Da Zheng

2025

doi dblp
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.
Yujie Luo|Xiangyuan Ru|Kangwei Liu|Lin Yuan|Mengshu Sun|Ningyu Zhang|Lei Liang|Zhiqiang Zhang|Jun Zhou|Lanning Wei|Da Zheng|Haofen Wang|Huajun Chen
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Revisit Orthogonality in Graph-Regularized MLPs.
Hengrui Zhang|Shen Wang|Vassilis N. Ioannidis|Soji Adeshina|Jiani Zhang|Xiao Qin|Christos Faloutsos|Da Zheng|George Karypis|Philip S. Yu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

doi dblp
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction.
Shichang Zhang|Jiani Zhang|Xiang Song|Soji Adeshina|Da Zheng|Christos Faloutsos|Yizhou Sun
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2021

doi dblp
Scalable Graph Neural Networks with Deep Graph Library.
Da Zheng|Minjie Wang|Quan Gan|Xiang Song|Zheng Zhang|George Karypis
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

doi dblp
DGL-KE: Training Knowledge Graph Embeddings at Scale.
Da Zheng|Xiang Song|Chao Ma|Zeyuan Tan|Zihao Ye|Jin Dong|Hao Xiong|Zheng Zhang|George Karypis
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Collective Multi-type Entity Alignment Between Knowledge Graphs.
Qi Zhu|Hao Wei|Bunyamin Sisman|Da Zheng|Christos Faloutsos|Xin Luna Dong|Jiawei Han
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi dblp
Learning Graph Neural Networks with Deep Graph Library.
Da Zheng|Minjie Wang|Quan Gan|Zheng Zhang|George Karypis
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020