AAAI

Rethinking Deep Alignment Through The Lens Of Incomplete Learning

Thong Bach, Dung Nguyen, Thao Minh Le, Truyen Tran

Comments AAAI'26

FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing

Kaixiang Yang, Boyang Shen, Xin Li, Yuchen Dai, Yuxuan Luo, Yueran Ma, Wei Fang, Qiang Li, Zhiwei Wang

Comments AAAI 2026

Finding Time Series Anomalies using Granular-ball Vector Data Description

Lifeng Shen, Liang Peng, Ruiwen Liu, Shuyin Xia, Yi Liu

Comments Accepted by AAAI 2026

FairGSE: Fairness-Aware Graph Neural Network without High False Positive Rates

Zhenqiang Ye, Jinjie Lu, Tianlong Gu, Fengrui Hao, Xuemin Wang

Comments AAAI 2026

OAD-Promoter: Enhancing Zero-shot VQA using Large Language Models with Object Attribute Description

Quanxing Xu, Ling Zhou, Feifei Zhang, Jinyu Tian, Rubing Huang

Comments Accepted by AAAI 2026

HCPO: Hierarchical Conductor-Based Policy Optimization in Multi-Agent Reinforcement Learning

Zejiao Liu, Junqi Tu, Yitian Hong, Luolin Xiong, Yaochu Jin, Yang Tang, Fangfei Li

Comments AAAI 2026

RadarMP: Motion Perception for 4D mmWave Radar in Autonomous Driving

Ruiqi Cheng, Huijun Di, Jian Li, Feng Liu, Wei Liang

Comments 12 pages, 6 figures. Accepted by AAAI 2026

MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge through Group Direct Preference Optimization

Lanxue Zhang, Yuqiang Xie, Fang Fang, Fanglong Dong, Rui Liu, Yanan Cao

Comments 23 pages, 10 figures, AAAI 2026

Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection

Tianxiang Zhang, Peipeng Yu, Zhihua Xia, Longchen Dai, Xiaoyu Zhou, Hui Gao

Comments Accepted by AAAI 2026

Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies

Dong-Hee Shin, Deok-Joong Lee, Young-Han Son, Tae-Eui Kam

Comments 19 pages, 5 figures, AAAI conference

UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization

Cuiqun Chen, Qi Chen, Bin Yang, Xingyi Zhang

Comments Accepted as Oral Presentation at AAAI 2026. 10 pages, 9 figures

Improved Masked Image Generation with Knowledge-Augmented Token Representations

Guotao Liang, Baoquan Zhang, Zhiyuan Wen, Zihao Han, Yunming Ye

Comments AAAI-26

VPHO: Joint Visual-Physical Cue Learning and Aggregation for Hand-Object Pose Estimation

Jun Zhou, Chi Xu, Kaifeng Tang, Yuting Ge, Tingrui Guo, Li Cheng

Comments 14 pages, 9 figures, extended version of the AAAI 2026 paper "VPHO: Joint Visual-Physical Cue Learning and Aggregation for Hand-Object Pose Estimation"

Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark

Rulin Zhou, Wenlong He, An Wang, Jianhang Zhang, Xuanhui Zeng, Xi Zhang, Chaowei Zhu, Haijun Hu, Hongliang Ren

Comments AAAI 2026 oral

A Reasoning Paradigm for Named Entity Recognition

Hui Huang, Yanping Chen, Ruizhang Huang, Chuan Lin, Yongbin Qin

Comments Accepted at AAAI 2026

Decomposition and Preprocessing of Ternary Constraint Networks

Pierre Talbot

Comments Currently serve as supplementary materials for AAAI-2026 paper "A GPU-based Constraint Programming Solver"

Do LLMs Really Struggle at NL-FOL Translation? Revealing their Strengths via a Novel Benchmarking Strategy

Andrea Brunello, Luca Geatti, Michele Mignani, Angelo Montanari, Nicola Saccomanno

Comments Full version of the paper accepted for publication at The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026)

From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions

Jiayi Li, Xiao Liu, Yansong Feng

Comments AAAI-2026

Sumudu Neural Operator for ODEs and PDEs

Ben Zelenskiy, Saibilila Abudukelimu, George Flint, Kevin Zhu, Sunishchal Dev

Comments 5th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

Bridging the Skills Gap: A Course Model for Modern Generative AI Education

Anya Bardach, Hamilton Murrah

Comments 10 pages, 2 figures, in the 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26) EAAI Symposium

Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models

Sanchit Sinha, Guangzhi Xiong, Zhenghao He, Aidong Zhang

Comments AAAI 2026 (oral)

ExpertAD: Enhancing Autonomous Driving Systems with Mixture of Experts

Haowen Jiang, Xinyu Huang, You Lu, Dingji Wang, Yuheng Cao, Chaofeng Sha, Bihuan Chen, Keyu Chen, Xin Peng

Comments The paper has been accepted by the Fortieth AAAI Conference on Artificial Intelligence. AAAI 2026

Exposing DeepFakes via Hyperspectral Domain Mapping

Aditya Mehta, Swarnim Chaudhary, Pratik Narang, Jagat Sesh Challa

Comments Accepted at AAAI 2026 Student Abstract

GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion

Yongjun Xiao, Dian Meng, Xinlei Huang, Yanran Liu, Shiwei Ruan, Ziyue Qiao, Xubin Zheng

Comments 8 pages, 3 figures, Accepted to AAAI 2026

EPSegFZ: Efficient Point Cloud Semantic Segmentation for Few- and Zero-Shot Scenarios with Language Guidance

Jiahui Wang, Haiyue Zhu, Haoren Guo, Abdullah Al Mamun, Cheng Xiang, Tong Heng Lee

Comments AAAI 2026

AnchorDS: Anchoring Dynamic Sources for Semantically Consistent Text-to-3D Generation

Jiayin Zhu, Linlin Yang, Yicong Li, Angela Yao

Comments Accepted by AAAI 2026. Project page: https://jyzhu.top/AnchorDS_Webpage/

Stratified Knowledge-Density Super-Network for Scalable Vision Transformers

Longhua Li, Lei Qi, Xin Geng

Comments Accepted by AAAI 2026

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026

Learning with Preserving for Continual Multitask Learning

Hanchen David Wang, Siwoo Bae, Zirong Chen, Meiyi Ma

机构 * Vanderbilt University（范德比大学） 纠错

Comments 25 pages, 16 figures, accepted at AAAI-2026

On the Probabilistic Learnability of Compact Neural Network Preimage Bounds

Luca Marzari, Manuele Bicego, Ferdinando Cicalese, Alessandro Farinelli

Comments Accepted at the 40th Annual AAAI Conference on Artificial Intelligence 2026

GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences

Jingquan Yan, Yuwei Miao, Lei Yu, Yuzhi Guo, Xue Xiao, Lin Xu, Junzhou Huang

Comments AAAI 2026 Oral