Srikanth Thudumu

35 papers A 1B 5Journal 16Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Goal-Oriented Multi-Agent Reinforcement Learning for Decentralized Agent Teams. CCNC Hung Du, Hy Nguyen, Srikanth Thudumu, Rajesh Vasa, Kon Mouzakis
2026	—	`conf`	Topology Matters: Evaluating Multi-Agent Organizations for Resilient Flood Detection. CCNC Gaurav Avula, Hung Du, Nageswara Rao Pedasingu, Srikanth Thudumu, Suresh Vayira, Jason Fisher
2025	A	`conf`	CSAOT: Cooperative Multi-Agent System for Active Object Tracking. ECAI Hy Nguyen, Bao Pham, Srikanth Thudumu, Hung Du, Rajesh Vasa, Kon Mouzakis
2025	J	`jnl`	CSAOT: Cooperative Multi-Agent System for Active Object Tracking. CoRR Hy Nguyen, Bao Pham, Hung Du, Srikanth Thudumu, Rajesh Vasa, Kon Mouzakis
2025	—	`conf`	Can Better Sampling Fix Biased Cancer Predictions? eScience Ginny Fisher, Hung Du, Eliyas Mahammad, Srikanth Thudumu
2025	J	`jnl`	Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination. CoRR Hung Du, Srikanth Thudumu, Hy Nguyen, Rajesh Vasa, Kon Mouzakis
2025	J	`jnl`	Dual-Branch HNSW Approach with Skip Bridges and LID-Driven Optimization. CoRR Hy Nguyen, Nguyen Hung Nguyen, Nguyen Linh Bao Nguyen, Srikanth Thudumu, Hung Du, Rajesh Vasa, Kon Mouzakis
2025	—	`conf`	Flood Watch: A Multi-Agent System for Smarter Disaster Response. eScience Gaurav Avula, Srikanth Thudumu, Hung Du, Nageswara Rao Pedasingu, Suresh Vayira, Jason Fisher
2025	J	`jnl`	Goal-Oriented Multi-Agent Reinforcement Learning for Decentralized Agent Teams. CoRR Hung Du, Hy Nguyen, Srikanth Thudumu, Rajesh Vasa, Kon Mouzakis
2025	—	`conf`	HNSW++: A Dual-Branch Hierarchical Navigable Small World Graph with LID-Guided Skip Bridge Optimization. AMCIS Hy Nguyen, Nguyen Hung Nguyen, Linh Bao Nguyen, Srikanth Thudumu, Rajesh Vasa
2025	J	`jnl`	Local Control Networks (LCNs): Optimizing Flexibility in Neural Network Data Pattern Capture. CoRR Hy Nguyen, Duy Khoa Pham, Srikanth Thudumu, Hung Du, Rajesh Vasa, Kon Mouzakis
2025	J	`jnl`	OpenAg: Democratizing Agricultural Intelligence. CoRR Srikanth Thudumu, Jason Fisher
2025	—	`conf`	Optimizing Deep Reinforcement Learning Configurations for Single Object Tracking. eScience Hy Nguyen, Srikanth Thudumu, Hung Du, Rajesh Vasa, Kon Mouzakis
2025	—	`conf`	Overcoming Semantic Dilution in Transformer-Based Next Frame Prediction. AMCIS Hy Nguyen, Srikanth Thudumu, Hung Du, Rajesh Vasa, Kon Mouzakis
2025	J	`jnl`	Overcoming Semantic Dilution in Transformer-Based Next Frame Prediction. CoRR Hy Nguyen, Srikanth Thudumu, Hung Du, Rajesh Vasa, Kon Mouzakis
2025	J	`jnl`	Supervised Quantum Machine Learning: A Future Outlook from Qubits to Enterprise Applications. CoRR Srikanth Thudumu, Jason Fisher, Hung Du
2025	J	`jnl`	The M-factor: A Novel Metric for Evaluating Neural Architecture Search in Resource-Constrained Environments. CoRR Srikanth Thudumu, Hy Nguyen, Hung Du, Nhat Duong, Zafaryab Rasool, Rena Logothetis, Scott Barnett, Rajesh Vasa, Kon Mouzakis
2024	J	`jnl`	A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions. CoRR Hung Du, Srikanth Thudumu, Rajesh Vasa, Kon Mouzakis
2024	B	`conf`	LLMs for Test Input Generation for Semantic Applications. CAIN Zafaryab Rasool, Scott Barnett, David Willie, Stefanus Kurniawan, Sherwin Balugo, Srikanth Thudumu, Mohamed Abdelrazek
2024	J	`jnl`	LLMs for Test Input Generation for Semantic Caches. CoRR Zafaryab Rasool, Scott Barnett, David Willie, Stefanus Kurniawan, Sherwin Balugo, Srikanth Thudumu, Mohamed Almorsy Abdelrazek
2024	J	`jnl`	Large language models for generating rules, yay or nay? CoRR Shangeetha Sivasothy, Scott Barnett, Rena Logothetis, Mohamed Abdelrazek, Zafaryab Rasool, Srikanth Thudumu, Zach Brannelly
2024	B	`conf`	Seven Failure Points When Engineering a Retrieval Augmented Generation System. CAIN Scott Barnett, Stefanus Kurniawan, Srikanth Thudumu, Zach Brannelly, Mohamed Abdelrazek
2024	J	`jnl`	Seven Failure Points When Engineering a Retrieval Augmented Generation System. CoRR Scott Barnett, Stefanus Kurniawan, Srikanth Thudumu, Zach Brannelly, Mohamed Abdelrazek
2023	—	`conf`	An Integrated Federated Learning and Meta-Learning Approach for Mining Operations. AI (1) Venkat Munagala, Sankhya Singh, Srikanth Thudumu, Irini Logothetis, Sushil Bhandari, Amit Bhandari, Kon Mouzakis, Rajesh Vasa
2023	J	`jnl`	Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model. J. Big Data Hung Du, Srikanth Thudumu, Antonio Giardina, Rajesh Vasa, Kon Mouzakis, Li Jiang, John Chisholm, Sanat Bista
2023	—	`conf`	Decentralized Federated Learning Strategy with Image Classification using ResNet Architecture. CCNC Hung Du, Srikanth Thudumu, Sankhya Singh, Scott Barnett, Irini Logothetis, Rajesh Vasa, Kon Mouzakis
2023	J	`jnl`	UAV Dynamic Object Tracking with Lightweight Deep Vision Reinforcement Learning. Algorithms Hy Nguyen, Srikanth Thudumu, Hung Du, Kon Mouzakis, Rajesh Vasa
2022	B	`conf`	A Framework for Evaluating MRC Approaches with Unanswerable Questions. e-Science Hung Du, Srikanth Thudumu, Sankhya Singh, Scott Barnett, Irini Logothetis, Rajesh Vasa, Kon Mouzakis
2022	B	`conf`	PiMS: A Pre-ML Labelling Tool. e-Science Irini Logothetis, Scott Barnett, Leonard Hoon, Srikanth Thudumu, Joseph Mathew, Carl Luckhoff, Gerard O'Reilly, David Collard, Rajesh Vasa, Kon Mouzakis, Mark Fitzgerald
2022	B	`conf`	Subspace based Anomaly Detection Framework for Point Clouds. e-Science Johnahan Van Zyl, Hung Du, Srikanth Thudumu, Irini Logothetis, Scott Barnett, Rajesh Vasa, Kon Mouzakis
2020	J	`jnl`	A comprehensive survey of anomaly detection techniques for high dimensional big data. J. Big Data Srikanth Thudumu, Philip Branch, Jiong Jin, Jugdutt Jack Singh
2020	—	`conf`	Estimation of Locally Relevant Subspace in High-dimensional Data. ACSW Srikanth Thudumu, Philip Branch, Jiong Jin, Jugdutt Singh
2019	—	`conf`	Adaptive Clustering for Outlier Identification in High-Dimensional Data. ICA3PP (2) Srikanth Thudumu, Philip Branch, Jiong Jin, Jugdutt Jack Singh
2019	—	`conf`	Elicitation of Candidate Subspaces in High-Dimensional Data. HPCC/SmartCity/DSS Srikanth Thudumu, Philip Branch, Jiong Jin, Jugdutt Singh
2016	—	`conf`	B2P2: A Scalable Big Bioacoustic Processing Platform. HPCC/SmartCity/DSS Srikanth Thudumu, Saurabh Kumar Garg, James Montgomery