2022

doi dblp
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion
Xiang Chen | Ningyu Zhang | Lei Li | Shumin Deng | Chuanqi Tan | Changliang Xu | Fei Huang | Luo Si | Huajun Chen
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
Xiang Chen | Ningyu Zhang | Xin Xie | Shumin Deng | Yunzhi Yao | Chuanqi Tan | Fei Huang | Luo Si | Huajun Chen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Ontology-enhanced Prompt-tuning for Few-shot Learning
Hongbin Ye | Ningyu Zhang | Shumin Deng | Xiang Chen | Hui Chen | Feiyu Xiong | Xi Chen | Huajun Chen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer
Xin Xie | Ningyu Zhang | Zhoubo Li | Shumin Deng | Hui Chen | Feiyu Xiong | Mosha Chen | Huajun Chen
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2020

doi dblp
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
Shumin Deng | Ningyu Zhang | Jiaojian Kang | Yichi Zhang | Wei Zhang | Huajun Chen
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

doi dblp
Relation Adversarial Network for Low Resource Knowledge Graph Completion
Ningyu Zhang | Shumin Deng | Zhanlin Sun | Jiaoyan Chen | Wei Zhang | Huajun Chen
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
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