AAAI

Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model

Cong Cao, Huanjing Yue, Xin Liu, Jingyu Yang

Comments Accepted by AAAI 2025

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding

Yongxin Guo, Jingyu Liu, Mingda Li, Dingxin Cheng, Xiaoying Tang, Dianbo Sui, Qingbin Liu, Xi Chen, Kevin Zhao

Comments AAAI 2025

OneBatchPAM: A Fast and Frugal K-Medoids Algorithm

Antoine de Mathelin, Nicolas Enrique Cecchi, François Deheeger, Mathilde Mougeot, Nicolas Vayatis

Comments Paper accepted by AAAI 2025

A Metric for the Balance of Information in Graph Learning

Alex O. Davies, Nirav S. Ajmeri, Telmo de Menezes e Silva Filho

Comments In proceedings of the 4th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data

Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Quan Du, Di Yang, Jingbo Zhu

Comments Accepted by AAAI 2025

LNS2+RL: Combining Multi-Agent Reinforcement Learning with Large Neighborhood Search in Multi-Agent Path Finding

Yutong Wang, Tanishq Duhan, Jiaoyang Li, Guillaume Sartoretti

Comments Accepted for presentation at AAAI 2025

The Pitfalls of "Security by Obscurity" And What They Mean for Transparent AI

Peter Hall, Olivia Mundahl, Sunoo Park

Comments 27 pages, abbreviated version in AAAI 2025

VidSole: A Multimodal Dataset for Joint Kinetics Quantification and Disease Detection with Deep Learning

Archit Kambhamettu, Samantha Snyder, Maliheh Fakhar, Samuel Audia, Ross Miller, Jae Kun Shim, Aniket Bera

Comments Accepted by AAAI 2025 Special Track on AI for Social Impact

Docling: An Efficient Open-Source Toolkit for AI-driven Document Conversion

Nikolaos Livathinos, Christoph Auer, Maksym Lysak, Ahmed Nassar, Michele Dolfi, Panos Vagenas, Cesar Berrospi Ramis, Matteo Omenetti, Kasper Dinkla, Yusik Kim, Shubham Gupta, Rafael Teixeira de Lima, Valery Weber, Lucas Morin, Ingmar Meijer, Viktor Kuropiatnyk, Peter W. J. Staar

Comments Accepted to AAAI 25: Workshop on Open-Source AI for Mainstream Use

Task and Perception-aware Distributed Source Coding for Correlated Speech under Bandwidth-constrained Channels

Sagnik Bhattacharya, Muhammad Ahmed Mohsin, Ahsan Bilal, John M. Cioffi

Comments Published at AAAI 2025 Workshop

Journal ref Association for the Advancement of Artificial Intelligence (AAAI) 2025 Workshop

PixelMan: Consistent Object Editing with Diffusion Models via Pixel Manipulation and Generation

Liyao Jiang, Negar Hassanpour, Mohammad Salameh, Mohammadreza Samadi, Jiao He, Fengyu Sun, Di Niu

Comments AAAI 2025; version includes supplementary material; 27 Pages, 15 Figures, 6 Tables

Bounded Rationality Equilibrium Learning in Mean Field Games

Yannick Eich, Christian Fabian, Kai Cui, Heinz Koeppl

Comments AAAI 2025

Truthful Cake Sharing

Xiaohui Bei, Xinhang Lu, Warut Suksompong

Comments Appears in the 36th AAAI Conference on Artificial Intelligence (AAAI), 2022

Journal ref Social Choice and Welfare, 64(1-2):309-343 (2025)

From Sparse to Dense: Toddler-inspired Reward Transition in Goal-Oriented Reinforcement Learning

Junseok Park, Hyeonseo Yang, Min Whoo Lee, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang

Comments Extended version of AAAI 2024 paper: Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. This manuscript is currently being prepared for journal submission

Exploring Vision Language Models for Multimodal and Multilingual Stance Detection

Jake Vasilakes, Carolina Scarton, Zhixue Zhao

Comments Submitted to the International AAAI Conference on Web and Social Media (ICWSM) 2025

Online Prompt Selection for Program Synthesis

Yixuan Li, Lewis Frampton, Federico Mora, Elizabeth Polgreen

Comments Accepted at the 39th AAAI Conference on Artificial Intelligence (AAAI-25) Main Track

Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation

Seyedreza Mohseni, Seyedali Mohammadi, Deepa Tilwani, Yash Saxena, Gerald Ketu Ndawula, Sriram Vema, Edward Raff, Manas Gaur

Comments To appear in AAAI 2025, Main Track

Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification

Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann

Comments Accepted by AAAI'25

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction

Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S Nori, Eran Halperin, Wei Wang

Comments To appear at AAAI 2025

Auditing Yelp's Business Ranking and Review Recommendation Through the Lens of Fairness

Mohit Singhal, Javier Pacheco, Seyyed Mohammad Sadegh Moosavi Khorzooghi, Tanushree Debi, Abolfazl Asudeh, Gautam Das, Shirin Nilizadeh

Comments To appear in the 19th International AAAI Conference on Web and Social Media (ICWSM 2025), please cite accordingly

LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience

Nimesh Jha, Shuxin Lin, Srideepika Jayaraman, Kyle Frohling, Christodoulos Constantinides, Dhaval Patel

Comments Accepted at the AAAI-2025 Deployable AI Workshop

Low-Rank Adapters Meet Neural Architecture Search for LLM Compression

J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain

Comments AAAI-25 Workshop on Connecting Low-rank Representations in AI

Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy

Shaoyan Pan, Yikang Liu, Lin Zhao, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

Comments AAAI 2025

Decentralized Convergence to Equilibrium Prices in Trading Networks

Edwin Lock, Benjamin Patrick Evans, Eleonora Kreacic, Sujay Bhatt, Alec Koppel, Sumitra Ganesh, Paul W. Goldberg

Comments Extended version of paper accepted at AAAI'25

StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly?

Guobin Shen, Dongcheng Zhao, Aorigele Bao, Xiang He, Yiting Dong, Yi Zeng

Comments 11 pages, 9 figures, Accepted by AAAI 2025

MISCON: A Mission-Driven Conversational Consultant for Pre-Venture Entrepreneurs in Food Deserts

Subhasis Dasgupta, Hans Taparia, Laura Schmidt, Amarnath Gupta

Comments 8 pages. Acccepted for AAAI 2025 Workshop on AI for Public Missions, March 3rd, 2025

Sequential Decision Making in Stochastic Games with Incomplete Preferences over Temporal Objectives

Abhishek Ninad Kulkarni, Jie Fu, Ufuk Topcu

Comments 9 pages, 3 figures, accepted at AAAI 2025 (AI alignment track)

Revisiting Projection-Free Online Learning with Time-Varying Constraints

Yibo Wang, Yuanyu Wan, Lijun Zhang

Comments Accepted by AAAI 2025

Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference

Mingxin Li, Yuchen Zhang, Haowei Xu, Xianghua Li, Chao Gao, Zhen Wang

Comments AAAI 2025

A Training-free Synthetic Data Selection Method for Semantic Segmentation

Hao Tang, Siyue Yu, Jian Pang, Bingfeng Zhang

Comments Accepted to AAAI 2025