Publication date: September 10, 2025
Multi-LLM Text Summarization
RANLP 2025
Jiangnan Fang, Cheng-Tse Liu, Jieun Kim, Yash Bhedaru, Ethan Liu, Nikhil Singh, Nedim Lipka, Puneet Mathur, Nesreen K. Ahmed, Franck Dernoncourt, Ryan A. Rossi, Hanieh Deilamsalehy
AI & Machine Learning 
Document Intelligence 
Natural Language Processing
Publication date: August 11, 2025
MonetGPT: Solving Puzzles Enhances MLLMs’ Image Retouching Skills
SIGGRAPH 2025
Niladri Dutt, Duygu Ceylan, Niloy J. Mitra
Journal paper- AI & Machine Learning
Computer Vision, Imaging & Video 
Graphics (2D & 3D)
Publication date: August 11, 2025
StreamME: Simplify 3D Gaussian Avatar within Live Stream
SIGGRAPH 2025
Luchuan Song, Yang Zhou, Zhan Xu, Yi Zhou, Deepali Aneja, Chenliang Xu
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Graphics (2D & 3D)
Publication date: August 10, 2025
MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation
SIGGRAPH 2025
Jinbo Xing, Long Mai, Cusuh Ham, Aniruddha Mahapatra, Chi-Wing Fu, Tien-Tsin Wong, Feng Liu
- AI & Machine Learning
- Computer Vision, Imaging & Video
Publication date: August 10, 2025
RigAnything: Template-Free Autoregressive Rigging for Diverse 3D Assets
ACM Transactions on Graphics (SIGGRAPH 2025)
Isabella Liu, Zhan Xu, Yifan Wang, Hao Tan, Zexiang Xu, Xiaolong Wang, Hao Su, Zifan Shi
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Graphics (2D & 3D)
Publication date: August 10, 2025
Motion Inversion for Video Customization
SIGGRAPH 2025
Luozhou Wang, Ziyang Mai, Guibao Shen, Yixun Liang, Xin Tao, Pengfei Wan, Di Zhang, Yijun Li, Ying-Cong Chen
- AI & Machine Learning
- Computer Vision, Imaging & Video
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 30, 2025
MaterialPicker: Multi-Modal DiT-Based Material Generation
SIGGRAPH 2025
Xiaohe Ma, Valentin Deschaintre, Milos Hasan, Fujun Luan, Kun Zhou, Hongzhi Wu, Yiwei Hu
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Graphics (2D & 3D)
Publication date: July 30, 2025
IntrinsicEdit: Precise generative image manipulation in intrinsic space
SIGGRAPH 2025
Linjie Lyu, Valentin Deschaintre, Yannick Hold-Geoffroy, Milos Hasan, Jae Shin Yoon, Thomas Leimkühler, Christian Theobalt, Iliyan Georgiev
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Graphics (2D & 3D)
Publication date: July 27, 2025
Generative Neural Materials
SIGGRAPH 2025
Nithin Raghavan, Krishna Mullia, Alex Trevithick, Fujun Luan, Milos Hasan, Ravi Ramamoorthi
- AI & Machine Learning
- Graphics (2D & 3D)
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
