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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

Uncertainty for SVBRDF Acquisition using Frequency Analysis

SIGGRAPH 2025

Ruben Wiersma, Julien Philip, Milos Hasan, Krishna Mullia, Fujun Luan, Elmar Eisemann, Valentin Deschaintre

Computer Vision, Imaging & Video
Graphics (2D & 3D)

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

Variational Green and Biharmonic Coordinates for 2D Polynomial Cages

SIGGRAPH 2025

Élie Michel, Alec Jacobson, Siddhartha Chaudhuri, Jean Thiery

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 27, 2025

Putting Rigid Bodies to Rest

Siggraph 2025

Hossein Baktash, Nicholas Sharp, Qingnan Zhou, Keenan Crane, Alec Jacobson

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

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 3, 2025

SmartEdit: Editing-driven Engagement Prediction and Enhancement of Short-Videos

ICME 2025

saumya gupta, Ishita Dasgupta, Stefano Petrangeli, Somdeb Sarkhel

Content Intelligence
Intelligent Agents & Assistants

Publication date: July 1, 2025

MatSwap: Light-aware Material Transfers in Images

CGF (EGSR proc.) 2025

Ivan Lopes, Valentin Deschaintre, Yannick Hold-Geoffroy, Raoul De Charette

Best Paper Honorable Mention

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

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)

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