Publications

August 9, 2026 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026)

Diagnosing Evidence Utilization in Multimodal Document Question Answering

Debolena Basak, Digbalay Bose, Koustava Goswami, Maunendra Sankar Desarkar

Document Intelligence Intelligent Agents & Assistants Natural Language Processing

August 6, 2026 ACM Computing Surveys

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey

Bo Ni, Zheyuan Liu, Leyao Wang, Yongjia Lei, Yuying Zhao, Xueqi Cheng, Qingkai Zeng, Luna Dong, Yinglong Xia, Krishnaram Kenthapadi, Ryan A. Rossi, Franck Dernoncourt, Md Mehrab Tanjim, Nesreen Ahmed, Xiaorui Liu, Wenqi Fan, Erik Blasch, Yu Wang, Meng Jiang, Tyler Derr

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

July 13, 2026 KDD 2026 Datasets and Benchmarks Track

Benchmarking Knowledge-Extraction Attack and Defense on Retrieval-Augmented Generation

Zhisheng Qi, Utkarsh Sahu, Li Ma, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Mahantesh M Halappanavar, Nesreen K. Ahmed, Yushun Dong, Yue Zhao, Yu Zhang, Yu Wang

AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing

July 7, 2026 ACL 2026

Lizard: An Efficient Linearization Framework for Large Language Models

Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Viet Lai, Haoliang Wang, Jayakumar Subramanian, Ryan A. Rossi, Trung Bui, Nikos Vlassis, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

July 7, 2026 ACL Findings 2026

Structured Uncertainty guided Clarification for LLM Agents

Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha

AI & Machine Learning Data Intelligence Intelligent Agents & Assistants

July 7, 2026 ACL 2026

Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams

Jiyeon Kim, Hyunji Lee, Dylan Zhou, Sue Hyun Park, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Sungmin Cha, Minjoon Seo

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

July 7, 2026 ACL 2026 Findings

FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation

Liqiang Jing, Viet Lai, David Seunghyun Yoon, Trung Bui, Xinya Du

AI & Machine Learning Computer Vision, Imaging & Video Intelligent Agents & Assistants

July 7, 2026 ACL 2026

Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models

Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

July 7, 2026 ACL SRW 2026

Test-Time Strategies for More Efficient and Accurate Agentic RAG

Brian Zhang, Deepti Guntur, Zhiyang Zuo, Abhinav Sharma, Shreyas Chaudhari, Wenlong Zhao, Franck Dernoncourt, Puneet Mathur, Ryan A. Rossi, Nedim Lipka

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

July 7, 2026 ACL 2026

Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI

Hieu Man, Van-Cuong Pham, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants