Ziyu Shang

37 papers A* 15Misc 1Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts.
AAAI
Jiajun Liu, Yao He, Wenjun Ke, Peng Wang, Ziyu Shang, Guozheng Li, Zijie Xu
2026 A* conf
Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models.
AAAI
Zijie Xu, Wenjun Ke, Peng Wang, Guozheng Li, Qingjian Ni, Jiajun Liu, Ziyu Shang, Jing Zhou
2026 A* conf
Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation.
AAAI
Hengyuan Xu, Wenjun Ke, Yao He, Jiajun Liu, Dong Nie, Peng Wang, Ziyu Shang, Zijie Xu
2026 A* conf
Unlearning of Knowledge Graph Embedding via Preference Optimization.
WWW
Jiajun Liu, Wenjun Ke, Peng Wang, Yao He, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji
2025 — conf
Acquisition and Application of Novel Knowledge in Large Language Models.
ACL (1)
Ziyu Shang, Jianghan Liu, Zhizhao Luo, Peng Wang, Wenjun Ke, Jiajun Liu, Zijie Xu, Guozheng Li
2025 — conf
LLM-Guided Semantic-Aware Clustering for Topic Modeling.
ACL (1)
Jianghan Liu, Ziyu Shang, Wenjun Ke, Peng Wang, Zhizhao Luo, Jiajun Liu, Guozheng Li, Yining Li
2025 J jnl
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning.
IEEE Trans. Knowl. Data Eng.
Ziyu Shang, Peng Wang, Jianghan Liu, Jiajun Liu, Guozheng Li, Zijie Xu, Zhizhao Luo, Xiye Chen, Wenjun Ke
2025 — conf
On the Consistency of Commonsense in Large Language Models.
ACL (Findings)
Guozheng Li, Peng Wang, Wenjun Ke, Zijie Xu, Jiajun Liu, Ziyu Shang
2025 J jnl
PMMD: A pose-guided multi-view multi-modal diffusion for person generation.
CoRR
Ziyu Shang, Haoran Liu, Rongchao Zhang, Zhiqian Wei, Tongtong Feng
2025 J jnl
Unlearning of Knowledge Graph Embedding via Preference Optimization.
CoRR
Jiajun Liu, Wenjun Ke, Peng Wang, Yao He, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji
2024 — conf
Boosting Textural NER with Synthetic Image and Instructive Alignment.
ACL (Findings)
Jiahao Wang, Wenjun Ke, Peng Wang, Hang Zhang, Dong Nie, Jiajun Liu, Guozheng Li, Ziyu Shang
2024 A* conf
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval.
AAAI
Hailang Huang, Zhijie Nie, Ziqiao Wang, Ziyu Shang
2024 J jnl
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval.
CoRR
Hailang Huang, Zhijie Nie, Ziqiao Wang, Ziyu Shang
2024 A* conf
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification.
IJCAI
Ke Ji, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Jingsheng Gao, Ziyu Shang
2024 J jnl
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification.
CoRR
Ke Ji, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Jingsheng Gao, Ziyu Shang
2024 A* conf
Empirical Analysis of Dialogue Relation Extraction with Large Language Models.
IJCAI
Guozheng Li, Zijie Xu, Ziyu Shang, Jiajun Liu, Ke Ji, Yikai Guo
2024 J jnl
Empirical Analysis of Dialogue Relation Extraction with Large Language Models.
CoRR
Guozheng Li, Zijie Xu, Ziyu Shang, Jiajun Liu, Ke Ji, Yikai Guo
2024 A* conf
Fast and Continual Knowledge Graph Embedding via Incremental LoRA.
IJCAI
Jiajun Liu, Wenjun Ke, Peng Wang, Jiahao Wang, Jinhua Gao, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji, Yining Li
2024 J jnl
Fast and Continual Knowledge Graph Embedding via Incremental LoRA.
CoRR
Jiajun Liu, Wenjun Ke, Peng Wang, Jiahao Wang, Jinhua Gao, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji, Yining Li
2024 A* conf
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning.
IJCAI
Ziyu Shang, Peng Wang, Wenjun Ke, Jiajun Liu, Hailang Huang, Guozheng Li, Chenxiao Wu, Jianghan Liu, Xiye Chen, Yining Li
2024 A* conf
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors.
IJCAI
Guozheng Li, Peng Wang, Jiajun Liu, Yikai Guo, Ke Ji, Ziyu Shang, Zijie Xu
2024 J jnl
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors.
CoRR
Guozheng Li, Peng Wang, Jiajun Liu, Yikai Guo, Ke Ji, Ziyu Shang, Zijie Xu
2024 A* conf
OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning.
AAAI
Ziyu Shang, Wenjun Ke, Nana Xiu, Peng Wang, Jiajun Liu, Yanhui Li, Zhizhao Luo, Ke Ji
2024 A* conf
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction.
IJCAI
Guozheng Li, Peng Wang, Wenjun Ke, Yikai Guo, Ke Ji, Ziyu Shang, Jiajun Liu, Zijie Xu
2024 J jnl
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction.
CoRR
Guozheng Li, Peng Wang, Wenjun Ke, Yikai Guo, Ke Ji, Ziyu Shang, Jiajun Liu, Zijie Xu
2024 A* conf
Towards Continual Knowledge Graph Embedding via Incremental Distillation.
AAAI
Jiajun Liu, Wenjun Ke, Peng Wang, Ziyu Shang, Jinhua Gao, Guozheng Li, Ke Ji, Yanhe Liu
2024 J jnl
Towards Continual Knowledge Graph Embedding via Incremental Distillation.
CoRR
Jiajun Liu, Wenjun Ke, Peng Wang, Ziyu Shang, Jinhua Gao, Guozheng Li, Ke Ji, Yanhe Liu
2024 A* conf
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype.
AAAI
Yanhe Liu, Peng Wang, Wenjun Ke, Guozheng Li, Xiye Chen, Jiteng Zhao, Ziyu Shang
2024 — conf
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction.
LREC/COLING
Guozheng Li, Wenjun Ke, Peng Wang, Zijie Xu, Ke Ji, Jiajun Liu, Ziyu Shang, Qiqing Luo
2024 J jnl
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction.
CoRR
Guozheng Li, Wenjun Ke, Peng Wang, Zijie Xu, Ke Ji, Jiajun Liu, Ziyu Shang, Qiqing Luo
2024 J jnl
Unveiling factuality and injecting knowledge for LLMs via reinforcement learning and data proportion.
Sci. China Inf. Sci.
Wenjun Ke, Ziyu Shang, Zhizhao Luo, Peng Wang, Yikai Guo, Qi Liu, Yuxuan Chen
2023 — conf
A Two-Stage Label Rectification Framework for Noisy Event Extraction.
DASFAA (3)
Zijie Xu, Peng Wang, Ziyu Shang, Jiajun Liu
2023 Misc conf
ASKRL: An Aligned-Spatial Knowledge Representation Learning Framework for Open-World Knowledge Graph.
ISWC
Ziyu Shang, Peng Wang, Yuzhang Liu, Jiajun Liu, Wenjun Ke
2023 A* conf
IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings.
AAAI
Jiajun Liu, Peng Wang, Ziyu Shang, Chenxiao Wu
2023 J jnl
Multimodal Named Entity Recognition with Bottleneck Fusion and Contrastive Learning.
IEICE Trans. Inf. Syst.
Peng Wang, Xiaohang Chen, Ziyu Shang, Wenjun Ke
2019 J jnl
A Service-Oriented Remanufacturing Framework With Recovery Timing Prediction Based on Remote Condition Monitoring.
IEEE Access
Qingtao Liu, Ziyu Shang, Kai Ding, Jingxiang Lv
2018 — conf
Visual Tracking via Multi-view Semi-supervised Learning.
ACAI
Ziyu Shang, Mingzhu Lai, Bo Ma