Muhammad Imam Luthfi Balaka

According to our database, Muhammad Imam Luthfi Balaka authored at least 5 papers between 2025 and 2026.

Collaborative distances:

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

2026

Demonstration of Pneuma-Seeker: Agentic System for Reifying and Fulfilling Information Needs on Tabular Data.

Muhammad Imam Luthfi Balaka, Raul Castro Fernandez

CoRR, April, 2026

Pneuma-Seeker: A Relational Reification Mechanism to Align AI Agents with Human Work over Relational Data.

Muhammad Imam Luthfi Balaka, John Hillesland, Kemal Badur, Raul Castro Fernandez

CoRR, March, 2026

The Pneuma Project: Reifying Information Needs as Relational Schemas to Automate Discovery, Guide Preparation, and Align Data with Intent.

Muhammad Imam Luthfi Balaka, Raul Castro Fernandez

Proceedings of the 16th Conference on Innovative Data Systems Research, 2026

Demonstration of Pneuma-Seeker: An Agentic System for Reifying and Fulfilling Information Needs on Tabular Data.

Muhammad Imam Luthfi Balaka, Raul Castro Fernandez

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

2025

Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System.

Muhammad Imam Luthfi Balaka, David Alexander, Qiming Wang, Yue Gong, Adila Krisnadhi, Raul Castro Fernandez

Proc. ACM Manag. Data, June, 2025