VSE-ens: Visual-Semantic Embeddings with Efficient Negative Sampling. - Guibing Guo; Songlin Zhai; Fajie Yuan; Yuan Liu 002; Xingwei Wang 001 (AAAI, 2018)

VSE-fs: Fast Full-Sample Visual Semantic Embedding. - Songlin Zhai; Guibing Guo; Fajie Yuan; Yuan Liu 002; Xingwei Wang 001 (IEEE Intell. Syst., 2021)

DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian Space. - Songlin Zhai; Weiqing Wang 001; Yuan-Fang Li; Yuan Meng (AAAI, 2023)

Attributed Triple Extraction by Combination Under Contrastive Learning. - Runzhe Wang; Gaofeng Xu; Guilin Qi; Yun Li; Yongrui Chen 002; Songlin Zhai; Yuxin Zhang; Rihui Jin; Nijun Li; Qianren Wang (DASFAA (7), 2024)

Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study. - Keyu Wang; Guilin Qi; Jiaqi Li; Songlin Zhai (EMNLP (Findings), 2024)

Event is more valuable than you think: Improving the Similar Legal Case Retrieval via event knowledge. - Yuxin Zhang; Songlin Zhai; Yuan Meng; Sheng Bi; Yongrui Chen 002; Guilin Qi (Inf. Process. Manag., 2024)

Which is better? Taxonomy induction with learning the optimal structure via contrastive learning. - Yuan Meng; Songlin Zhai; Zhihua Chai; Yuxin Zhang; Tianxing Wu 001; Guilin Qi; Wei Song (Knowl. Based Syst., 2024)

Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths. - Songlin Zhai; Yuan Meng; Yuxin Zhang; Guilin Qi (ACL (1), 2025)

TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion. - Yuan Meng; Songlin Zhai; Yuxin Zhang; Zhongjian Hu; Guilin Qi (COLING, 2025)

DST: Continual event prediction by decomposing and synergizing the task commonality and specificity. - Yuxin Zhang; Songlin Zhai; Yongrui Chen 002; Shenyu Zhang; Sheng Bi; Yuan Meng; Guilin Qi (Inf. Process. Manag., 2025)

Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs. - Yu Li 021; Yi Huang; Guilin Qi; Junlan Feng; Nan Hu; Songlin Zhai; Haohan Xue; Yongrui Chen 002; Ruoyan Shen; Tongtong Wu (CoRR, 2025)

KG-Attention: Knowledge Graph-Guided Attention at Test-Time via Bidirectional Information Aggregation. - Songlin Zhai; Guilin Qi; Yuan Meng (CoRR, 2025)

IGen: Redefining long-term event prediction with iterative generation and dynamic balancing. - Yuxin Zhang; Yan Wang; Songlin Zhai; Yongrui Chen 002; Shenyu Zhang; Yuan Meng; Zhihua Chai; Sheng Bi; Guilin Qi (Inf. Process. Manag., 2026)