AAAI

Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering

Nick Ferguson, Liane Guillou, Alan Bundy, Kwabena Nuamah

Comments 8 pages. Accepted to the Workshop on Planning in the Era of LLMs (LM4Plan @ AAAI 2025)

A Multiagent Path Search Algorithm for Large-Scale Coalition Structure Generation

Redha Taguelmimt, Samir Aknine, Djamila Boukredera, Narayan Changder, Tuomas Sandholm

Comments Long and updated version to the published paper in the Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

MuDoC: An Interactive Multimodal Document-grounded Conversational AI System

Karan Taneja, Ashok K. Goel

Comments 5 pages, 3 figures, AAAI-MAKE 2025

Two-Stage Representation Learning for Analyzing Movement Behavior Dynamics in People Living with Dementia

Jin Cui, Alexander Capstick, Payam Barnaghi, Gregory Scott

Comments AAAI 2025 Workshop on Large Language Models and Generative AI for Health

Journal ref AAAI 2025 Workshop on Large Language Models and Generative AI for Health

Two-Player Zero-Sum Differential Games with One-Sided Information

Mukesh Ghimire, Zhe Xu, Yi Ren

Comments Fixed typo on table 1. 6 pages, 4 figures, MARW Workshop in AAAI 2025. arXiv admin note: text overlap with arXiv:2502.00560

THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings

Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang

Comments Accepted by AAAI 2025

$\textrm{A}^{\textrm{2}}$RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion

Jiawei Li, Hongwei Yu, Jiansheng Chen, Xinlong Ding, Jinlong Wang, Jinyuan Liu, Bochao Zou, Huimin Ma

Comments 9 pages, 8 figures, The 39th Annual AAAI Conference on Artificial Intelligence

Learning Strategy Representation for Imitation Learning in Multi-Agent Games

Shiqi Lei, Kanghoon Lee, Linjing Li, Jinkyoo Park

Comments 13 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:2402.18617

Journal ref AAAI 2025

LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement

Nan Jiang, Shanchao Liang, Chengxiao Wang, Jiannan Wang, Lin Tan

Comments This paper is accepted by The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

Differentially Private Prototypes for Imbalanced Transfer Learning

Dariush Wahdany, Matthew Jagielski, Adam Dziedzic, Franziska Boenisch

Comments To be published at the 39th Annual AAAI Conference on Artificial Intelligence, Philadelphia, 2025

Shield Synthesis for LTL Modulo Theories

Andoni Rodriguez, Guy Amir, Davide Corsi, Cesar Sanchez, Guy Katz

Comments To appear in AAAI 2025

Rolling Ahead Diffusion for Traffic Scene Simulation

Yunpeng Liu, Matthew Niedoba, William Harvey, Adam Scibior, Berend Zwartsenberg, Frank Wood

Comments Accepted to Workshop on Machine Learning for Autonomous Driving at AAAI 2025

Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery

Menglin Wang, Zhun Zhong, Xiaojin Gong

Comments Accepted to AAAI 2025

Improve LLM-based Automatic Essay Scoring with Linguistic Features

Zhaoyi Joey Hou, Alejandro Ciuba, Xiang Lorraine Li

Comments To be published in the workshop Innovation and Responsibility in AI-Supported Education (iRaise) at the 2025 Conference on Artificial Intelligence (AAAI)

Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting

Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin, Zhao Wang, Lequan Yu

Comments Accepted by 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025). 10 pages, 4 figures

MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation

YoonJe Kang, Yonghoon Jung, Wonseop Shin, Bumsoo Kim, Sanghyun Seo

Comments 6 pages, 6 figures. Accepted as Oral Presentation to AAAI 2025 Workshop on Good-Data

Enhancing Large Language Model Performance with Gradient-Based Parameter Selection

Haoling Li, Xin Zhang, Xiao Liu, Yeyun Gong, Yifan Wang, Qi Chen, Peng Cheng

Comments Accepted by AAAI 2025

Boosting Segment Anything Model Towards Open-Vocabulary Learning

Xumeng Han, Longhui Wei, Xuehui Yu, Zhiyang Dou, Xin He, Kuiran Wang, Yingfei Sun, Zhenjun Han, Qi Tian

Comments Accepted by AAAI 2025

Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions

Prajwal Gatti, Kshitij Parikh, Dhriti Prasanna Paul, Manish Gupta, Anand Mishra

Comments Accepted at AAAI 2024, 9 pages. Project Website: https://vl2g.github.io/projects/cstbir

Mitigating Social Bias in Large Language Models: A Multi-Objective Approach within a Multi-Agent Framework

Zhenjie Xu, Wenqing Chen, Yi Tang, Xuanying Li, Cheng Hu, Zhixuan Chu, Kui Ren, Zibin Zheng, Zhichao Lu

Comments This work has been accepted at The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025)

DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation

Hourun Li, Yifan Wang, Zhiping Xiao, Jia Yang, Changling Zhou, Ming Zhang, Wei Ju

Comments Accepted at AAAI 2025

All You Need in Knowledge Distillation Is a Tailored Coordinate System

Junjie Zhou, Ke Zhu, Jianxin Wu

Comments Accepted by AAAI 2025

Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization

Pedro Orvalho, Mikoláš Janota, Vasco Manquinho

Comments Accepted at AAAI 2025. 11 pages, 4 listings, 2 figures and 5 tables

Unsupervised Translation of Emergent Communication

Ido Levy, Orr Paradise, Boaz Carmeli, Ron Meir, Shafi Goldwasser, Yonatan Belinkov

Comments 19 pages (including appendix and bibliography), Accepted to AAAI 2025

Small Language Model Makes an Effective Long Text Extractor

Yelin Chen, Fanjin Zhang, Jie Tang

Comments AAAI'25, 9 pages, 1 appendix pages

Don't Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification

Peipei Wei, Dimitris Dimitriadis, Yan Xu, Mingwei Shen

Comments To be published in AAAI 2025 Workshop on Advancing LLM-Based Multi-Agent Collaboration

SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection

Elvin Li, Zhengli Shang, Onat Gungor, Tajana Rosing

Comments Accepted by the AAAI-25 Workshop on Artificial Intelligence for Cyber Security (AICS)

GHOST: Gaussian Hypothesis Open-Set Technique

Ryan Rabinowitz, Steve Cruz, Manuel Günther, Terrance E. Boult

Comments Accepted at AAAI Conference on Artificial Intelligence 2025

Exploring Audio Editing Features as User-Centric Privacy Defenses Against Large Language Model(LLM) Based Emotion Inference Attacks

Mohd. Farhan Israk Soumik, W. K. M. Mithsara, Abdur R. Shahid, Ahmed Imteaj

Comments Accepted for presentation(Poster) at PPAI-25: The 6th AAAI Workshop on Privacy-Preserving Artificial Intelligence

When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning

Naheed Anjum Arafat, Debabrota Basu, Yulia Gel, Yuzhou Chen

Comments Accepted at AAAI 2025