Jiawei Wang

What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension

2021

Machine reading comprehension (MRC) is a challenging NLP task for it requires to carefully deal with all linguistic granularities from word, sentence to passage. For extractive MRC, the answer span has been shown mostly determined …

SCoAMPS: Semi-Supervised Graph Contrastive Learning Based on Associative Memory Network and Pseudo-Label Similarity

2025 · Big Data Mining and Analytics

Graph data have extensive applications in various domains, including social networks, biological reaction networks, and molecular structures. Graph classification aims to predict the properties of entire graphs, playing a crucial role in many downstream applications. …

Low-Latency and Area-Efficient Elliptic Curve Point Multiplication Architectures Over Koblitz Curves

2025 · IEEE Internet of Things Journal

Point multiplication is the core operation in elliptic curve cryptography. Koblitz curves are a special class of curves that can utilize the Frobenius mapping to accelerate the implementation of point multiplication operations. For point multiplication …

A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support

2025 · arXiv (Cornell University)

Knowledge graphs and large language models (LLMs) are key tools for biomedical knowledge integration and reasoning, facilitating structured organization of scientific articles and discovery of complex semantic relationships. However, current methods face challenges: knowledge graph …