知识花园 (Knowledge Garden)

The Knowledge Mining team $\sqsubseteq$ The Websoft research group

User Tools

Site Tools


en:team:publications

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revisionPrevious revision
Next revision
Previous revision
en:team:publications [2024/11/06 12:10] – [2024] whuen:team:publications [2025/03/25 16:40] (current) – [2025] whu
Line 2: Line 2:
  
 **Marks**: $^\star$//Corresponding author//; $^\dagger$//Equal contributor//; $^\triangle$//Outside collaborator// **Marks**: $^\star$//Corresponding author//; $^\dagger$//Equal contributor//; $^\triangle$//Outside collaborator//
 +
 +==== 2025 ====
 +
 +  - Yuanning Cui, Zequn Sun, Wei Hu$^\star$.\\ Transfer-and-fusion: Integrated link prediction across knowledge graphs.\\ IEEE Transactions on Knowledge and Data Engineering, 2025. [[https://doi.org/10.1109/TKDE.2025.3544255|IEEE]] [[https://github.com/nju-websoft/CPL|GitHub]]  
 +  - Xiangyu Liu, Yi Liu, Silei Chen, Wei Hu$^\star$.\\ Controllable protein sequence generation with LLM preference optimization.\\ In: //AAAI//, 2025. [[http://arxiv.org/abs/2501.15007|arXiv]] [[https://github.com/nju-websoft/CtrlProt|GitHub]]
 +  - Xiangrong Zhu, Yuexiang Xie$^\triangle$, Yi Liu, Yaliang Li$^\triangle$, Wei Hu.\\ Knowledge graph-guided retrieval augmented generation.\\ In: //NAACL//, 2025. [[https://arxiv.org/abs/2502.06864|arXiv]] [[https://github.com/nju-websoft/KG2RAG|GitHub]]
 +  - Wei Hu, Zequn Sun.\\ Knowledge fusion.\\ In: //Handbook on Neurosymbolic AI and Knowledge Graphs//, 300--318, 2025. [[https://ebooks.iospress.nl/volume/handbook-on-neurosymbolic-ai-and-knowledge-graphs|IOS]]
  
 ==== 2024 ==== ==== 2024 ====
Line 14: Line 21:
   - Yuanning Cui, Zequn Sun, Wei Hu$^\star$.\\ A pre-trained universal knowledge graph reasoning model based on rule prompts.\\ //Journal of Computer Research and Development//, 61(8):2030--2044, 2024.   - Yuanning Cui, Zequn Sun, Wei Hu$^\star$.\\ A pre-trained universal knowledge graph reasoning model based on rule prompts.\\ //Journal of Computer Research and Development//, 61(8):2030--2044, 2024.
   - Xindi Luo, Zequn Sun$^\star$, Jing Zhao$^{\triangle,\star}$, Zhe Zhao$^{\triangle,\star}$, Wei Hu$^\star$.\\ KnowLA: Enhancing parameter-efficient finetuning with knowledgeable adaptation.\\ In: //NAACL//, 7146--7159, 2024. [[http://arxiv.org/abs/2403.14950|arXiv]] [[https://github.com/nju-websoft/KnowLA|GitHub]]   - Xindi Luo, Zequn Sun$^\star$, Jing Zhao$^{\triangle,\star}$, Zhe Zhao$^{\triangle,\star}$, Wei Hu$^\star$.\\ KnowLA: Enhancing parameter-efficient finetuning with knowledgeable adaptation.\\ In: //NAACL//, 7146--7159, 2024. [[http://arxiv.org/abs/2403.14950|arXiv]] [[https://github.com/nju-websoft/KnowLA|GitHub]]
-  - Yang Liu, Xiaobin Tian, Zequn Sun$^\star$, Wei Hu.\\ Finetuning generative large language models with discrimination instructions for knowledge graph completion.\\ In: //ISWC//, 2024. [[https://arxiv.org/abs/2407.16127|arXiv]] [[https://github.com/nju-websoft/DIFT|GitHub]] +  - Yang Liu, Xiaobin Tian, Zequn Sun$^\star$, Wei Hu.\\ Finetuning generative large language models with discrimination instructions for knowledge graph completion.\\ In: //ISWC//, 199--217, 2024. [[https://arxiv.org/abs/2407.16127|arXiv]] [[https://github.com/nju-websoft/DIFT|GitHub]] 
-  - Zhoutian Shao, Yuanning Cui, Wei Hu$^\star$.\\ Expanding the scope: Inductive knowledge graph reasoning with multi-starting progressive propagation.\\ In: //ISWC//, 2024. [[https://arxiv.org/abs/2407.10430|arXiv]] [[https://github.com/nju-websoft/MStar|GitHub]]+  - Zhoutian Shao, Yuanning Cui, Wei Hu$^\star$.\\ Expanding the scope: Inductive knowledge graph reasoning with multi-starting progressive propagation.\\ In: //ISWC//, 41--58, 2024. [[https://arxiv.org/abs/2407.10430|arXiv]] [[https://github.com/nju-websoft/MStar|GitHub]]
   - Xinyi Wang, Wenzheng Zhao, Xiangrong Zhu, Wei Hu$^\star$.\\ Can ChatGPT solve relation extraction? An extensive assessment via design choice exploration.\\ In: //NLPCC//, 346--358, 2024.   - Xinyi Wang, Wenzheng Zhao, Xiangrong Zhu, Wei Hu$^\star$.\\ Can ChatGPT solve relation extraction? An extensive assessment via design choice exploration.\\ In: //NLPCC//, 346--358, 2024.
-  - Jianhao Chen, Haoyuan Ouyang, Junyang Ren, Wentao Ding, Wei Hu, Yuzhong Qu.\\ Timeline-based sentence decomposition with in context learning for temporal fact extraction.\\ In: //ACL//, 3415--3432, 2024. +  - Jianhao Chen, Haoyuan Ouyang, Junyang Ren, Wentao Ding, Wei Hu, Yuzhong Qu.\\ Timeline-based sentence decomposition with in-context learning for temporal fact extraction.\\ In: //ACL//, 3415--3432, 2024. 
 ==== 2023 ==== ==== 2023 ====
  
en/team/publications.1730866238.txt.gz · Last modified: 2024/11/06 12:10 by whu