AAAI

InfoBid: A Simulation Framework for Studying Information Disclosure in Auctions with Large Language Model-based Agents

Yue Yin

Comments AAAI 2025 Workshop: Economics of Modern ML: Markets, Incentives, and Generative AI

LLM-ABM for Transportation: Assessing the Potential of LLM Agents in System Analysis

Tianming Liu, Jirong Yang, Yafeng Yin

Comments Accepted by The 1st Workshop on AI for Urban Planning at AAAI 2025

MIRAGE: Multi-model Interface for Reviewing and Auditing Generative Text-to-Image AI

Matheus Kunzler Maldaner, Wesley Hanwen Deng, Jason Hong, Ken Holstein, Motahhare Eslami

Comments 4 pages, 3 figures. Presented at the AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2024. Available at https://www.humancomputation.com/assets/wip_2024/HCOMP_24_WIP_4.pdf

Journal ref AAAI Conference on Human Computation and Crowdsourcing (HCOMP), Demo Track, 2024

CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers

Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He

Comments The paper has been accepted to AAAI 2025

MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models

Kaiwen Zuo, Yirui Jiang

Comments Published to AAAI-25 Bridge Program

MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context

Shuai Lyu, Rongchen Zhang, Zeqi Ma, Fangjian Liao, Dongmei Mo, Waikeung Wong

Comments Accepted by AAAI 2025

KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis

Kaiwen Zuo, Yirui Jiang, Fan Mo, Pietro Lio

Comments 10 pages,5 figures,published to AAAI-25 Bridge Program

TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment

Chenxi Liu, Qianxiong Xu, Hao Miao, Sun Yang, Lingzheng Zhang, Cheng Long, Ziyue Li, Rui Zhao

Comments Accepted as an Oral Presentation at AAAI 2025 (Main Technical Track)

MultiBooth: Towards Generating All Your Concepts in an Image from Text

Chenyang Zhu, Kai Li, Yue Ma, Chunming He, Xiu Li

Comments To be published in AAAI 2025

SKDU at De-Factify 4.0: Natural Language Features for AI-Generated Text-Detection

Shrikant Malviya, Pablo Arnau-González, Miguel Arevalillo-Herráez, Stamos Katsigiannis

Comments De-Factify 4.0 Workshop at the 39th AAAI Conference on Artificial Intelligence (AAAI 2025)

Intrinsic Image Decomposition for Robust Self-supervised Monocular Depth Estimation on Reflective Surfaces

Wonhyeok Choi, Kyumin Hwang, Minwoo Choi, Kiljoon Han, Wonjoon Choi, Mingyu Shin, Sunghoon Im

Comments Accepted at AAAI 2025

Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models

YangTian Yan, Jinyu Tian

Comments Accepted in AAAI 2025

SAIF: A Comprehensive Framework for Evaluating the Risks of Generative AI in the Public Sector

Kyeongryul Lee, Heehyeon Kim, Joyce Jiyoung Whang

Comments 6 pages, 2 figures, 1 tables. AI for Public Missions (AIPM) Workshop at the 39th AAAI Conference on Artificial Intelligence (AAAI 2025)

RILQ: Rank-Insensitive LoRA-based Quantization Error Compensation for Boosting 2-bit Large Language Model Accuracy

Geonho Lee, Janghwan Lee, Sukjin Hong, Minsoo Kim, Euijai Ahn, Du-Seong Chang, Jungwook Choi

Comments Accepted at AAAI 2025

LLMs generate structurally realistic social networks but overestimate political homophily

Serina Chang, Alicja Chaszczewicz, Emma Wang, Maya Josifovska, Emma Pierson, Jure Leskovec

Comments Accepted to International AAAI Conference on Web and Social Media 2025 (ICWSM'25)

Splitting Answer Set Programs with respect to Intensionality Statements (Extended Version)

Jorge Fandinno, Yuliya Lierler

Comments Extended version of the paper published in AAAI 2023

Journal ref AAAI 2023: 6338-6345

TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting

Young-Chae Hong, Bei Xiao, Yangho Chen

Comments 8 pages, 4 figures, 7 tables and accepted at the AI4TS: AI for Time Series Analysis workshop, AAAI 2025

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning

Jianqing Liang, Xinkai Wei, Min Chen, Zhiqiang Wang, Jiye Liang

Comments In Proceedings of AAAI 2025

Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation

Xiang Gao, Zhengbo Xu, Junhan Zhao, Jiaying Liu

Comments Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024)

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 2024, 38(3), 1824-1832

DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care

Yutong Song, Chenhan Lyu, Pengfei Zhang, Sabine Brunswicker, Nikil Dutt, Amir Rahmani

Comments Accepted by AAAI 2025 Workshop on Knowledge Graphs for Personalized Public Health

A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing

Gabriel Agostini, Emma Pierson, Nikhil Garg

Comments To appear in the 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence. 38, 20 (Mar. 2024), 21888-21896

SLIP: Spoof-Aware One-Class Face Anti-Spoofing with Language Image Pretraining

Pei-Kai Huang, Jun-Xiong Chong, Cheng-Hsuan Chiang, Tzu-Hsien Chen, Tyng-Luh Liu, Chiou-Ting Hsu

Comments Accepted by AAAI 2025

MMGDreamer: Mixed-Modality Graph for Geometry-Controllable 3D Indoor Scene Generation

Zhifei Yang, Keyang Lu, Chao Zhang, Jiaxing Qi, Hanqi Jiang, Ruifei Ma, Shenglin Yin, Yifan Xu, Mingzhe Xing, Zhen Xiao, Jieyi Long, Guangyao Zhai

Comments Accepted by AAAI 2025 Main Track

Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization

Yongyi Su, Xun Xu, Kui Jia

Comments Accepted by AAAI 2024. 19 pages, 7 figures and 22 tables

ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency

Yang Ren, Hai Jiang, Menglong Yang, Wei Li, Shuaicheng Liu

Comments Accepted by AAAI 2025

Computational Thinking with Computer Vision: Developing AI Competency in an Introductory Computer Science Course

Tahiya Chowdhury

Comments 7 pages, 3 figures, 3 tables, Proceedings of AAAI 2025

Journal ref Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), 2025

LLMs in the Classroom: Outcomes and Perceptions of Questions Written with the Aid of AI

Gavin Witsken, Igor Crk, Eren Gultepe

Comments Accepted to AAAI 2025 Technical Track on AI Alignment

Probabilistic Shielding for Safe Reinforcement Learning

Edwin Hamel-De le Court, Francesco Belardinelli, Alexander W. Goodall

Comments 13 pages, 3 figures, Conference: AAAI 2025

SKDU at De-Factify 4.0: Vision Transformer with Data Augmentation for AI-Generated Image Detection

Shrikant Malviya, Neelanjan Bhowmik, Stamos Katsigiannis

Comments De-Factify 4.0 workshop at the 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach

Kangli Wang, Wei Gao

Comments Accepted to AAAI 2025