AAAI

Axis-Aligned Document Dewarping

Chaoyun Wang, I-Chao Shen, Takeo Igarashi, Caigui Jiang

Comments Accepted at AAAI 2026

First-Order Error Matters: Accurate Compensation for Quantized Large Language Models

Xingyu Zheng, Haotong Qin, Yuye Li, Haoran Chu, Jiakai Wang, Jinyang Guo, Michele Magno, Xianglong Liu

Comments Accepted by AAAI 2026. The code is available at https://github.com/Xingyu-Zheng/FOEM

NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification

Jun Hu, Yufei He, Yuan Li, Bryan Hooi, Bingsheng He

Comments Accepted by AAAI 2026

RetrySQL: text-to-SQL training with retry data for self-correcting query generation

Alicja Rączkowska, Riccardo Belluzzo, Piotr Zieliński, Joanna Baran, Paweł Olszewski

Comments AAAI 2026 Camera-ready version

FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-World LoRA

Jieming Bian, Lei Wang, Letian Zhang, Jie Xu

Comments Accepted by AAAI 2026

Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment

Xing Xie, Jiawei Liu, Ziyue Lin, Huijie Fan, Zhi Han, Yandong Tang, Liangqiong Qu

Comments Accepted by AAAI 2026 Oral

CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models

Ping Guo, Qingfu Zhang, Xi Lin

Comments Camera ready version for AAAI 2026

Identifying and Analyzing Performance-Critical Tokens in Large Language Models

Yu Bai, Heyan Huang, Cesare Spinoso-Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung

机构 * Mila 纠错

Comments AAAI 2026

EmoVid: A Multimodal Emotion Video Dataset for Emotion-Centric Video Understanding and Generation

Zongyang Qiu, Bingyuan Wang, Xingbei Chen, Yingqing He, Zeyu Wang

Comments 15 pages, 12 figures. Accepted as an Oral presentation at AAAI 2026. For code and dataset, see https://zane-zyqiu.github.io/EmoVid

PROMISE: Prompt-Attentive Hierarchical Contrastive Learning for Robust Cross-Modal Representation with Missing Modalities

Jiajun Chen, Sai Cheng, Yutao Yuan, Yirui Zhang, Haitao Yuan, Peng Peng, Yi Zhong

Comments Accepted by AAAI'2026 Main Conference

Dexterous Manipulation Transfer via Progressive Kinematic-Dynamic Alignment

Wenbin Bai, Qiyu Chen, Xiangbo Lin, Jianwen Li, Quancheng Li, Hejiang Pan, Yi Sun

Comments 13 pages, 15 figures. Accepted by AAAI 2026

From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging

Jialin Wu, Jian Yang, Handing Wang, Jiajun Wen, Zhiyong Yu

Comments Accepted by AAAI 2026, Extended Version

CAT-Net: A Cross-Attention Tone Network for Cross-Subject EEG-EMG Fusion Tone Decoding

Yifan Zhuang, Calvin Huang, Zepeng Yu, Yongjie Zou, Jiawei Ju

Comments This is the extended version with technical appendices. The version of record appears in AAAI-26. Please cite the AAAI version

CLIPPan: Adapting CLIP as A Supervisor for Unsupervised Pansharpening

Lihua Jian, Jiabo Liu, Shaowu Wu, Lihui Chen

Comments Accepted to AAAI 2026

Optimal Welfare in Noncooperative Network Formation under Attack

Natan Doubez, Pascal Lenzner, Marcus Wunderlich

Comments Accepted at AAAI 2026 -- full version

The Map of Misbelief: Tracing Intrinsic and Extrinsic Hallucinations Through Attention Patterns

Elyes Hajji, Aymen Bouguerra, Fabio Arnez

Comments Accepted at AAAI 2025-FS-ATRACC

Discounted Cuts: A Stackelberg Approach to Network Disruption

Pål Grønås Drange, Fedor V. Fomin, Petr Golovach, Danil Sagunov

机构 * Ministry of Economic Development of the Russian Federation（俄罗斯联邦经济部） 纠错

Comments Accepted to AAAI 2026

Structure-Aware Encodings of Argumentation Properties for Clique-width

Yasir Mahmood, Markus Hecher, Johanna Groven, Johannes K. Fichte

机构 * Data Science Group, Heinz Nixdorf Institute, Paderborn University（数据科学组、海因茨·尼克斯多夫研究所、帕德博恩大学） ； CNRS, UMR 8188, Centre de Recherche en Informatique de Lens (CRIL), University of Artois（法国国家科学研究中心、UMR 8188、棱镜信息研究中心（CRIL）、阿鲁瓦大学） ； Department of Computer and Information Science, Linköping University（利厄普堡大学计算机与信息科学系） 纠错

Comments Technical report of paper accepted at AAAI 2026

Picking a Representative Set of Solutions in Multiobjective Optimization: Axioms, Algorithms, and Experiments

Niclas Boehmer, Maximilian T. Wittmann

Comments Accepted to AAAI '26

BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models

Shuaitong Liu, Renjue Li, Lijia Yu, Lijun Zhang, Zhiming Liu, Gaojie Jin

Comments Accepted at AAAI 2026 (Main Track). This arXiv version corresponds to the camera-ready manuscript and includes expanded appendices. Please cite the AAAI 2026 version when available

Co-EPG: A Framework for Co-Evolution of Planning and Grounding in Autonomous GUI Agents

Yuan Zhao, Hualei Zhu, Tingyu Jiang, Shen Li, Xiaohang Xu, Hao Henry Wang

Comments Accepted by AAAI 2026

Transferable Hypergraph Attack via Injecting Nodes into Pivotal Hyperedges

Meixia He, Peican Zhu, Le Cheng, Yangming Guo, Manman Yuan, Keke Tang

Comments AAAI 2026, Accept

StyleBreak: Revealing Alignment Vulnerabilities in Large Audio-Language Models via Style-Aware Audio Jailbreak

Hongyi Li, Chengxuan Zhou, Chu Wang, Sicheng Liang, Yanting Chen, Qinlin Xie, Jiawei Ye, Jie Wu

机构 * Hongyi Li, Chengxuan Zhou, Chu Wang, Sicheng Liang, Yanting Chen, Qinlin Xie, Jiawei Ye, Jie Wu（作者团队） 纠错

Comments Accepted by AAAI 2026

Equilibrium Dynamics and Mitigation of Gender Bias in Synthetically Generated Data

Ashish Kattamuri, Arpita Vats, Harshwardhan Fartale, Rahul Raja, Akshata Kishore Moharir, Ishita Prasad

Comments Accepted to AAAI Workshop on Shaping Responsible Synthetic Data in the Era of Foundation Models

Bi-Level Contextual Bandits for Individualized Resource Allocation under Delayed Feedback

Mohammadsina Almasi, Hadis Anahideh

机构 * Corresponding Author（通讯作者） 纠错

Comments Accepted at AAAI-26 (AISI Track). Final version to appear in the Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-26), 2026

LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers

Minjun Kim, Jaeri Lee, Jongjin Kim, Jeongin Yun, Yongmo Kwon, U Kang

Comments AAAI 2026

STELLAR: Scene Text Editor for Low-Resource Languages and Real-World Data

Yongdeuk Seo, Hyun-seok Min, Sungchul Choi

Comments Accepted to AAAI 2026 Workshop (Artificial Intelligence with Biased or Scarce Data)

OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive

Xuan Shen, Brian Wingenroth, Zichao Wang, Jason Kuen, Wanrong Zhu, Ruiyi Zhang, Yiwei Wang, Lichun Ma, Anqi Liu, Hongfu Liu, Tong Sun, Kevin S. Hawkins, Kate Tasker, G. Caleb Alexander, Jiuxiang Gu

Comments Accepted by AAAI 2026 Artificial Intelligence for Social Impact Track

Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction

Jun Xu, Xinkai Du, Yu Ao, Peilong Zhao, Yang Li, Ling Zhong, Lin Yuan, Zhongpu Bo, Xiaorui Wang, Mengshu Sun, Zhengke Gui, Dalong Zhang, Zhaoyang Wang, Qiwei Wang, Yangyang Hou, Zhiying Yin, Haofen Wang, Huajun Chen, Lei Liang, Jun Zhou

Comments Accepted to AAAI 2026. Extended version with full Appendix

Data Complexity of Querying Description Logic Knowledge Bases under Cost-Based Semantics

Meghyn Bienvenu, Quentin Manière

Comments 23 pages. Long version of paper to appear in AAAI 2026