Yuwei Wan

24 papers A* 1C 1Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning.
CoRR
Mengsong Wu, Yafei Wang, Yidong Ming, Yuqi An, Yuwei Wan, Wenliang Chen, Binbin Lin, Yuqiang Li, Tong Xie, Dongzhan Zhou
2025 J jnl
DrugMCTS: a drug repurposing framework combining multi-agent, RAG and Monte Carlo Tree Search.
CoRR
Zerui Yang, Yuwei Wan, Siyu Yan, Yudai Matsuda, Tong Xie, Bram Hoex, Linqi Song
2025 J jnl
Empowering LLMs by hybrid retrieval-augmented generation for domain-centric Q&A in smart manufacturing.
Adv. Eng. Informatics
Yuwei Wan, Zheyuan Chen, Ying Liu, Chong Chen, Michael S. Packianather
2025 J jnl
Prompting large language models based on semantic schema for text-to-Cypher transformation towards domain Q&A.
Decis. Support Syst.
Yuwei Wan, Zheyuan Chen, Ying Liu, Chong Chen, Michael S. Packianather
2024 J jnl
A knowledge graph-supported information fusion approach for multi-faceted conceptual modelling.
Inf. Fusion
Zheyuan Chen, Yuwei Wan, Ying Liu, Agustin Valera-Medina
2024 — conf
ByteScience: Bridging Unstructured Scientific Literature and Structured Data with Auto Fine-tuned Large Language Model in Token Granularity.
ICDM (Workshops)
Tong Xie, Hanzhi Zhang, Shaozhou Wang, Yuwei Wan, Imran Razzak, Chunyu Kit, Wenjie Zhang, Bram Hoex
2024 J jnl
ByteScience: Bridging Unstructured Scientific Literature and Structured Data with Auto Fine-tuned Large Language Model in Token Granularity.
CoRR
Tong Xie, Hanzhi Zhang, Shaozhou Wang, Yuwei Wan, Imran Razzak, Chunyu Kit, Wenjie Zhang, Bram Hoex
2024 A* conf
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model.
NeurIPS
Yanpeng Ye, Jie Ren, Shaozhou Wang, Yuwei Wan, Imran Razzak, Bram Hoex, Haofen Wang, Tong Xie, Wenjie Zhang
2024 J jnl
Construction of Functional Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model.
CoRR
Yanpeng Ye, Jie Ren, Shaozhou Wang, Yuwei Wan, Imran Razzak, Tong Xie, Wenjie Zhang
2024 J jnl
Creation of a structured solar cell material dataset and performance prediction using large language models.
Patterns
Tong Xie, Yuwei Wan, Yufei Zhou, Wei Huang, Yixuan Liu, Qingyuan Linghu, Shaozhou Wang, Chunyu Kit, Clara Grazian, Wenjie Zhang, Bram Hoex
2024 J jnl
Du Fu's conspicuous negativity and Li Bai's hidden positivity: a sentiment comparison and exploration.
Digit. Scholarsh. Humanit.
Yingying Meng, Yuwei Wan, Chunyu Kit
2024 J jnl
From Tokens to Materials: Leveraging Language Models for Scientific Discovery.
CoRR
Yuwei Wan, Tong Xie, Nan Wu, Wenjie Zhang, Chunyu Kit, Bram Hoex
2024 J jnl
Opinion Mining by Convolutional Neural Networks for Maximizing Discoverability of Nanomaterials.
J. Chem. Inf. Model.
Tong Xie, Yuwei Wan, Haoran Wang, Ina Østrøm, Shaozhou Wang, Mingrui He, Rong Deng, Xinyuan Wu, Clara Grazian, Chunyu Kit, Bram Hoex
2024 J jnl
SciQAG: A Framework for Auto-Generated Scientific Question Answering Dataset with Fine-grained Evaluation.
CoRR
Yuwei Wan, Aswathy Ajith, Yixuan Liu, Ke Lu, Clara Grazian, Bram Hoex, Wenjie Zhang, Chunyu Kit, Tong Xie, Ian T. Foster
2023 — conf
Constructing Industrial Knowledge Graph Through Ontology and Link Prediction.
CASE
Yuwei Wan, Zheyuan Chen, Ying Liu, Michael S. Packianather, Rui Wang
2023 J jnl
DARWIN Series: Domain Specific Large Language Models for Natural Science.
CoRR
Tong Xie, Yuwei Wan, Wei Huang, Zhenyu Yin, Yixuan Liu, Shaozhou Wang, Qingyuan Linghu, Chunyu Kit, Clara Grazian, Wenjie Zhang, Imran Razzak, Bram Hoex
2023 J jnl
Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT.
CoRR
Tong Xie, Yuwei Wan, Wei Huang, Yufei Zhou, Yixuan Liu, Qingyuan Linghu, Shaozhou Wang, Chunyu Kit, Clara Grazian, Wenjie Zhang, Bram Hoex
2022 J jnl
Interdisciplinary Discovery of Nanomaterials Based on Convolutional Neural Networks.
CoRR
Tong Xie, Yuwei Wan, Weijian Li, Qingyuan Linghu, Shaozhou Wang, Yalun Cai, Han Liu, Chunyu Kit, Clara Grazian, Bram Hoex
2022 — conf
Novel Lexical Semantic Change and Interactivization.
CLSW (1)
Meichun Liu, Yuyan Liang, Yuwei Wan
2021 C conf
Exploiting Knowledge Graph for Multi-faceted Conceptual Modelling using GCN.
ISM
Yuwei Wan, Zhenyuan Chen, Fu Hu, Ying Liu, Michael S. Packianather, Rui Wang
2021 J jnl
Identification of Abnormal Patterns in AR (1) Process Using CS-SVM.
Intell. Autom. Soft Comput.
Hongshuo Zhang, Bo Zhu, Kaimin Pang, Chunmei Chen, Yuwei Wan
2018 J jnl
An Enhanced Certificateless Signcryption in the Standard Model.
Wirel. Pers. Commun.
Ming Luo, Yuwei Wan
2018 J jnl
Secure and Efficient Access Control Scheme for Wireless Sensor Networks in the Cross-Domain Context of the IoT.
Secur. Commun. Networks
Ming Luo, Yi Luo, Yuwei Wan, Ze Wang
2017 J jnl
Certificateless Hybrid Signcryption Scheme with Known Session-Specific Temporary Information Security.
Int. J. Netw. Secur.
Ming Luo, Yuwei Wan, Donghua Huang