Publications

MusicRec: Audio, Lyrics, and Engagement Feature Enrichment for Music Recommendation

Srikar Prabhas Kandagatla, Sreehitha R. Narayana, Chandana Magapu, Swetha Mohan, Shamanth Kuthpadi Seethakantha, Hongjie Chen, Ryan A. Rossi, Franck Dernoncourt, Nesreen Ahmed

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion

Chien Van Nguyen, Chaitra Hegde, Van Cuong Pham, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen

Spotlight paper

ViT-AdaLA: Adapting Vision Transformers with Linear Attention

Yifan Li, David Seunghyun Yoon, Viet Lai, Franck Dernoncourt, Jason Kuen, Yu Kong, Trung Bui

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos

Daeun Lee, Subhojyoti Mukherjee, Branislav Kveton, Ryan A. Rossi, Viet Lai, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Mohit Bansal

When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction

Vardhan_Dongre, Joseph Hsieh, Viet Lai, David Seunghyun Yoon, Trung Bui, Dilek Hakkani-Tür

Iterative Critique-Refine Framework for Enhancing LLM Personalization

Durga Prasad Maram, Dhruvin Gandhi, Zonghai Yao, Gayathri Akkinapalli, Franck Dernoncourt, Yu Wang, Ryan A. Rossi, Nesreen K. Ahmed

Reasoning-Based Personalized Generation for Sparse Users

Bo Ni, Branislav Kveton, Samyadeep Basu, Subhojyoti Mukherjee, Leyao Wang, Franck Dernoncourt, Sungchul Kim, David Seunghyun Yoon, Jack Wang, Ruiyi Zhang, Puneet Mathur, Jihyung Kil, Jiuxiang Gu, Nedim Lipka, Yu Wang, Ryan A. Rossi, Tyler Derr

UXCascade: Scalable Usability Testing with Simulated User Agents

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

Surprise2Refine: Axis-Centered Exploration-To-Refinement for Agent-Assisted Creative Scaffolding

Yuzhe You, Gromit Yeuk-Yin Chan, Shunan Guo, Anlan Zhang, Eunyee Koh, Jian Zhao, Tongyu Zhou

CAVEWOMAN: How Large Language Models Behave Under Linguistic Input and Output Compression

Morayo Danielle Adeyemi, Ryan A. Rossi, Franck Dernoncourt