Publications

Steven Au, Cameron Dimacali, Ojasmitha Pedirappagari, Namyong Park, Franck Dernoncourt, Yu Wang, Nikos Kanakaris, Hanieh Deilamsalehy, Ryan A. Rossi, Nesreen K. Ahmed

AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing

December 7, 2025 NeurIPS 2025 MTI-LLM workshop

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations

Li Li, Peilin Cai, Ryan A. Rossi, Franck Dernoncourt, Branislav Kveton, Junda Wu, Tong Yu, Linxin Song, Tiankai Yang, Yuehan Qin, Nesreen K. Ahmed, Samyadeep Basu, Subhojyoti Mukherjee, Ruiyi Zhang, Zhengmian Hu, Bo Ni, Yuxiao Zhou, Zichao Wang, Yue Huang, Yu Wang, Xiangliang Zhang, Philip S. Yu, Xiyang Hu, Yue Zhao

Spotlight paper (top 5%)

AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing

December 3, 2025 NeurIPS 2025

Program Synthesis via Test-Time Transduction

Kang-il_Lee, Jahyun Koo, David Seunghyun Yoon, Minbeom Kim, Hyukhun Koh, Dongryeol Lee, Kyomin Jung

AI & Machine Learning Data Intelligence Intelligent Agents & Assistants

December 2, 2025 NeurIPS 2025

Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization

Subhojyoti Mukherjee, Viet Lai, Raghavendra Addanki, Ryan A. Rossi, David Seunghyun Yoon, Trung Bui, Anup Rao, Jayakumar Subramanian, Branislav Kveton

AI & Machine Learning Intelligent Agents & Assistants

November 9, 2025 EMNLP 2025

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents

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

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants