AAAI

Text-to-Scene with Large Reasoning Models

Frédéric Berdoz, Luca A. Lanzendörfer, Nick Tuninga, Roger Wattenhofer

Comments Accepted at AAAI 2026

TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding

Canhui Tang, Zifan Han, Hongbo Sun, Sanping Zhou, Xuchong Zhang, Xin Wei, Ye Yuan, Huayu Zhang, Jinglin Xu, Hao Sun

Comments Accepted by AAAI 2026

Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework

Jinge Wu, Zhaolong Wu, Ruizhe Li, Tong Chen, Abul Hasan, Yunsoo Kim, Jason P. Y. Cheung, Teng Zhang, Honghan Wu

Comments Accepted to AAAI 2026

Understanding the Impact of Proportionality in Approval-Based Multiwinner Elections

Niclas Boehmer, Lara Glessen, Jannik Peters

Comments Accepted to AAAI '26

A Phase Transition for Opinion Dynamics with Competing Biases

Federico Capannoli, Emilio Cruciani, Hlafo Alfie Mimun, Matteo Quattropani

Comments Accepter for publication at AAAI 2026

GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning

Wolfgang Otto, Lu Gan, Sharmila Upadhyaya, Saurav Karmakar, Stefan Dietze

Comments Accepted at AAAI 2026

Distribution-Based Feature Attribution for Explaining the Predictions of Any Classifier

Xinpeng Li, Kai Ming Ting

Comments Accepted for an oral presentation at the 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26). This document is the extended version which includes the appendix

DualFete: Revisiting Teacher-Student Interactions from a Feedback Perspective for Semi-supervised Medical Image Segmentation

Le Yi, Wei Huang, Lei Zhang, Kefu Zhao, Yan Wang, Zizhou Wang

Comments Accepted by Proceedings of the AAAI Conference on Artificial Intelligence 40 (AAAI-26)

Unsupervised Feature Selection Through Group Discovery

Shira Lifshitz, Ofir Lindenbaum, Gal Mishne, Ron Meir, Hadas Benisty

Comments Accepted to AAAI 2026

ProBench: Benchmarking GUI Agents with Accurate Process Information

Leyang Yang, Ziwei Wang, Xiaoxuan Tang, Sheng Zhou, Dajun Chen, Wei Jiang, Yong Li

Comments Paper accepted to AAAI 2026

History-Aware Reasoning for GUI Agents

Ziwei Wang, Leyang Yang, Xiaoxuan Tang, Sheng Zhou, Dajun Chen, Wei Jiang, Yong Li

Comments Paper accepted to AAAI 2026

Cost-Minimized Label-Flipping Poisoning Attack to LLM Alignment

Shigeki Kusaka, Keita Saito, Mikoto Kudo, Takumi Tanabe, Akifumi Wachi, Youhei Akimoto

Comments accepted for AAAI 2026 Special Track on AI Alignment

FedPM: Federated Learning Using Second-order Optimization with Preconditioned Mixing of Local Parameters

Hiro Ishii, Kenta Niwa, Hiroshi Sawada, Akinori Fujino, Noboru Harada, Rio Yokota

Comments 18 pages, 7 figures. Accepted for publication in the Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-26)

OR-R1: Automating Modeling and Solving of Operations Research Optimization Problem via Test-Time Reinforcement Learning

Zezhen Ding, Zhen Tan, Jiheng Zhang, Tianlong Chen

Comments 9 pages, 5 figures, AAAI 2026

Diff-V2M: A Hierarchical Conditional Diffusion Model with Explicit Rhythmic Modeling for Video-to-Music Generation

Shulei Ji, Zihao Wang, Jiaxing Yu, Xiangyuan Yang, Shuyu Li, Songruoyao Wu, Kejun Zhang

Comments AAAI 2026

Improving Sustainability of Adversarial Examples in Class-Incremental Learning

Taifeng Liu, Xinjing Liu, Liangqiu Dong, Yang Liu, Yilong Yang, Zhuo Ma

机构 * ∗ Corresponding author（通讯作者） 纠错

Comments This paper is accepted to AAAI 2026

Diversifying Counterattacks: Orthogonal Exploration for Robust CLIP Inference

Chengze Jiang, Minjing Dong, Xinli Shi, Jie Gui

Comments Accepted to AAAI-2026 Oral

Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering

Mingjie Zhao, Zhanpei Huang, Yang Lu, Mengke Li, Yiqun Zhang, Weifeng Su, Yiu-ming Cheung

Comments Aeecpted to AAAI 2026

Preference is More Than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback

Shengbo Wang, Hong Sun, Ke Li

Comments Extended version of our AAAI 2026 paper

Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs

Liu Yu, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou, Lan Wang, Gillian Dobbie

机构 * University of Auckland（奥克兰大学） ； China Scholarship Council（中国留学基金委） 纠错

Comments 9 pages, published to AAAI 2026

T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection

Jiazhou Zhou, Qing Jiang, Kanghao Chen, Lutao Jiang, Yuanhuiyi Lyu, Ying-Cong Chen, Lei Zhang

Comments Accepted by AAAI 2026. Main paper: 7 pages with 4 figures; Appendix: 8 pages with 7 figures

DeepTracer: Tracing Stolen Model via Deep Coupled Watermarks

Yunfei Yang, Xiaojun Chen, Yuexin Xuan, Zhendong Zhao, Xin Zhao, He Li

Comments Extended version of the paper accepted by AAAI 2026

Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation

Sicheng Yang, Yukai Huang, Weitong Cai, Shitong Sun, You He, Jiankang Deng, Hang Zhang, Jifei Song, Zhensong Zhang

Comments 16 pages, 9 figures, AAAI 2026

Asymmetric Cross-Modal Knowledge Distillation: Bridging Modalities with Weak Semantic Consistency

Riling Wei, Kelu Yao, Chuanguang Yang, Jin Wang, Zhuoyan Gao, Chao Li

Comments Accepted by AAAI-2026

ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model

Krishu K Thapa, Supriya Savalkar, Bhupinderjeet Singh, Trong Nghia Hoang, Kirti Rajagopalan, Ananth Kalyanaraman

Comments Accepted for publication at the 2026 AAAI conference

Enhancing DPSGD via Per-Sample Momentum and Low-Pass Filtering

Xincheng Xu, Thilina Ranbaduge, Qing Wang, Thierry Rakotoarivelo, David Smith

Comments To appear in AAAI 2026

Enhancing Rotation-Invariant 3D Learning with Global Pose Awareness and Attention Mechanisms

Jiaxun Guo, Manar Amayri, Nizar Bouguila, Xin Liu, Wentao Fan

Comments 14 pages, 6 gigures,AAAI 2026

Dividing Indivisible Items for the Benefit of All: It is Hard to Be Fair Without Social Awareness

Argyris Deligkas, Eduard Eiben, Tiger-Lily Goldsmith, Dušan Knop, Šimon Schierreich

Comments A preliminary version appeared in AAAI '26

CometNet: Contextual Motif-guided Long-term Time Series Forecasting

Weixu Wang, Xiaobo Zhou, Xin Qiao, Lei Wang, Tie Qiu

Comments Accepted by AAAI 2026

EAGLE: Episodic Appearance- and Geometry-aware Memory for Unified 2D-3D Visual Query Localization in Egocentric Vision

Yifei Cao, Yu Liu, Guolong Wang, Zhu Liu, Kai Wang, Xianjie Zhang, Jizhe Yu, Xun Tu

Comments 13 Pages, accepted by AAAI-2026