Guangchun Luo

Exploring the Chameleon Effect of Contextual Dynamics in Temporal Knowledge Graph for Event Prediction

2024 · Tsinghua Science & Technology

The ability to forecast future events brings great benefits for society and cyberspace in many public safety domains, such as civil unrest, pandemics and crimes. The occurrences of new events are often correlated or dependent …

EMWQ: An Efficient Mixed Precision Weight Quantization Method for Large Language Models

2025 · IEEE Transactions on Neural Networks and Learning Systems

Large language models (LLMs) have gained a lot of attention and achievements recently because of their significant comprehension and generative abilities. However, the large-scale parameters of LLMs require considerable computational resources in the training and …