliana Marrero, Sayed M. Sayed, Venkata Sriram Siddhardh Nadendla, and Prasad Calyam
Ethics vs.. Regulation: Converging Frameworks for Trustworthy Human-Centered AI in Biomedical Research, Tayo Obafemi-Ajayi, Tiffani J. Bright, Emily F. Wong, Donald Wunsch, Joan Peckham, and Jason H. Moore
DeepART: Deep Gradient-free Local Learning With Adaptive Resonance, Sasha Petrenko, Leonardo Enzo Brito da Silva, and Donald C. Wunsch
Dynamic Resource Allocation In Cloud-to- Things Continuum for Real-Time IoT Applications, Marco Pettorali, Francesca Righetti, Carlo Vallati, Sajal K. Das, and Giuseppe Anastasi
J-NECORA: A Framework for Optimal Resource Allocation in Cloud-Edge-Things Continuum for Industrial Applications with Mobile Nodes, Marco Pettorali, Francesca Righetti, Carlo Vallati, Sajal K. Das, and Giuseppe Anastasi
Deep Learning for UAV Classification: Impact of Noise and Multipath Fading in RF Signals, Prajoy Podder, Maciej Jan Zawodniok, and Sanjay Kumar Madria
Message from Workshop Chairs, Sushil K. Prasad, Srishti Srivastava, Satish Puri, David Bunde, Shubbhi Taneja, and Buddhi Ashan Mallika Kankanamalage
V-USDT: Vision-Based UAV Swarm Detection and Tracking by Leveraging Swarm Formation Constraints, Md Hasibur Rahman and Sanjay Madria
Robust Federated Learning Against Targeted Attackers using Model Updates Correlation, Priyesh Ranjan, Ashish Gupta, and Sajal K. Das
Securing Federated Learning from Distributed Backdoor Attacks via Maximal Clique and Dynamic Reputation System, Priyesh Ranjan, Ashish Gupta, and Sajal K. Das
Enhancing Crowdsourcing Through Skill and Willingness-aligned Task Assignment with Workforce Composition Balance, Riya Samanta, Soumya K. Ghosh, and Sajal K. Das
SoSTA: Skill-oriented Stable Task Assignment With Bidirectional Preferences In Crowdsourcing, Riya Samanta, Soumya K. Ghosh, and Sajal K. Das
SafeNav: Safe Path Navigation using Landmark Based Localization in a GPS-denied Environment, Ganesh Sapkota and Sanjay Madria
Virtual Network Embedding: Literature Assessment, Recent Advancements, Opportunities, and Challenges, Anurag Satpathy, Manmath Narayan Sahoo, Chittaranjan Swain, Paolo Bellavista, Mohsen Guizani, Khan Muhammad, and Sambit Bakshi
CITRUS: Cost and Ischemia Time Reduction using Urban Air Mobility Solutions for Organ Transport, Debjyoti Sengupta, Anurag Satpathy, Arindam Khanda, and Sajal K. Das
Parallel Multi Objective Shortest Path Update Algorithm in Large Dynamic Networks, S. M. Shovan, Arindam Khanda, and Sajal K. Das
Reinforcement Learning-Based Nonlinear Optimal Discrete-Time Control of Power Systems, Vijay Kumar Singh, Behzad Farzanegan, and S. Jagannathan
Prescribed-time Fault-tolerant Consensus for Uncertain Nonlinear Multi-agent Systems, Vijay Kumar Singh and Jagannathan Sarangapani
Safe Optimal Control of Quadrotor Formations using Multilayer Neural Networks and Continual Learning, Ehsan Soleimani, Irfan Ahmad Ganie, and S. Jagannathan
Enhanced Continual Reinforcement Learning-Based Output Feedback Control of Heterogeneous Quadrotors Formation, Ehsan Soleimani and S. Jagannathan
Modular Architecture for High-Performance and Low overhead Data Transfers, Rasman Mubtasim Swargo, Engin Arslan, and Md Arifuzzaman
ReinDSplit: Reinforced Dynamic Split Learning for Pest Recognition in Precision Agriculture, Vishesh Kumar Tanwar, Soumik Sarkar, Asheesh K. Singh, and Sajal K. Das
ICrop+: An Edge-boosted Crop Disease Detection System Via TinyML and LoRa Communication, Xu Tao, Jackson Butcher, Simone Silvestri, and Sajal K. Das
Towards Inclusive Fairness Evaluation Via Eliciting Disagreement Feedback From Non-expert Stakeholders, Mukund Telukunta and Venkata Sriram Siddhardh Nadendla
GRACE-FL: Green Resource-Aware Communication-Efficient Federated Learning, Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino, and Sajal K. Das
Secure Data Relay in Federated Digital Twins of IoT-enabled Smart Interconnected Factories, Anusha Vangala, Jack Wyeth, Ashok Kumar Das, and Sajal K. Das
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems, Guangjing Wang, Ce Zhou, Yuanda Wang, Bocheng Chen, Hanqing Guo, and Qiben Yan
ReMeNet: A Memory-Enhanced GAN Model for Intrusion Detection in Transportation Cyber-Physical Systems, Xin Wang, Lianbo Ma, Sajal K. Das, and Zhonghua Liu
SmartSLA: Enabling Quality of Service in Blockchain-Enabled IoT Networks, Kyle M. Whitlatch, Asad Waqar Malik, and Sanjay Madria
Fact-based Counter Narrative Generation to Combat Hate Speech, Brian Wilk, Homaira Huda Shomee, Suman Kalyan Maity, and Sourav Medya
A Petri-Net Model for Propagation of Corrupted Data in a Networked System, Mark Woodard, Sahra Sedigh Sarvestani, and Ali R. Hurson
Enabling Heterogeneous Adversarial Transferability Via Feature Permutation Attacks, Tao Wu and Tie Luo
Exploring The Trade-Offs: Unified Large Language Models Vs Local Fine-Tuned Models For Highly-Specific Radiology NLI Task, Zihao Wu, Lu Zhang, Chao Cao, Xiaowei Yu, Zhengliang Liu, Lin Zhao, Yiwei Li, Haixing Dai, Chong Ma, Gang Li, Wei Liu, Quanzheng Li, Dinggang Shen, Xiang Li, Dajiang Zhu, and Tianming Liu
Content Subversion Against 1 Information-Based Systems, Junjie Xiong, Ian Markwood, Dakun Shen, Yao Liu, and Zhuo Lu
The Implications of Insecure Use of Fonts Against PDF Documents and Web Pages, Junjie Xiong, Mingkui Wei, Xiao Han, Zhuo Lu, and Yao Liu
Assessing The Effectiveness Of Crawlers And Large Language Models In Detecting Adversarial Hidden Link Threats In Meta Computing, Junjie Xiong, Mingkui Wei, Zhuo Lu, and Yao Liu
Anti-Jamming Attack Mixed Strategy for Formation Tracking Control Via Game-Theoretical Reinforcement Learning, Lei Xue, Bei Ma, Yongbao Wu, Jian Liu, Chaoxu Mu, and Donald C. Wunsch
Prescribed-Time Nash Equilibrium Seeking for Pursuit-Evasion Game Under Intermittent Control with Undirected/Directed Graph, Lei Xue, Jianfeng Ye, Yongbao Wu, Jian Liu, and D. C. Wunsch
Aperiodically Intermittent Dynamic Event-Triggered Control for Predefined-Time Synchronization of Stochastic Complex Networks, Lei Xue, Haoyu Zhou, Yongbao Wu, Jian Liu, and Donald C. Wunsch
Predicting Battery Levels of Sensor Nodes using Reinforcement Learning in Harsh Underground Mining Environments, Manish Anand Yadav, Mohamed Elmahallawy, Sanjay Madria, and Samuel Frimpong
LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning, Han Yu, Huiyuan Yang, and Akane Sano
Feature Fusion Transferability Aware Transformer For Unsupervised Domain Adaptation, Xiaowei Yu, Zhe Huang, and Zao Zhang
Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer, Xiaowei Yu, Jing Zhang, Tong Chen, Yan Zhuang, Minheng Chen, Chao Cao, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, and Dajiang Zhu
MS-YOLO: Infrared Object Detection for Edge Deployment Via MobileNetV4 and SlideLoss, Jiali Zhang, Thomas S. White, Haoliang Zhang, Wenqing Hu, Donald C. Wunsch, and Jian Liu
Classiffication Of Mild Cognitive Impairment Based On Dynamic Functional Connectivity Using Spatio-Temporal Transformer, Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Tianming Liu, and Dajiang Zhu
Brain-Adapter: Enhancing Neurological Disorder Analysis With Adapter-Tuning Multimodal Large Language Models, Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tong Chen, Chao Cao, Yan Zhuang, Minheng Chen, Tianming Liu, and Dajiang Zhu
