Visual Tracking via Multi-view Semi-supervised Learning. - Ziyu Shang; Mingzhu Lai; Bo Ma 001 (ACAI, 2018)

A Service-Oriented Remanufacturing Framework With Recovery Timing Prediction Based on Remote Condition Monitoring. - Qingtao Liu; Ziyu Shang; Kai Ding 004; Jingxiang Lv (IEEE Access, 2019)

IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings. - Jiajun Liu; Peng Wang 004; Ziyu Shang; Chenxiao Wu (AAAI, 2023)

A Two-Stage Label Rectification Framework for Noisy Event Extraction. - Zijie Xu 003; Peng Wang 004; Ziyu Shang; Jiajun Liu (DASFAA (3), 2023)

ASKRL: An Aligned-Spatial Knowledge Representation Learning Framework for Open-World Knowledge Graph. - Ziyu Shang; Peng Wang 004; Yuzhang Liu; Jiajun Liu; Wenjun Ke (ISWC, 2023)

Multimodal Named Entity Recognition with Bottleneck Fusion and Contrastive Learning. - Peng Wang 004; Xiaohang Chen; Ziyu Shang; Wenjun Ke (IEICE Trans. Inf. Syst., 2023)

Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval. - Hailang Huang; Zhijie Nie; Ziqiao Wang; Ziyu Shang (AAAI, 2024)

Towards Continual Knowledge Graph Embedding via Incremental Distillation. - Jiajun Liu; Wenjun Ke; Peng Wang 004; Ziyu Shang; Jinhua Gao; Guozheng Li; Ke Ji; Yanhe Liu (AAAI, 2024)

Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype. - Yanhe Liu; Peng Wang 004; Wenjun Ke; Guozheng Li; Xiye Chen; Jiteng Zhao; Ziyu Shang (AAAI, 2024)

OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning. - Ziyu Shang; Wenjun Ke; Nana Xiu; Peng Wang 004; Jiajun Liu; Yanhui Li; Zhizhao Luo; Ke Ji (AAAI, 2024)

Boosting Textural NER with Synthetic Image and Instructive Alignment. - Jiahao Wang; Wenjun Ke; Peng Wang 004; Hang Zhang; Dong Nie; Jiajun Liu; Guozheng Li; Ziyu Shang (ACL (Findings), 2024)

Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction. - Guozheng Li; Wenjun Ke; Peng Wang 004; Zijie Xu 003; Ke Ji; Jiajun Liu; Ziyu Shang; Qiqing Luo (LREC/COLING, 2024)

Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification. - Ke Ji; Peng Wang 004; Wenjun Ke; Guozheng Li; Jiajun Liu; Jingsheng Gao; Ziyu Shang (IJCAI, 2024)

Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction. - Guozheng Li; Peng Wang 004; Wenjun Ke; Yikai Guo; Ke Ji; Ziyu Shang; Jiajun Liu; Zijie Xu 003 (IJCAI, 2024)

Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors. - Guozheng Li; Peng Wang 004; Jiajun Liu; Yikai Guo; Ke Ji; Ziyu Shang; Zijie Xu 003 (IJCAI, 2024)

Empirical Analysis of Dialogue Relation Extraction with Large Language Models. - Guozheng Li; Zijie Xu 003; Ziyu Shang; Jiajun Liu; Ke Ji; Yikai Guo (IJCAI, 2024)

Fast and Continual Knowledge Graph Embedding via Incremental LoRA. - Jiajun Liu; Wenjun Ke; Peng Wang 004; Jiahao Wang; Jinhua Gao; Ziyu Shang; Guozheng Li; Zijie Xu 003; Ke Ji; Yining Li (IJCAI, 2024)

Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning. - Ziyu Shang; Peng Wang 004; Wenjun Ke; Jiajun Liu; Hailang Huang; Guozheng Li; Chenxiao Wu; Jianghan Liu; Xiye Chen; Yining Li (IJCAI, 2024)

Unveiling factuality and injecting knowledge for LLMs via reinforcement learning and data proportion. - Wenjun Ke; Ziyu Shang; Zhizhao Luo; Peng Wang 004; Yikai Guo; Qi Liu 056; Yuxuan Chen (Sci. China Inf. Sci., 2024)

On the Consistency of Commonsense in Large Language Models. - Guozheng Li; Peng Wang 004; Wenjun Ke; Zijie Xu 003; Jiajun Liu; Ziyu Shang (ACL (Findings), 2025)

LLM-Guided Semantic-Aware Clustering for Topic Modeling. - Jianghan Liu; Ziyu Shang; Wenjun Ke; Peng Wang; Zhizhao Luo; Jiajun Liu; Guozheng Li; Yining Li (ACL (1), 2025)

Acquisition and Application of Novel Knowledge in Large Language Models. - Ziyu Shang; Jianghan Liu; Zhizhao Luo; Peng Wang 004; Wenjun Ke; Jiajun Liu; Zijie Xu 003; Guozheng Li (ACL (1), 2025)

Unlearning of Knowledge Graph Embedding via Preference Optimization. - Jiajun Liu; Wenjun Ke; Peng Wang 004; Yao He; Ziyu Shang; Guozheng Li; Zijie Xu 003; Ke Ji (CoRR, 2025)

Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning. - Ziyu Shang; Peng Wang 004; Jianghan Liu; Jiajun Liu; Guozheng Li; Zijie Xu 003; Zhizhao Luo; Xiye Chen; Wenjun Ke (IEEE Trans. Knowl. Data Eng., 2025)