AAAI

HGATSolver: A Heterogeneous Graph Attention Solver for Fluid-Structure Interaction

HGATSolver: 一种用于流固耦合的异构图注意力求解器

Qin-Yi Zhang, Hong Wang, Siyao Liu, Haichuan Lin, Linying Cao, Xiao-Hu Zhou, Chen Chen, Shuangyi Wang, Zeng-Guang Hou

AI总结 本文提出HGATSolver，通过异构图建模流固耦合系统，采用专用消息传递机制和物理条件门控机制，实现稳定求解。

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 40(2), 1534-1542 (2026)

AI-BAAM: AI-Driven Bank Statement Analytics as Alternative Data for Malaysian MSME Credit Scoring

AI-BAAM：基于人工智能的银行对账单分析作为马来西亚中小微企业信用评分的替代数据

Chun Chet Ng, Zhen Hao Chu, Jia Yu Lim, Yin Yin Boon, Wei Zeng Low, Jin Khye Tan

机构 * AI Lens 纠错

AI总结 本文提出利用银行对账单数据进行信用评估，通过现金流量为基础的流程提升马来西亚中小微企业金融包容性，实验证明结合银行交易特征的模型在验证集上达到AUROC 0.806，比仅使用申请信息的模型提升24.6%。

Comments Accepted for oral presentation at ACM ICAIF 2025 (FinRem Workshop). Accepted for poster presentations at AAAI 2026 (Agentic AI in Financial Services Workshop) and ICLR 2026 (Advances in Financial AI Workshop)

HandMCM: Multi-modal Point Cloud-based Correspondence State Space Model for 3D Hand Pose Estimation

HandMCM：基于多模态点云的对应状态空间模型用于3D手姿态估计

Wencan Cheng, Gim Hee Lee

AI总结 本文提出HandMCM，通过结合局部信息注入/过滤模块和对应建模，利用状态空间模型提升3D手姿态估计的鲁棒性和精度，实验表明其在严重遮挡场景中优于现有方法。

Comments AAAI accepted

Can Protective Watermarking Safeguard the Copyright of 3D Gaussian Splatting?

水印能否保护3D高斯散射的版权？

Wenkai Huang, Yijia Guo, Gaolei Li, Lei Ma, Hang Zhang, Liwen Hu, Jiazheng Wang, Jianhua Li, Tiejun Huang

AI总结 本文首次系统研究并验证了3D高斯散射水印框架的潜在漏洞，提出GSPure框架有效去除水印并保持场景完整性，实验表明其在水印净化性能上优于现有方法。

Comments Accepted by AAAI 2026