Publication date: October 19, 2025
Long-lrm: Long-sequence large reconstruction model for wide-coverage gaussian splats
ICCV 2025
Chen Ziwen, Hao Tan, Kai Zhang, Sai Bi, Fujun Luan, Yicong Hong, Fuxin Li, Zexiang Xu
AI & Machine Learning 
Computer Vision, Imaging & Video 
Graphics (2D & 3D)
Publication date: October 19, 2025
VEGGIE: Instructional Editing and Reasoning of Video Concepts with Grounded Generation
ICCV 2025
Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou, Hao Tan, Joyce Chai, Mohit Bansal
- AI & Machine Learning
- Computer Vision, Imaging & Video
Publication date: October 19, 2025
REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder
ICCV 2025
Yitian Zhang, Long Mai, Aniruddha Mahapatra, David Bourgin, Yicong Hong, Jonah Casebeer, Feng Liu, Yun Fu
- AI & Machine Learning
- Computer Vision, Imaging & Video
Publication date: October 9, 2025
DynaSaur: Large Language Agents Beyond Predefined Actions
COLM 2025
Dang Nguyen, Viet Dac Lai, David Seunghyun Yoon, Ryan A. Rossi, Handong Zhao, Ruiyi Zhang, Puneet Mathur, Nedim Lipka, Yu Wang, Trung Bui, Franck Dernoncourt, Tianyi Zhou
- AI & Machine Learning
Intelligent Agents & Assistants 
Natural Language Processing
Publication date: August 1, 2025
ChartLens: Fine-grained Visual Attribution in Charts
ACL 2025
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha
- AI & Machine Learning
Document Intelligence - Natural Language Processing
Publication date: August 1, 2025
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025
Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, David Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian McAuley
- AI & Machine Learning
- Natural Language Processing
Publication date: August 1, 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
ACL 2025 Findings
Yongjia Lei, Haoyu Han, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka, Mahantesh M Halappanavar, Jiliang Tang, Yu Wang
- AI & Machine Learning
- Natural Language Processing
Publication date: August 1, 2025
Click, Type, Repeat: A Comprehensive Survey on GUI Agents
ACL 2025 Findings
Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, David Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt
- AI & Machine Learning
- Intelligent Agents & Assistants
- Natural Language Processing
Publication date: August 1, 2025
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion
ACL 2025 Findings
Yejun Yoon, Jaeyoon Jung, David Seunghyun Yoon, Kunwoo Park
- AI & Machine Learning
- Document Intelligence
- Natural Language Processing
Publication date: August 1, 2025
SlimLM: An Efficient Small Language Model for On-Device Document Assistance
ACL 2025 System Demonstrations
Thang M. Pham, Phat T. Nguyen, David Seunghyun Yoon, Viet Lai, Franck Dernoncourt, Trung Bui
- AI & Machine Learning
- Document Intelligence
- Intelligent Agents & Assistants
- Natural Language Processing
Publication date: July 31, 2025
Document Attribution: Examining Citation Relationships using Large Language Models
ACL 2025 Fifth Workshop on Scholarly Document Processing
Vipula Rawte, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka
- AI & Machine Learning
- Document Intelligence
- Natural Language Processing
Publication date: July 19, 2025
NoLiMa: Long-Context Evaluation Beyond Literal Matching
ICML 2025
Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, David Seunghyun Yoon, Hinrich Schütze
- AI & Machine Learning
- Document Intelligence
- Intelligent Agents & Assistants
- Natural Language Processing
Publication date: July 19, 2025
Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage
ICML 2025
Saehyung Lee, David Seunghyun Yoon, Trung Bui, Jing Shi, Sungroh Yoon
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Natural Language Processing
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
- AI & Machine Learning
- Document Intelligence
- Natural Language Processing
Publication date: July 5, 2025
ImprovMate: Multimodal AI Assistant for Improv Actor Training
DIS 2025
Riccardo Drago, Yotam Sechayk, Doga Dogan, Andrea Sanna, Takeo Igarashi
- AI & Machine Learning
Human Computer Interaction - Intelligent Agents & Assistants
Publication date: July 4, 2025
Narrative Motion Blocks: Combining Direct Manipulation and Natural Language Interactions for Animation Creation
DIS 2025
Samuelle Bourgault, Li-Yi Wei, Jennifer Jacobs, Rubaiat Habib
Best paper award- AI & Machine Learning
- Human Computer Interaction
Publication date: July 1, 2025
A Deep Emulator for Secondary Motion of 3D Characters
Proceedings of the 34nd IEEE International Conference on Computer Vision and Pattern Recognition
Mianlun Zheng, Yi Zhou, Duygu Ceylan, Jernej Barbic
Oral Paper- AI & Machine Learning
- Computer Vision, Imaging & Video
- Graphics (2D & 3D)
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
- AI & Machine Learning
Systems & Languages
Publication date: June 15, 2025
The Photographer’s Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers
CVPR 2025
Daiqing Qi, Handong Zhao, Jing Shi, Simon Jenni, Yifei Fan, Franck Dernoncourt, Scott Cohen, Sheng Li
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Intelligent Agents & Assistants
Publication date: June 15, 2025
MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis
Conference on Computer Vision and Pattern Recognition (CVPR 2025)
Tianyu (Steve) Wang, Jianming Zhang, Haitian Zheng, Zhihong Ding, Scott Cohen, Zhe Lin, Wei Xiong, Chi-Wing Fu, Luis Figueroa, Soo Ye Kim
- AI & Machine Learning
- Computer Vision, Imaging & Video
