AAAI

CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs

Siyu Wang, Cailian Chen, Xinyi Le, Qimin Xu, Lei Xu, Yanzhou Zhang, Jie Yang

Comments Accepted at AAAI 2025 (Vol. 39, No. 8), pages 7880-7888. DOI: 10.1609/aaai.v39i8.32849

Journal ref Proc. of the AAAI Conf. on Artificial Intelligence, 39(8):7880-7888, 2025

Rethinking Cancer Gene Identification through Graph Anomaly Analysis

Yilong Zang, Lingfei Ren, Yue Li, Zhikang Wang, David Antony Selby, Zheng Wang, Sebastian Josef Vollmer, Hongzhi Yin, Jiangning Song, Junhang Wu

机构 * German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心） 纠错

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence. 2025, 39(12): 13161-13169

DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models

Jinxiang Xie, Yilin Li, Xunjian Yin, Xiaojun Wan

机构 * Peking University（北京大学） 纠错

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 39 (24), 25561-25569, 2025

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs

Yixuan Liang, Yuncong Liu, Neng Wang, Hongyang Yang, Boyu Zhang, Christina Dan Wang

Comments 1st Workshop on Preparing Good Data for Generative AI: Challenges and Approaches@ AAAI 2025, ai4finance.org

SocialSim: Towards Socialized Simulation of Emotional Support Conversation

Zhuang Chen, Yaru Cao, Guanqun Bi, Jincenzi Wu, Jinfeng Zhou, Xiyao Xiao, Si Chen, Hongning Wang, Minlie Huang

Comments AAAI 2025 Paper #32116 (Without Publication Edits)

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 39(2), 1274-1282, 2025

Generalisation Through Negation and Predicate Invention

David M. Cerna, Andrew Cropper

Comments Accepted at AAAI-24

Understanding Online Polarization Through Human-Agent Interaction in a Synthetic LLM-Based Social Network

Tim Donkers, Jürgen Ziegler

Comments Accepted for publication in the Proceedings of the Nineteenth International AAAI Conference on Web and Social Media (ICWSM 2025). This is the authors' version of the work, with corrections to table cross-references. The definitive Version of Record is available at https://doi.org/10.1609/icwsm.v19i1.35826. arXiv admin note: substantial text overlap with arXiv:2502.01340

Journal ref Proceedings of the Nineteenth International AAAI Conference on Web and Social Media (ICWSM 2025)

AffectMachine-Pop: A controllable expert system for real-time pop music generation

Kat R. Agres, Adyasha Dash, Phoebe Chua, Stefan K. Ehrlich

Journal ref 2025 AAAI Workshop on Artificial Intelligence for Music, 39th Annual AAAI Conference on Artificial Intelligence. Philadelphia, PA, USA

On the Trainability and Classical Simulability of Learning Matrix Product States Variationally

Afrad Basheer, Yuan Feng, Christopher Ferrie, Sanjiang Li, Hakop Pashayan

Comments 17 pages, 4 figures

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 39 (15), 15498-15506 (2025)

Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution

Shengjia Zhang, Jiawei Chen, Changdong Li, Sheng Zhou, Qihao Shi, Yan Feng, Chun Chen, Can Wang

Comments AAAI 2025

MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning

Hai-Long Sun, Da-Wei Zhou, Hanbin Zhao, Le Gan, De-Chuan Zhan, Han-Jia Ye

Comments Accepted to AAAI 2025. Code is available at: https://github.com/sun-hailong/AAAI25-MOS

Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art Models

Malak Mansour, Ahmed Aly, Bahey Tharwat, Sarim Hashmi, Dong An, Ian Reid

Comments This work has been accepted for presentation at LM4Plan@AAAI'25. For more details, please check: https://llmforplanning.github.io/

Text2midi: Generating Symbolic Music from Captions

Keshav Bhandari, Abhinaba Roy, Kyra Wang, Geeta Puri, Simon Colton, Dorien Herremans

Comments 9 pages, 3 figures, Accepted at the 39th AAAI Conference on Artificial Intelligence (AAAI 2025)

Journal ref Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI 2025)

A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling

Z. Guo, J. Kang, D. Herremans

Comments This paper is accepted at AAAI 2023

Journal ref Proceedings of AAAI 2023

EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning

Zhiqiang Li, Haiyong Bao, Menghong Guan, Hao Pan, Cheng Huang, Hong-Ning Dai

Comments Accepted by AAAI 25

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 39(17), 18593-18601, 2025

LPMLN, Weak Constraints, and P-log

Joohyung Lee, Zhun Yang

机构 * School of Computing, Informatics and Decision Systems Engineering（计算、信息与决策系统工程学院） ； Arizona State University（亚利桑那州立大学） 纠错

Comments In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI 2017), pages 1170-1177, 2017

The Budget AI Researcher and the Power of RAG Chains

Franklin Lee, Tengfei Ma

Comments Intended for AAAI's AI4Research Workshop

Contrastive Representation for Interactive Recommendation

Jingyu Li, Zhiyong Feng, Dongxiao He, Hongqi Chen, Qinghang Gao, Guoli Wu

Comments AAAI-2025 Accepted paper

Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity

Tianqi Shen, Shaohua Liu, Jiaqi Feng, Ziye Ma, Ning An

机构 * CCTEG-BigData（中国煤炭科技集团大数据研究院） 纠错

Comments 18 pages, 12 figures, includes appendix. Accepted as oral presentation at AAAI 2025 (Conference on Artificial Intelligence). Official conference version: 10 pages, 6 figures. ISBN (Print): 978-1-57735-897-8. Conference website: https://aaai.org/conference/aaai/aaai-25/

Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract)

Tianyu Zhan, Zheqi Lv, Shengyu Zhang, Jiwei Li

Comments To be published in AAAI-25 Student Abstract and Poster Program

CFEVER: A Chinese Fact Extraction and VERification Dataset

Ying-Jia Lin, Chun-Yi Lin, Chia-Jen Yeh, Yi-Ting Li, Yun-Yu Hu, Chih-Hao Hsu, Mei-Feng Lee, Hung-Yu Kao

Comments AAAI-24

Differentially Private Fair Division

Pasin Manurangsi, Warut Suksompong

Comments Appears in the 37th AAAI Conference on Artificial Intelligence (AAAI), 2023

Journal ref Artificial Intelligence, 347:104385 (2025)

Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning

Jian Lang, Zhangtao Cheng, Ting Zhong, Fan Zhou

Comments 9 pages, 8 figures. Accepted by AAAI 2025. Codes are released at https://github.com/Jian-Lang/RAGPT

WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment

Jiefu Ou, Arda Uzunoglu, Benjamin Van Durme, Daniel Khashabi

Comments AAAI 2025 & ACL 2024 NLRSE, 7 pages

Breaking Distortion-free Watermarks in Large Language Models

Shayleen Reynolds, Hengzhi He, Dung Daniel T. Ngo, Saheed Obitayo, Niccolò Dalmasso, Guang Cheng, Vamsi K. Potluru, Manuela Veloso

机构 * J.P.Morgan AI Research（摩根大通人工智能研究） 纠错

Comments 22 pages, 5 figures, 4 tables, earlier version presented at AAAI'25 Workshop on Preventing and Detecting LLM Generated Misinformation

Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation

Jinda Xu, Yuhao Song, Daming Wang, Weiwei Zhao, Minghua Chen, Kangliang Chen, Qinya Li

Journal ref Proceedings of the 2025 AAAI Conference on Artificial Intelligence

Q-MAML: Quantum Model-Agnostic Meta-Learning for Variational Quantum Algorithms

Junyong Lee, JeiHee Cho, Shiho Kim

Comments 8 pages, 8 figures, to be published in AAAI 25

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence. 39, 17 (Apr. 2025), 18137-18144

Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets

Tommaso Giorgi, Lorenzo Cima, Tiziano Fagni, Marco Avvenuti, Stefano Cresci

Comments Article published in ICWSM'25 - 19th AAAI Conference on Web and Social Media. Please, cite the published version

TSVC:Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval

Shuai Lyu, Zijing Tian, Zhonghong Ou, Yifan Zhu, Xiao Zhang, Qiankun Ha, Haoran Luo, Meina Song

Comments This paper has been accepted to the Main Track of AAAI 2025. It contains 9 pages, 7 figures, and is relevant to the areas of cross-modal retrieval and machine learning. The work presents a novel approach in robust image-text retrieval using a tripartite learning framework

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 39, No. 18, pp. 19269-19277, 2025

Election Polls on Social Media: Prevalence, Biases, and Voter Fraud Beliefs

Stephen Scarano, Vijayalakshmi Vasudevan, Mattia Samory, Kai-Cheng Yang, JungHwan Yang, Przemyslaw A. Grabowicz

Comments 14 pages, 10 figures

Journal ref Proceedings of the International AAAI Conference on Web and Social Media (ICWSM 2025)