James A. Burke

According to our database, James A. Burke authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Rethinking Retrieval: From Traditional Retrieval Augmented Generation to Agentic and Non-Vector Reasoning Systems in the Financial Domain for Large Language Models.

Elias Lumer, Matt Melich, Olivia Zino, Elena Kim, Sara Dieter, Max Harberg, Pradeep Honaganahalli Basavaraju, Vamse Kumar Subbiah, James A. Burke, Roberto Hernandez

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Retrieval and Invocation in LLM Agent Multi-turn Conversations.

Elias Lumer, Anmol Gulati, Vamse Kumar Subbiah, Pradeep Honaganahalli Basavaraju, James A. Burke

Proceedings of the Advances in Information Retrieval, 2026

2025

Rethinking Retrieval: From Traditional Retrieval Augmented Generation to Agentic and Non-Vector Reasoning Systems in the Financial Domain for Large Language Models.

Elias Lumer, Matt Melich, Olivia Zino, Elena Kim, Sara Dieter, Pradeep Honaganahalli Basavaraju, Vamse Kumar Subbiah, James A. Burke, Roberto Hernandez

CoRR, November, 2025

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations.

Elias Lumer, Anmol Gulati, Vamse Kumar Subbiah, Pradeep Honaganahalli Basavaraju, James A. Burke

CoRR, July, 2025

Graph RAG-Tool Fusion.

Elias Lumer, Pradeep Honaganahalli Basavaraju, Myles Mason, James A. Burke, Vamse Kumar Subbiah

CoRR, February, 2025

ScaleMCP: Dynamic and Auto-synchronizing Model Context Protocol Tools for LLM Agents.

Elias Lumer, Anmol Gulati, Vamse Kumar Subbiah, Pradeep Honaganahalli Basavaraju, James A. Burke

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases.

Elias Lumer, Vamse Kumar Subbiah, James A. Burke, Pradeep Honaganahalli Basavaraju, Austin Huber

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025