Hongzhi Yin

Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection

TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models

TableDART: Dynamic Adaptive Multi-Modal Routing for Table Understanding

Collaborative Dual-Size Large Language Models with Dual-Stage Deferral Risk Control

Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective

FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction

Gradual Learning: Optimizing Fine-Tuning with Partially Mastered Knowledge in Large Language Models