AAAI is one of the premier international conferences in artificial intelligence, covering research directions including but not limited to machine learning, natural language processing, computer vision, robotics, intelligent systems, planning and reasoning, and multi-agent systems. AAAI 2026 (The 40th Annual AAAI Conference on Artificial Intelligence) will be held from January 20 to 27, 2026 in Singapore. Twelve papers with faculty and students of the School of Artificial Intelligence, Jilin University as main authors have been accepted by the conference.
1. Resilience Inference for Supply Chains with Hypergraph Neural Network
First author: Zetian Shen (PhD student, 2025 cohort)
Corresponding author: Xuan Song
2. Dual Mamba for Node-Specific Representation Learning: Tackling Over-Smoothing with Selective State Space Modeling
First author: Xin He (PhD student, 2023 cohort)
Corresponding author: Xin Wang
3. HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting
First author: Minlan Shao (Master's student, 2024 cohort)
Corresponding author: Xin Wang
4. Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision–Language Models
First author: Yongguang Li (PhD student, 2025 cohort)
Corresponding author: Qi Wang
5. Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details
First author: Qiang Bai (PhD student, 2023 cohort)
Corresponding author: Xi Yang
6. Effective Robotic Cloth Grasping through Suppressing False Discoveries
First author: Xingyu Zhu (PhD student, 2024 cohort)
Corresponding author: Yixing Gao
7. Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation
First author: Yuxi Lin (PhD student, 2022 cohort)
Corresponding author: Zipei Fan
8. HarmoQ: Harmonized Post-Training Quantization for High-Fidelity Image Super-Resolution
Authors: Hongjun Wang, Jiyuan Chen, Xuan Song, Yinqiang Zheng
9. TraceTrans: Translation and Spatial Tracing for Surgical Prediction
Authors: Xiyu Luo, Haodong Li, Xinxing Cheng, He Zhao, Yang Hu, Xuan Song, Tianyang Zhang
10. Towards Nonlinear Sparse AUC Maximization via Compositional Stochastic Hard Thresholding
Authors: Wenkang Wang, Dongxu Liu
11. Tractable Weighted First-Order Model Counting with Bounded Treewidth Binary Evidence
Authors: Václav Kůla, Qipeng Kuang, Yuyi Wang, Yuanhong Wang, Ondrej Kuzelka
12. HISE-KT: Synergizing Heterogeneous Information Networks and LLMs for Explainable Knowledge Tracing with Meta-Path Optimization
Authors: Zhiyi Duan, Zixing Shi, Hongyu Yuan, Qi Wang
