2026 顶会论文
5作者位次 #2/2ICML 2026Poster· Deep Learning / Graph Neural Networks
HSMAD: Heterophily-Driven Spectral and Manifold Learning for Graph Anomaly Detection
Chen Zhu · YAYING ZHANG
作者位次 #3/3ICML 2026Poster· Applications / Time Series
Decoupling Universal Laws and Environmental Heterogeneity: A Physics-Inspired Framework for Robust Spatio-Temporal Forecasting
Aoyu Liu · Liming Wei · YAYING ZHANG
作者位次 #5/5ICML 2026Spotlight· Deep Learning / Generative Models and Autoencoders
Learning Coupled Continuous-Time Latent Dynamics from Irregular Events
Jiankai Zuo · Yang Zhang · Yu Zhang · Jiarui Liang · YAYING ZHANG
作者位次 #5/5ICML 2026Poster· Deep Learning / Generative Models and Autoencoders
GLAD: Bidirectional Structure-Attribute Alignment via Latent Graph Diffusion Models
Jiankai Zuo · Yu Zhang · Yang Zhang · Zihao Yao · YAYING ZHANG
作者位次 #4/4ICML 2026Poster· Applications / Time Series
Towards a Unified Generative Model for Scarce Time Series with Domain Experts
Zihao Yao · Qi Zheng · Jiankai Zuo · YAYING ZHANG