Publications

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

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

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

TAC: Timestamped Audio Captioning

Sonal Kumar, Prem Seetharaman, Ke Chen, Oriol Nieto, Jiaqi Su, Zhepei Wang, Rithesh Kumar, Dinesh Manocha, Nicholas J. Bryan, Zeyu Jin, Justin Salamon

V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation

Yan-Bo Lin, Jonah Casebeer, Long Mai, Aniruddha Mahapatra, Gedas Bertasius, Nicholas J. Bryan

RigIt: Precise Interactive Articulation of Objects in Images

Ayan Kashyap, Aishwarya Agarwal, Deepti Ghadiyaram, Vineet Gandhi, Agarwal

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