Publications

Publication date: May 4, 2026

Dripping Thin Films for Real-time Digital Painting

Eurographics 2026

Zoé Herson, Axel Paris, Élie Michel
  • Adobe Research icon Graphics (2D & 3D)

Publication date: April 25, 2026

Steering MoE LLMs via Expert (De)Activation

ICLR 2026

Mohsen Fayyaz, Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Ryan A. Rossi, Trung Bui, Hinrich Schuetze, Nanyun Peng
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 25, 2026

Charts Are Not Images: On the Challenges of Scientific Chart Editing

ICLR 2026

Li Li, Ryan A. Rossi, Sungchul Kim, Sunav Choudhary, Franck Dernoncourt, Puneet Mathur, Zhengzhong Tu, Yue Zhao
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 25, 2026

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

ICLR 2026

Jonas Belouadi, Tamy Boubekeur, Adrien Kaiser
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Natural Language Processing

Publication date: April 25, 2026

EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning

International Conference on Learning Representations (ICLR 2026)

Xuan Ju, Tianyu (Steve) Wang, Yuqian Zhou, He Zhang, Qing Liu, Nanxuan (Cherry) Zhao, Zhifei Zhang, Yijun Li, Yuanhao Cai, Shaoteng Liu, Daniil Pakhomov, Zhe Lin, Soo Ye Kim, Qiang Xu
Oral
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: April 25, 2026

Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations

International Conference on Learning Representations (ICLR 2026)

Zichao Li, Gang Wu, Jack Wang, Ruiyi Zhang, Wanrong Zhu, Ryan A. Rossi, Vlad Morariu, Jihyung Kil
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 23, 2026

No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping

ICLR 2026

Thanh-Long V. Le, Myeongho Jeon, Kim Vu, Viet Lai, Eunho Yang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: April 13, 2026

SoundStager: Interactive Design of Story-Driven GenAI Soundscapes for Video

ACM Conference on Human Factors in Computing Systems (CHI 2026)

Suhyeon Yoo, Adolfo Hernandez Santisteban, Prem Seetharaman, Justin Salamon, Oriol Nieto, Anh Truong
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: April 13, 2026

MoSound: An Interactive Tool for Generative Sound Design in Motion Graphics

CHI 2026

Jialin Huang, Prem Seetharaman, Tim Langlois, Li-Yi Wei, Rubaiat Habib, Yotam Gingold
Best paper honorable mention
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: April 13, 2026

Notational Animating: An Interactive Approach to Creating and Editing Animation Keyframes

CHI 2026

Xinyu Shi, Li-Yi Wei, Nanxuan (Cherry) Zhao, Jian Zhao, Rubaiat Habib
Best paper honorable mention
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: April 13, 2026

VidTune: Creating Video Soundtracks with Generative Music and Video-Based Thumbnails

CHI Conference on Human Factors in Computing Systems (CHI 2026)

Mina Huh, Ailie Fraser, Dingzeyu Li, Mira Dontcheva, Bryan Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: March 29, 2026

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs

EACL 2026 Findings

Paiheng Xu, Gang Wu, Xiang Chen, Tong Yu, Chang Xiao, Franck Dernoncourt, Tianyi Zhou, Wei Ai, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: March 29, 2026

A Survey on LLM-based Conversational User Simulation

EACL 2026

Bo Ni, Yu Wang, Leyao Wang, Branislav Kveton, Franck Dernoncourt, Yu Xia, Hongjie Chen, Reuben Luera, Samyadeep Basu, Subhojyoti Mukherjee, Puneet Mathur, Nesreen K. Ahmed, Junda Wu, Li Li, Huixin Zhang, Ruiyi Zhang, Tong Yu, Sungchul Kim, Jiuxiang Gu, Zhengzhong Tu, Alexa Siu, Zichao Wang, David Seunghyun Yoon, Nedim Lipka, Namyong Park, Zihao Lin, Trung Bui, Yue Zhao, Tyler Derr, Ryan A. Rossi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: March 29, 2026

Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact

EACL 2026

Hyunji Lee, David Seunghyun Yoon, Yunjae Won, Hanseok Oh, Geewook Kim, Trung Bui, Franck Dernoncourt, Elias Stengel-Eskin, Mohit Bansal, Minjoon Seo
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: March 29, 2026

VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration

EACL 2026 Workshop on Fact Extraction and VERification (FEVER)

Jaeyoon Jung, Yejun Yoon, David Seunghyun Yoon, Kunwoo Park
1st place at the main challenge
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: March 10, 2026

Understanding Generative AI Capabilities in Everyday Image Editing Tasks

WACV 2026

Brandon Collins, Mohammad Reza Taesiri, Logan Bolton, Viet Lai, Franck Dernoncourt, Trung Bui, Anh Totti Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: March 10, 2026

NRGMark: Localized Watermarking for Energy Transparency in Images

Winter Conference on Applications of Computer Vision (WACV 2026)

Shruti Agarwal, Élie Michel, Vishal Asnani, Tania Mathern, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: March 6, 2026

Vision Language Models Learn to Assess Images with Specialists

WACV 2026

Quyet V. Do, David Seunghyun Yoon, Ruiyi Zhang, Thiloshon Nagarajah, Trung Bui, Viet Lai
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: March 1, 2026

SAMa: Material-aware 3D Selection and Segmentation

3DV 2026

Michael Fischer, Iliyan Georgiev, Thibault Groueix, Vladimir (Vova) Kim, Tobias Ritschel, Valentin Deschaintre
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: February 26, 2026

Knowledge Homophily in Large Language Models

WSDM 2026

Utkarsh Sahu, Zhisheng Qi, Mahantesh Halappanavar, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt, Yu Zhang, Yao Ma, Yu Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing
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