Publications

Publication date: December 24, 2025

ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing

IJCNLP-AACL 2025 System Demonstrations

Kanika Goswami, Puneet Mathur, Ryan A. Rossi, Franck Dernoncourt, Vivek Gupta, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 15, 2025

Evaluating and Sampling Glinty NDFs in Constant Time

SIGGRAPH Asia 2025

Pauli Kemppinen, Loïs Paulin, Théo Thonat, Jean Thiery, Jaakko Lehtinen, Tamy Boubekeur
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 15, 2025

Lifted Surfacing of Generalized Sweep Volumes

Siggraph Asia 2025

Yiwen Ju, Qingnan Zhou, Xingyi Du, Nathan Carr, Tao Ju
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 15, 2025

ART-DECO: Arbitrary Text Guidance for 3D Detailizer Construction

SIGGRAPH Asia (conference track)

Qimin Chen, Yuezhi Yang, Yifan Wang, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Hao (Richard) Zhang, Zhiqin Chen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 7, 2025

Personalized Graph-Based Retrieval for Large Language Models

PACLIC 2025

Steven Au, Cameron Dimacali, Ojasmitha Pedirappagari, Namyong Park, Franck Dernoncourt, Yu Wang, Nikos Kanakaris, Hanieh Deilamsalehy, Ryan A. Rossi, Nesreen K. Ahmed
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 7, 2025

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

PACLIC 2025

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 7, 2025

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations

NeurIPS 2025 MTI-LLM workshop

Li Li, Peilin Cai, Ryan A. Rossi, Franck Dernoncourt, Branislav Kveton, Junda Wu, Tong Yu, Linxin Song, Tiankai Yang, Yuehan Qin, Nesreen K. Ahmed, Samyadeep Basu, Subhojyoti Mukherjee, Ruiyi Zhang, Zhengmian Hu, Bo Ni, Yuxiao Zhou, Zichao Wang, Yue Huang, Yu Wang, Xiangliang Zhang, Philip S. Yu, Xiyang Hu, Yue Zhao
Spotlight paper (top 5%)
  • Adobe Research icon AI & Machine Learning
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Publication date: December 7, 2025

TextIT: Inference-Time Representation Alignment for Improved Visual Text Generation in Diffusion Models

Workshop on Unifying Representations in Neural Models, 39th Annual Conference on Neural Information Processing Systems (NeurIPS)

Abhikhya Tripathy, Aishwarya Agarwal, Srikrishna Karanam, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 7, 2025

RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis

Women in Machine Learning Workshop, 39th Annual Conference on Neural Information Processing Systems (NeurIPS)

Anku Rani, Aparna Garimella, Apoorv Saxena, Balaji Vasan Srinivasan, Paul Liang
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

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: December 3, 2025

On the Coexistence and Ensembling of Watermarks

International Conference on Neural Information Processing Systems (NeurIPS)

Aleksandar Petrov, Shruti Agarwal, Phil Torr, Adel Bibi, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 3, 2025

Program Synthesis via Test-Time Transduction

NeurIPS 2025

Kang-il_Lee, Jahyun Koo, David Seunghyun Yoon, Minbeom Kim, Hyukhun Koh, Dongryeol Lee, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
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  • Adobe Research icon Intelligent Agents & Assistants
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Publication date: December 3, 2025

Leveraging semantic similarity for experimentation with AI-generated treatments

Neural Information Processing Systems (NeurIPS 2025)

Lei Shi, David Arbour, Raghavendra Addanki, Ritwik Sinha, Avi Feller
  • Adobe Research icon AI & Machine Learning
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Publication date: December 1, 2025

Fine-Grained Spatially Varying Material Selection in Images

SIGGRAPH Asia 2025

Julia Guerrero-Viu, Michael Fischer, Iliyan Georgiev, Elena Garces, Diego Gutierrez, Belen Masia, Valentin Deschaintre
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 1, 2025

Localizing Knowledge in Diffusion Transformers

Neural Information Processing Systems (NeurIPS)

Arman Zarei, Samyadeep Basu, Keivan Rezaei, Zihao Lin, Sayan Nag, Soheil Feizi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 24, 2025

Boosting Camera Motion Control for Video Diffusion Transformers

The British Machine Vision Conference (BMVC 2025)

Soon Yau Cheong, Duygu Ceylan, Armin Mustafa, Andrew Gilbert, Chun-Hao Paul Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: November 24, 2025

Towards 3D-Consistent Video Generators

The British Machine Vision Conference (BMVC 2025)

Chun-Hao Paul Huang, Niloy J. Mitra, Hyeonho Jeong, Jae Shin Yoon, Duygu Ceylan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: November 23, 2025

ImProvShow: Multimodal Fusion for Image Provenance Summarization

British Machine Vision Conference (BMVC)

Alexander Black, Jing Shi, Yifei Fan, John Collomosse
  • Adobe Research icon AI & Machine Learning
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  • Adobe Research icon Natural Language Processing

Publication date: November 9, 2025

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents

EMNLP 2025

Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Vivek Gupta, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
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