Shuiguang Deng

Text2GraphBench: A Comprehensive Benchmark for Evaluating Text-Instructed Graph Generation with Large Language Models

Synergizing Large Language Models and Task-specific Models for Time Series Anomaly Detection

Semantic Embedding-Driven Topology Extraction with Correlation Lag Awareness

SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network

RAG4GFM: Bridging Knowledge Gaps in Graph Foundation Models through Graph Retrieval Augmented Generation

VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree

Robustifying Learning-Augmented Caching Efficiently without Compromising 1-Consistency

Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation

ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration

Dancing with Discrepancies: Commonality Specificity Attention GAN for Weakly Supervised Medical Lesion Segmentation

A Super-Aligned Driving Generalist Is Your Cockpit