Publications

Publication date: December 6, 2025

Power Efficient Mobile VTuber Live Streaming

ACM International Conference on Multimedia in Asia (MM Asia)

Stefano Petrangeli, Vishy Swaminathan
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 17, 2025

LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models

SIGIR 2025

Hieu Man, Nghia Trung Ngo, Viet LAI, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 22, 2025

Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation

Special Interest Group on Management of Data (SIGMOD)

Shubham Agarwal, Sai Narayan Sundaresan, Subrata Mitra, Deb Mahapatra, Tong Yu, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: June 13, 2025

Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions

Computer Vision and Pattern Recognition Conference (CVPR)

Uttaran Bhattacharya, Yi Zhou, Yu Shen, Chun-Hao Paul Huang, Saayan Mitra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: June 10, 2025

TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction

Computer Vision and Pattern Recognition (CVPR)

Aishwarya Agarwal, Srikrishna Karanam, Vineet Gandhi
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 10, 2025

Composing Parts for Expressive Object Generation

Computer Vision and Pattern Recognition (CVPR)

Harsh Rangwani, Aishwarya Agarwal, Kuldeep Kulkarni, R. Venkatesh Babu, Srikrishna Karanam
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 12, 2025

DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling

The Annual Conference on Machine Learning and Systems (MLSys)

Sohaib Ahmad, Qizheng Yang, Haoliang Wang, Ramesh K. Sitaraman, Hui Guan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: May 11, 2025

Lipschitz Pruning: Hierarchical Simplification of Primitive-Based SDFs

Eurographics 2025

Wilhem Barbier*, Mathieu Sanchez*, Axel Paris, Élie Michel, Thibaud Lambert, Tamy Boubekeur, Mathias Paulin, Théo Thonat
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 4, 2025

Demystifying the Power of Large Language Models in Graph Generation

NAACL 2025 Findings

Yu Wang, Ryan A. Rossi, Namyong Park, Nesreen K. Ahmed, Danai Koutra, Franck Dernoncourt, Tyler Derr
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: May 4, 2025

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes

NAACL 2025

Isabel O. Gallegos, Ryan Aponte, Ryan A. Rossi, Joe Barrow, Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt, Nedim Lipka, Deonna Owens, Jiuxiang Gu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2025

Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions

WWW 2025

Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Alexa Siu, Sungchul Kim, Tong Yu, Ruiyi Zhang, Xiang Chen, Nedim Lipka, Zhehao Zhang, Seon Gyeom Kim, Tak Yeon Lee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2025

MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections

NAACL 2025

Nishant Balepur, Alexa Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan Lee Boyd-Graber, Puneet Mathur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: May 2, 2025

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

NAACL 2025

Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2025

VLind-Bench: Measuring Language Priors in Large Vision-Language Models

NAACL 2025 Findings

Kang-il Lee, Minbeom Kim, David Seunghyun Yoon, Minsung Kim, Dongryeol Lee, Hyukhun Koh, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2025

CORG: Generating Answers from Complex, Interrelated Contexts

NAACL 2025

Hyunji Lee, Franck Dernoncourt, Trung Bui, David Seunghyun Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2025

Generating Diverse Hypotheses for Inductive Reasoning

NAACL 2025

Kang-il Lee, Hyukhun Koh, Dongryeol Lee, David Seunghyun Yoon, Minsung Kim, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2025

VideoDiff: Human-AI Video Co-Creation with Alternatives

CHI 2025

Mina Huh, Dingzeyu Li, Kim Pimmel, Hijung Valentina Shin, Amy Pavel, Mira Dontcheva
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: April 29, 2025

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval

The North American Chapter of the Association for Computational Linguistics (NAACL)

Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian McAuley
  • Adobe Research icon Natural Language Processing

Publication date: April 29, 2025

Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering

The North American Chapter of the Association for Computational Linguistics (NAACL)

Yeonjun In, Sungchul Kim, Ryan A. Rossi, Md Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park, Kim
  • Adobe Research icon Natural Language Processing

Publication date: April 29, 2025

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey

The North American Chapter of the Association for Computational Linguistics (NAACL)

Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian McAuley, Wei Ai, Furong Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing
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