Xiaoze Liu's Homepage

# List of Publications

# indicates co-first author.

# 2024

  1. Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs. arXiv

    Xiaoze Liu, Feijie Wu, Tianyang Xu, Zhuo Chen, Yichi Zhang, Xiaoqian Wang, Jing Gao

  2. Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. Submitted to Proc. IEEE

    Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen

  3. Distributed Representations of Entities in Open-World Knowledge Graphs. Knowledge-Based Systems, 2024

    Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yichi Zhang, Zequn Sun, Zhongpo Bo, Yin Fang, Xiaoze Liu, Huajun Chen, Wen Zhang

  4. MultiEM: Effective and Efficient Unsupervised Multi-Table Entity Matching. ICDE 2024

    Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao

# 2023

  1. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity. Submitted to ACM Computing Surveys.

    Cunxiang Wang#, Xiaoze Liu#, Yuanhao Yue#, Qipeng Guo, Xiangkun Hu, Xiangru Tang, Tianhang Zhang, Jiayang Cheng, Yunzhi Yao, Wenyang Gao, Xuming Hu, Zehan Qi, Yidong Wang, Linyi Yang, Jindong Wang, Xing Xie, Zheng Zhang, Yue Zhang

  2. Universal Multi-modal Entity Alignment via Iteratively Fusing Modality Similarity Paths. arXiv

    Bolin Zhu, Xiaoze Liu, Xin Mao, Zhuo Chen, Lingbing Guo, Tao Gui, Qi Zhang

  3. Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness. arXiv 2305.10863

    Zeyuan Tan, Xiulong Yuan, Congjie He, Man-Kit Sit, Guo Li, Xiaoze Liu, Baole Ai, Kai Zeng, Peter Pietzuch, Luo Mai

  4. Unsupervised Entity Alignment for Temporal Knowledge Graphs. WWW 2023

    Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao

  5. Real-time Workload Pattern Analysis for Large-scale Cloud Databases. VLDB 2023

    Jiaqi Wang, Tianyi Li, Anni Wang, Xiaoze Liu, Lu Chen, Jie Chen, Jianye Liu, Junyang Wu, Feifei Li, Yunjun Gao

# 2022

  1. ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities. KDD 2022

    Yunjun Gao#, Xiaoze Liu#, Junyang Wu, Tianyi Li, Pengfei Wang, Lu Chen

  2. PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud Databases. ICDE 2022

    Xiaoze Liu, Zheng Yin, Chao Zhao, Congcong Ge, Lu Chen, Yunjun Gao, Dimeng Li, Ziting Wang, Gaozhong Liang, Jian Tan, Feifei Li

  3. LargeEA: Aligning Entities for Large-scale Knowledge Graphs. VLDB 2022

    Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao

# 2021

  1. Make it Easy: An Effective End-to-End Entity Alignment Framework. SIGIR 2021

    Congcong Ge, Xiaoze Liu, Lu Chen, Baihua Zheng, Yunjun Gao

  2. CollaborEM: A Self-supervised Entity Matching Framework Using Multi-features Collaboration. TKDE 2021

    Congcong Ge, Pengfei Wang, Lu Chen, Xiaoze Liu, Baihua Zheng, Yunjun Gao