DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning. - Yushan Zhu; Wen Zhang 015; Hui Chen 018; Xu Cheng; Wei Zhang 127; Huajun Chen (CoRR, 2020)

OntoED: Low-resource Event Detection with Ontology Embedding. - Shumin Deng; Ningyu Zhang 001; Luoqiu Li; Hui Chen 018; Huaixiao Tou; Mosha Chen; Fei Huang 002; Huajun Chen (ACL/IJCNLP (1), 2021)

Text-Guided Legal Knowledge Graph Reasoning. - Luoqiu Li; Zhen Bi; Hongbin Ye; Shumin Deng; Hui Chen 018; Huaixiao Tou (CCKS, 2021)

Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph. - Chi-Man Wong; Fan Feng; Wen Zhang 015; Chi-Man Vong; Hui Chen 018; Yichi Zhang 009; Peng He; Huan Chen; Kun Zhao; Huajun Chen (ICDE, 2021)

Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training. - Ganqiang Ye; Wen Zhang 015; Zhen Bi; Chi Man Wong; Hui Chen 018; Huajun Chen (IJCKG, 2021)

AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba. - Ningyu Zhang 001; Qianghuai Jia; Shumin Deng; Xiang Chen 016; Hongbin Ye; Hui Chen 018; Huaixiao Tou; Gang Huang 004; Zhao Wang; Nengwei Hua; Huajun Chen (KDD, 2021)

Knowledge Perceived Multi-modal Pretraining in E-commerce. - Yushan Zhu; Huaixiao Zhao; Wen Zhang 015; Ganqiang Ye; Hui Chen 018; Ningyu Zhang 001; Huajun Chen (ACM Multimedia, 2021)

Text-guided Legal Knowledge Graph Reasoning. - Luoqiu Li; Zhen Bi; Hongbin Ye; Shumin Deng; Hui Chen 018; Huaixiao Tou; Ningyu Zhang 001; Huajun Chen (CoRR, 2021)

Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph. - Chiman Wong; Fan Feng; Wen Zhang 015; Chi-Man Vong; Hui Chen 018; Yichi Zhang 010; Peng He; Huan Chen; Kun Zhao; Huajun Chen (CoRR, 2021)

Knowledge Perceived Multi-modal Pretraining in E-commerce. - Yushan Zhu; Huaixiao Tou; Wen Zhang 015; Ganqiang Ye; Hui Chen 018; Ningyu Zhang 001; Huajun Chen (CoRR, 2021)

Learning to Ask for Data-Efficient Event Argument Extraction. - Hongbin Ye; Ningyu Zhang 001; Zhen Bi; Shumin Deng; Chuanqi Tan; Hui Chen 018; Fei Huang 002; Huajun Chen (CoRR, 2021)

Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract). - Hongbin Ye; Ningyu Zhang 001; Zhen Bi; Shumin Deng; Chuanqi Tan; Hui Chen 018; Fei Huang 002; Huajun Chen (AAAI, 2022)

How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? - Hailong Jin; Tiansi Dong; Lei Hou 001; Juanzi Li; Hui Chen 018; Zelin Dai; Yincen Qu (ACL (Findings), 2022)

Ruleformer: Context-aware Rule Mining over Knowledge Graph. - Zezhong Xu; Peng Ye 007; Hui Chen 018; Meng Zhao; Huajun Chen; Wen Zhang 015 (COLING, 2022)

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. - Yincen Qu; Ningyu Zhang 001; Hui Chen 018; Zelin Dai; Chengming Wang; Xiaoyu Wang; Qiang Chen; Huajun Chen (EMNLP (Findings), 2022)

Generative Knowledge Graph Construction: A Review. - Hongbin Ye; Ningyu Zhang 001; Hui Chen 018; Huajun Chen (EMNLP, 2022)

Neural-Symbolic Entangled Framework for Complex Query Answering. - Zezhong Xu; Wen Zhang 015; Peng Ye 007; Hui Chen 018; Huajun Chen (NeurIPS, 2022)

DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning. - Yushan Zhu; Wen Zhang 015; Mingyang Chen; Hui Chen 018; Xu Cheng; Wei Zhang 127; Huajun Chen (WSDM, 2022)

From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer. - Xin Xie 006; Ningyu Zhang 001; Zhoubo Li; Shumin Deng; Hui Chen 018; Feiyu Xiong; Mosha Chen; Huajun Chen (WWW (Companion Volume), 2022)

Ontology-enhanced Prompt-tuning for Few-shot Learning. - Hongbin Ye; Ningyu Zhang 001; Shumin Deng; Xiang Chen 016; Hui Chen 018; Feiyu Xiong; Xi Chen 003; Huajun Chen (WWW, 2022)

Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective. - Shumin Deng; Ningyu Zhang 001; Hui Chen 018; Feiyu Xiong; Jeff Z. Pan; Huajun Chen (CoRR, 2022)

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. - Yincen Qu; Ningyu Zhang 001; Hui Chen 018; Zelin Dai; Zezhong Xu; Chengming Wang; Xiaoyu Wang; Qiang Chen; Huajun Chen (CoRR, 2022)

Ruleformer: Context-aware Differentiable Rule Mining over Knowledge Graph. - Zezhong Xu; Peng Ye 007; Hui Chen 018; Meng Zhao; Huajun Chen; Wen Zhang 015 (CoRR, 2022)

Low-resource extraction with knowledge-aware pairwise prototype learning. - Shumin Deng; Ningyu Zhang 001; Hui Chen 018; Chuanqi Tan; Fei Huang 002; Changliang Xu; Huajun Chen (Knowl. Based Syst., 2022)