AAAI

Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization

Yoonhyuk Choi, Jiho Choi, Chong-Kwon Kim

Comments AAAI 2026

When Person Re-Identification Meets Event Camera: A Benchmark Dataset and An Attribute-guided Re-Identification Framework

Xiao Wang, Qian Zhu, Shujuan Wu, Bo Jiang, Shiliang Zhang

机构 * School of Computer Science and Technology, Anhui University, Hefei, China（安徽大学计算机科学与技术学院） ； Peng Cheng Laboratory, Shenzhen, China（鹏城实验室） ； School of Computer Science, Peking University, China（北京大学计算机科学学院） 纠错

Comments Accepted by AAAI 2026

Reasoning with Exploration: An Entropy Perspective

Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Wayne Xin Zhao, Zhenliang Zhang, Furu Wei

机构 * RUC（北京理工大学） ； MSRA（微软研究院） ； SJTU（上海交通大学） ； BIGAI（北京人工智能研究院） 纠错

Comments AAAI 2026 Conference

MindVote: When AI Meets the Wild West of Social Media Opinion

Xutao Mao, Ezra Xuanru Tao, Leyao Wang

Comments Accepted in AAAI 2026 (Oral)

Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models

Jiahuan Long, Tingsong Jiang, Wen Yao, Yizhe Xiong, Zhengqin Xu, Shuai Jia, Hanqing Liu, Chao Ma

Comments Accepted by AAAI 2026

Collaborative LLM Numerical Reasoning with Local Data Protection

Min Zhang, Yuzhe Lu, Yun Zhou, Panpan Xu, Lin Lee Cheong, Chang-Tien Lu, Haozhu Wang

机构 * AWS AI（AWS人工智能） 纠错

Comments Accepted to AAAI-2026

Unsupervised Multi-Parameter Inverse Solving for Reducing Ring Artifacts in 3D X-Ray CBCT

Qing Wu, Hongjiang Wei, Jingyi Yu, Yuyao Zhang

Comments Accepted by AAAI 2026