Publication date: May 26, 2025
Long-Context State-Space Video World Models
arxiv
Ryan Po, Yotam Nitzan, Richard Zhang, Berlin Chen, Tri Dao, Eli Shechtman, Gordon Wetzstein, Xun Huang
AI & Machine Learning 
Computer Vision, Imaging & Video
Publication date: May 19, 2025
Utilizing Provenance as an Attribute for Visual Data Analysis: A Design Probe with ProvenanceLens
IEEE TVCG 2025
Arpit Narechania, Shunan Guo, Eunyee Koh, Alex Endert, Jane Hoffswell
Data Intelligence 
Human Computer Interaction
Publication date: May 18, 2025
Disambiguation in Conversational Question Answering in the Era of LLM: A Survey
arXiv
Mehrab Tanjim, Yeonjun In, Xiang Chen, Victor S. Bursztyn, Ryan A. Rossi, Sungchul Kim, Guang-Jie Ren, Vaishnavi Muppala, Shun Jiang, Yongsung Kim, Chanyoung Park
- AI & Machine Learning
Intelligent Agents & Assistants 
Natural Language Processing
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
- AI & Machine Learning
Systems & Languages
Publication date: May 12, 2025
Image Vectorization via Gradient Reconstruction
Eurographics 2025
Souymodip Chakraborty, Vineet Batra, Ankit Phogat, Vishwas Jain, Jaswant Singh Ranawat, Michal Lukáč, Matt Fisher, Kevin Wampler
- AI & Machine Learning
- Computer Vision, Imaging & Video
Graphics (2D & 3D)
Publication date: May 12, 2025
Automatic Diffusion-Based Rigging for Characters with Diverse Topologies
Eurographics 2025
Zeqi Gu, Difan Liu, Timothy Langlois, Matt Fisher, Abe Davis
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Graphics (2D & 3D)
Publication date: May 12, 2025
2D Neural Fields with Learned Discontinuities
Eurographics 2025
Chenxi Liu, Siqi Wang, Matt Fisher, Deepali Aneja, Alec Jacobson
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Graphics (2D & 3D)
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
Best Paper Award Honorable Mention- Graphics (2D & 3D)
Publication date: May 11, 2025
Implicit UVs: Real-time Semi-global Parameterization of Implicit Surfaces
Eurographics 2025
Baptiste Genest, Pierre Gueth, Jérémy Levallois, Stephanie Wang
- 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
- AI & Machine Learning
- 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
- AI & Machine Learning
- 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
- AI & Machine Learning
- Human Computer Interaction
- Intelligent Agents & Assistants
- 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
- AI & Machine Learning
Document Intelligence - Intelligent Agents & Assistants
- 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
- AI & Machine Learning
- Document Intelligence
- Intelligent Agents & Assistants
- 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
- AI & Machine Learning
- Computer Vision, Imaging & Video
- 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
- AI & Machine Learning
- Document Intelligence
- Intelligent Agents & Assistants
- 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
- AI & Machine Learning
- Intelligent Agents & Assistants
- 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
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Human Computer Interaction
- 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
- 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, Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park, Kim
- Natural Language Processing
