AAAI

Early-Bird GCNs: Graph-Network Co-Optimization Towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets

Haoran You, Zhihan Lu, Zijian Zhou, Yonggan Fu, Yingyan Celine Lin

Comments Accepted by AAAI 2022

Adversarial Attacks on Event-Based Pedestrian Detectors: A Physical Approach

Guixu Lin, Muyao Niu, Qingtian Zhu, Zhengwei Yin, Zhuoxiao Li, Shengfeng He, Yinqiang Zheng

Comments Accepted by AAAI 2025

Structured Reasoning for Fairness: A Multi-Agent Approach to Bias Detection in Textual Data

Tianyi Huang, Elsa Fan

Comments Accepted Paper (Oral Presentation) in the Workshop on the Social Impact of AI: Research, Diversity and Inclusion Frameworks at AAAI 2025

Robust Multi-Objective Preference Alignment with Online DPO

Raghav Gupta, Ryan Sullivan, Yunxuan Li, Samrat Phatale, Abhinav Rastogi

Comments AAAI 2025 - AI Alignment Track

Transforming Tuberculosis Care: Optimizing Large Language Models For Enhanced Clinician-Patient Communication

Daniil Filienko, Mahek Nizar, Javier Roberti, Denise Galdamez, Haroon Jakher, Sarah Iribarren, Weichao Yuwen, Martine De Cock

Comments GenAI4Health at AAAI-25

Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA

Adtian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady

Comments Published in The 39th Annual AAAI Conference on Artificial Intelligence. Main Track

Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow

Jiaqi Bai, Hongcheng Guo, Zhongyuan Peng, Jian Yang, Zhoujun Li, Mohan Li, Zhihong Tian

Comments Accepted to AAAI 2025. Camera ready version

Few-Shot, No Problem: Descriptive Continual Relation Extraction

Nguyen Xuan Thanh, Anh Duc Le, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen

Comments Accepted to AAAI 2025

Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval

Jiaxing Li, Lin Jiang, Zeqi Ma, Kaihang Jiang, Xiaozhao Fang, Jie Wen

Comments Accepted by AAAI 2025

SalM$^{2}$: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention

Chunyu Zhao, Wentao Mu, Xian Zhou, Wenbo Liu, Fei Yan, Tao Deng

Comments The article has been accepted for publication at AAAI 2025

Computing Game Symmetries and Equilibria That Respect Them

Emanuel Tewolde, Brian Hu Zhang, Caspar Oesterheld, Tuomas Sandholm, Vincent Conitzer

Comments Long and updated version to the published paper in the Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025). 24 pages, 2 figures, 1 table

Training on the Benchmark Is Not All You Need

Shiwen Ni, Xiangtao Kong, Chengming Li, Xiping Hu, Ruifeng Xu, Jia Zhu, Min Yang

Journal ref AAAI 2025

Learning Multi-agent Multi-machine Tending by Mobile Robots

Abdalwhab Abdalwhab, Giovanni Beltrame, Samira Ebrahimi Kahou, David St-Onge

Comments 8 pages, 4 figures, Accepted at an AAAI workshop (The Multi-Agent AI in the Real World Workshop)

On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems

Alessio Gravina, Moshe Eliasof, Claudio Gallicchio, Davide Bacciu, Carola-Bibiane Schönlieb

Comments AAAI 2025

Structured Packing in LLM Training Improves Long Context Utilization

Konrad Staniszewski, Szymon Tworkowski, Sebastian Jaszczur, Yu Zhao, Henryk Michalewski, Łukasz Kuciński, Piotr Miłoś

Comments AAAI'25

Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models

Susmit Agrawal, Deepika Vemuri, Sri Siddarth Chakaravarthy P, Vineeth N. Balasubramanian

Comments 8 pages of main text, 6 figures in main text, 11 pages of Appendix, published in AAAI 2025

Efficient Gaussian Splatting for Monocular Dynamic Scene Rendering via Sparse Time-Variant Attribute Modeling

Hanyang Kong, Xingyi Yang, Xinchao Wang

Comments AAAI 2025

Constrained Generative Modeling with Manually Bridged Diffusion Models

Saeid Naderiparizi, Xiaoxuan Liang, Berend Zwartsenberg, Frank Wood

Comments AAAI 2025

QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects

Elkhan Ismayilzada, MD Khalequzzaman Chowdhury Sayem, Yihalem Yimolal Tiruneh, Mubarrat Tajoar Chowdhury, Muhammadjon Boboev, Seungryul Baek

Comments Accepted to AAAI 2025

Improving Representation Learning of Complex Critical Care Data with ICU-BERT

Ricardo Santos, André V. Carreiro, Xi Peng, Hugo Gamboa, Holger Fröhlich

Comments Accepted for poster at GenAI4Health Workshop at AAAI 2025

Heterogeneous Multi-Agent Bandits with Parsimonious Hints

Amirmahdi Mirfakhar, Xuchuang Wang, Jinhang Zuo, Yair Zick, Mohammad Hajiesmaili

Comments Accepted at AAAI-2025

ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder

Jungho Kim, Changwon Kang, Dongyoung Lee, Sehwan Choi, Jun Won Choi

Comments Accepted to AAAI Conference on Artificial Intelligence 2025, 15 pages, 9 figures

Reference-Based Post-OCR Processing with LLM for Precise Diacritic Text in Historical Document Recognition

Thao Do, Dinh Phu Tran, An Vo, Daeyoung Kim

Comments Accepted in the AAAI 2025 (39th) AISI track. Dataset and repo are in the paper

A Primal-Dual Algorithm for Hybrid Federated Learning

Tom Overman, Garrett Blum, Diego Klabjan

Comments Accepted by AAAI 2024. To appear in AAAI proceedings

Journal ref Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, Vol. 38., 2024, 14482-14489

Norm Growth and Stability Challenges in Localized Sequential Knowledge Editing

Akshat Gupta, Christine Fang, Atahan Ozdemir, Maochuan Lu, Ahmed Alaa, Thomas Hartvigsen, Gopala Anumanchipalli

Comments Accepted for Oral Presentation at KnowFM @ AAAI 2025. arXiv admin note: text overlap with arXiv:2502.01636

Together We Rise: Optimizing Real-Time Multi-Robot Task Allocation using Coordinated Heterogeneous Plays

Aritra Pal, Anandsingh Chauhan, Mayank Baranwal

Comments Accepted to AAMAS 2025 (AAAI Track)

Spiking Point Transformer for Point Cloud Classification

Peixi Wu, Bosong Chai, Hebei Li, Menghua Zheng, Yansong Peng, Zeyu Wang, Xuan Nie, Yueyi Zhang, Xiaoyan Sun

Comments Accepted by AAAI 2025

A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks

Haoyang Li, Li Bai, Qingqing Ye, Haibo Hu, Yaxin Xiao, Huadi Zheng, Jianliang Xu

Comments Accepted to be appeared in 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25)

TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization

Anay Majee, Maria Xenochristou, Wei-Peng Chen

Comments Accepted to AAAI 2025

Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition

Chuanguang Yang, Xinqiang Yu, Han Yang, Zhulin An, Chengqing Yu, Libo Huang, Yongjun Xu

Comments AAAI-2025