Wen Zhang

2025

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models.

Zhiqiang Liu|Chengtao Gan|Junjie Wang|Yichi Zhang|Zhongpu Bo|Mengshu Sun|Huajun Chen|Wen Zhang

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation.

Lei Liang|Zhongpu Bo|Zhengke Gui|Zhongshu Zhu|Ling Zhong|Peilong Zhao|Mengshu Sun|Zhiqiang Zhang|Jun Zhou|Wenguang Chen|Wen Zhang|Huajun Chen

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

NativE: Multi-modal Knowledge Graph Completion in the Wild.

Yichi Zhang|Zhuo Chen|Lingbing Guo|Yajing Xu|Binbin Hu|Ziqi Liu|Wen Zhang|Huajun Chen

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning.

Wen Zhang|Mingyang Chen|Peter Knees|Zhen Yao|Mingyang Chen|Peter Knees|Zhiwei Huang|Huajun Chen

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer.

Wen Zhang|Yushan Zhu|Mingyang Chen|Yuxia Geng|Yufeng Huang|Yajing Xu|Wenting Song|Huajun Chen

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding.

Mingyang Chen|Wen Zhang|Yushan Zhu|Hongting Zhou|Zonggang Yuan|Changliang Xu|Huajun Chen

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs.

Wen Zhang|Xiangnan Chen|Zhen Yao|Mingyang Chen|Yushan Zhu|Hongtao Yu|Yufeng Huang|Yajing Xu|Ningyu Zhang|Zezhong Xu|Zonggang Yuan|Feiyu Xiong|Huajun Chen

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning.

Yushan Zhu|Wen Zhang|Mingyang Chen|Hui Chen|Xu Cheng|Wei Zhang|Huajun Chen

WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2019

Interaction Embeddings for Prediction and Explanation in Knowledge Graphs.

Wen Zhang|Bibek Paudel|Wei Zhang|Abraham Bernstein|Huajun Chen

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning.

Wen Zhang|Bibek Paudel|Liang Wang|Jiaoyan Chen|Hai Zhu|Wei Zhang|Abraham Bernstein|Huajun Chen

The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network.

Shumin Deng|Ningyu Zhang|Wen Zhang|Jiaoyan Chen|Jeff Z. Pan|Huajun Chen

Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019.

2017

Knowledge Graph Embedding with Diversity of Structures.

Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017