Shenglai Zeng
Publications by Year
Research Areas
Advanced Graph Neural Networks, Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Complex Network Analysis Techniques
Most-Cited Works
- → HFedMS: Heterogeneous Federated Learning With Memorable Data Semantics in Industrial Metaverse(2023)54 cited
- → Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking(2023)25 cited
- → Exploring Memorization in Fine-tuned Language Models(2024)7 cited
- → On the Generalization of Training-based ChatGPT Detection Methods(2024)6 cited
- → Unveiling and Mitigating Memorization in Text-to-Image Diffusion Models Through Cross Attention(2024)5 cited
- → Empowering GraphRAG with Knowledge Filtering and Integration(2025)2 cited
- Fix Before Search: Benchmarking Agentic Query Visual Pre-processing in Multimodal Retrieval-augmented Generation(2026)
- → Unveiling Mode Connectivity in Graph Neural Network(2025)