AAAI

DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets

Elena Sierra, Lauren E. Gillespie, Salim Soltani, Moises Exposito-Alonso, Teja Kattenborn

Comments Published at AAAI-25 AI for Social Impact Track (https://ojs.aaai.org/index.php/AAAI/article/view/35060) Presented at NeurIPS 2024 Workshop on Tackling Climate Change with Machine Learning (https://www.climatechange.ai/papers/neurips2024/43)

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 39(27) 28386-28396 (2025)

RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios?

Adrian de Wynter, Ishaan Watts, Tua Wongsangaroonsri, Minghui Zhang, Noura Farra, Nektar Ege Altıntoprak, Lena Baur, Samantha Claudet, Pavel Gajdusek, Can Gören, Qilong Gu, Anna Kaminska, Tomasz Kaminski, Ruby Kuo, Akiko Kyuba, Jongho Lee, Kartik Mathur, Petter Merok, Ivana Milovanović, Nani Paananen, Vesa-Matti Paananen, Anna Pavlenko, Bruno Pereira Vidal, Luciano Strika, Yueh Tsao, Davide Turcato, Oleksandr Vakhno, Judit Velcsov, Anna Vickers, Stéphanie Visser, Herdyan Widarmanto, Andrey Zaikin, Si-Qing Chen

机构 * Microsoft Research India（微软印度研究院） 纠错

Comments AAAI 2025--camera ready + extended abstract

Predicting Estimated Times of Restoration for Electrical Outages Using Longitudinal Tabular Transformers

Bogireddy Sai Prasanna Teja, Valliappan Muthukaruppan, Carls Benjamin

Journal ref AI4UP Workshop @ AAAI 2025

Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner

Aizierjiang Aiersilan

机构 * Aizierjiang Aiersilan（独立研究者） 纠错

Comments We are excited to announce that this paper has been accepted for oral presentation at the AAAI 2025 Main Conference. We are grateful for the insightful feedback from the reviewers and look forward to contributing to the discussions at AAAI

Population Aware Diffusion for Time Series Generation

Yang Li, Han Meng, Zhenyu Bi, Ingolv T. Urnes, Haipeng Chen

Comments Accepted for publication at AAAI-2025, 8 pages

SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization

Kwangryeol Park, Seulki Lee

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 39(1), [19848-19856], 2025

FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection

Yao Xiao, Tingfa Xu, Yu Xin, Jianan Li

Comments AAAI 2025

3D ReX: Causal Explanations in 3D Neuroimaging Classification

Melane Navaratnarajah, Sophie A. Martin, David A. Kelly, Nathan Blake, Hana Chockler

Comments Presented in the 2nd Workshop on Imageomics (Imageomics-AAAI-25), Discovering Biological Knowledge from Images using AI, held as part of AAAI-2025

Scalable Surrogate Verification of Image-based Neural Network Control Systems using Composition and Unrolling

Feiyang Cai, Chuchu Fan, Stanley Bak

Comments Accepted by AAAI-25

NoisyHate: Mining Online Human-Written Perturbations for Realistic Robustness Benchmarking of Content Moderation Models

Yiran Ye, Thai Le, Dongwon Lee

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

Adaptive Dual-domain Learning for Underwater Image Enhancement

Lingtao Peng, Liheng Bian

Comments Accepted by AAAI 2025

Normalize Then Propagate: Efficient Homophilous Regularization for Few-shot Semi-Supervised Node Classification

Baoming Zhang, MingCai Chen, Jianqing Song, Shuangjie Li, Jie Zhang, Chongjun Wang

Comments Accepted by AAAI 2025

Journal ref AAAI 12:13170-13178, 2025

Windowed MAPF with Completeness Guarantees

Rishi Veerapaneni, Muhammad Suhail Saleem, Jiaoyang Li, Maxim Likhachev

Comments Accepted at AAAI 2025

SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks

Meng Lou, Yunxiang Fu, Yizhou Yu

Comments Accepted by AAAI 2025. Code is available at https://github.com/LMMMEng/SparX

HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks

Yuanyuan Chen, Boyang Li, Han Yu, Pengcheng Wu, Chunyan Miao

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 2021

EduBot -- Can LLMs Solve Personalized Learning and Programming Assignments?

Yibin Wang, Jiaxi Xie, Lakshminarayanan Subramanian

Comments Published at AAAI 2025 AI4EDU Workshop

TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients

Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci

Comments Proceedings of the AAAI Conference on Artificial Intelligence 2024 (AAAI'24)

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 2024 (AAAI'24)

ColonScopeX: Leveraging Explainable Expert Systems with Multimodal Data for Improved Early Diagnosis of Colorectal Cancer

Natalia Sikora, Robert L. Manschke, Alethea M. Tang, Peter Dunstan, Dean A. Harris, Su Yang

Comments Published to AAAI-25 Bridge Program

Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text

Shifali Agrahari, Sanasam Ranbir Singh

机构 * Department of Computer Science and Engineering（计算机科学与工程系） ； Indian Institute of Technology Guwahati（印度理工学院瓜哇蒂） 纠错

Comments De-Factify 4: 4th Workshop on Multimodal Fact Checking and Hate Speech Detection, co-located with AAAI 2025. Pennsylvania

Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset

Yoontae Hwang, Yongjae Lee

Comments AAAI-25

Journal ref In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 39, No. 17, pp. 17537-17545) 2025

Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments

Marharyta Domnich, Julius Välja, Rasmus Moorits Veski, Giacomo Magnifico, Kadi Tulver, Eduard Barbu, Raul Vicente

机构 * AAAI-25 纠错

Comments This paper extends the AAAI-2025 version by including the Appendix

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 39(15), 16308-16316, 2025

Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution

Carlos Eiras-Franco, Anna Hedström, Marina M. -C. Höhne

Comments Accepted to AAAI 2025

Confidence Estimation for Error Detection in Text-to-SQL Systems

Oleg Somov, Elena Tutubalina

Comments 15 pages, 11 figures, to be published in AAAI 2025 Proceedings

Investigating Relational State Abstraction in Collaborative MARL

Sharlin Utke, Jeremie Houssineau, Giovanni Montana

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 39 No. 20 (2025), 20947-20955

Falcon: Faster and Parallel Inference of Large Language Models through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree

Xiangxiang Gao, Weisheng Xie, Yiwei Xiang, Feng Ji

Comments AAAI 2025 Accepted

In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search

Emir Demirović, Christian Schilling, Anna Lukina

Comments 8 pages main text incl. references, 2 pages appendix

Journal ref AAAI 2025

TechSinger: Technique Controllable Multilingual Singing Voice Synthesis via Flow Matching

Wenxiang Guo, Yu Zhang, Changhao Pan, Rongjie Huang, Li Tang, Ruiqi Li, Zhiqing Hong, Yongqi Wang, Zhou Zhao

Comments Accepted by AAAI 2025

Telegram as a Battlefield: Kremlin-related Communications during the Russia-Ukraine Conflict

Apaar Bawa, Ugur Kursuncu, Dilshod Achilov, Valerie L. Shalin, Nitin Agarwal, Esra Akbas

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

Commitment to Sparse Strategies in Two-Player Games

Salam Afiouni, Jakub Černý, Chun Kai Ling, Christian Kroer

Comments Proceedings of AAAI'25

Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing

Behzad Shayegh, Hobie H. -B. Lee, Xiaodan Zhu, Jackie Chi Kit Cheung, Lili Mou

Comments Accepted by the AAAI Conference on Artificial Intelligence (AAAI) 2025