Publications

December 17, 2026 IEEE BigData 2026

DISC: Domain-Integrated Similarity Cost for Time-Series Dataset

Yen-Ku Liu, Hongjie Chen, Franck Dernoncourt, Ryan A. Rossi

AI & Machine Learning Content Intelligence Data Intelligence

November 2, 2026 UIST 2026

UXCascade: Scalable Usability Testing with Simulated User Agents

Steffen Holter, Eunyee Koh, Doga Dogan, Gromit Yeuk-Yin Chan

AI & Machine Learning Content Intelligence Data Intelligence

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

April 25, 2026 ICLR 2026

MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models

Jonas Belouadi, Tamy Boubekeur, Adrien Kaiser

AI & Machine Learning Computer Vision, Imaging & Video Content Intelligence

December 7, 2025 PACLIC 2025

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition

Mayank Bumb, Anshul Vemulapalli, Sri Harsha Vardhan Prasad Jella, Anish Gupta, An La, Ryan A. Rossi, Hongjie Chen, Franck Dernoncourt, Nesreen K. Ahmed, Yu Wang

AI & Machine Learning Data Intelligence 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 3, 2025 Neural Information Processing Systems (NeurIPS 2025)

Leveraging semantic similarity for experimentation with AI-generated treatments

Lei Shi, David Arbour, Raghavendra Addanki, Ritwik Sinha, Avi Feller

AI & Machine Learning Data Intelligence Natural Language Processing

October 19, 2025 International Conference on Computer Vision (ICCV 2025)

Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles

Eric Slyman, Mehrab Tanjim, Kushal Kafle, Stefan Lee

Computer Vision, Imaging & Video Content Intelligence Data Intelligence

October 19, 2025 International Conference on Computer Vision (ICCV 2025)

Improving Large Vision and Language Models by Learning from a Panel of Peers

Jefferson Hernandez, Jing Shi, Simon Jenni, Vicente Ordonez, Kushal Kafle

Computer Vision, Imaging & Video Content Intelligence Data Intelligence

July 28, 2025 Uncertainty in Artificial Intelligence (UAI 2025)

Experimentation under Treatment Dependent Network Interference

Shiv Shankar, Ritwik Sinha, Madalina Fiterau

AI & Machine Learning Data Intelligence