CONFERENCE SERVICE
SESSION CHAIR · IEEE IRI 2026
Session G2 — Retrieval-Augmented Generation & Knowledge Graphs
- ROLE
- Session Chair — David Tom Foss
- CONFERENCE
- 27th IEEE International Conference on Information Reuse and Integration for Data Science (IEEE IRI 2026)
- WHEN
- 02 August 2026 · 9:45 – 11:30 am
- WHERE
- University of Washington Bothell, Seattle, Washington, USA
Chaired the full-paper session on retrieval-augmented generation and knowledge graphs at IEEE IRI 2026 — seven presentations spanning time-aware RAG architectures, knowledge poisoning defense, corpus distillation, knowledge-graph-grounded hallucination repair, LLM-driven schema-to-graph conversion, explainable question answering, and trace-retrieval prompting.
SESSION PROGRAM — 7 PAPERS
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Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation
MUNTASER SYED · MARIUS SILAGHI · SHEIKH ABUJAR · SHARUN AKTER
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Defending Against Knowledge Poisoning Attacks During Retrieval-Augmented Generation
KENNEDY EDEMACU · VINAY M. SHASHIDHAR · DAN ABUDU · MICHEAL TUAPE · BEAKCHEOL JANG · JONG WOOK KIM
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SynthLineage: Provably Optimal Corpus Distillation and Knowledge Graph Provenance for Collapse-Resistant LLM Fine-Tuning
VIKASH KUMAR
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ConstraintKG: Knowledge Graph-Grounded Detection and Repair of Structured Output Hallucinations in LLMs
VIKASH KUMAR
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From SQL to Knowledge Graphs: An LLM-Driven Multi-Agent Approach with Data Schema Improvement
KHANH PHAM DINH · QUY ANH DANG · LAM MAI THANH · KHANH BUI DAO DUY · SON TRUONG HY
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Explainable AI Question-Answering Framework: Integrating RAG with Knowledge Graph Reasoning
REETA SUMAN · BARILE BARISUA
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TrAFSP: Trace-Retrieval Augmented Few Shot Prompting for Link Generation
NABIN CHAULAGAIN · NAN NIU · SANDEEP REDDIVARI · JIANZHANG ZHANG
CERTIFICATE — SESSION CHAIR
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