Jiye Liang

Efficient Offline Reinforcement Learning via Peer-Influenced Constraint

Topological Anomaly Quantification for Semi-supervised Graph Anomaly Detection

Multi-Modal Point Cloud Completion with Intra- and Inter-Graph Transformer

ScaleMoE: Mixture-of-Experts for Scalable Continuous Control in Actor–Critic Reinforcement Learning

Learning Semantic Anchors for Continual Generalized Category Discovery

EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction

Federated Causal Structure Learning with Non-identical Variable Sets

Human Cognition-Inspired Hierarchical Fuzzy Learning Machine

Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation

HyperMixup: Hypergraph-Augmented with Higher-order Information Mixup

CMoB: Modality Valuation via Causal Effect for Balanced Multimodal Learning

FANS: A Flatness-Aware Network Structure for Generalization in Offline Reinforcement Learning

Automatic Visual Instrumental Variable Learning for Confounding-Resistant Domain Generalization