Siyuan Cheng

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 21

Top Topics

Graph Representation

Document Retrieval

Top Venues

EMNLP (Findings)

Publications

Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Ningyu Zhang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen
InstructEdit: Instruction-based Knowledge Editing for Large Language Models. CoRR (2024)
Jiaqi Li, Miaozeng Du, Chuanyi Zhang, Yongrui Chen, Nan Hu, Guilin Qi, Haiyun Jiang, Siyuan Cheng, Bozhong Tian
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing. CoRR (2024)
Zhen Bi, Siyuan Cheng, Jing Chen, Xiaozhuan Liang, Feiyu Xiong, Ningyu Zhang
Relphormer: Relational Graph Transformer for Knowledge Graph Representations. Neurocomputing 566 (2024)
Ningyu Zhang, Yunzhi Yao, Bozhong Tian, Peng Wang, Shumin Deng, Mengru Wang, Zekun Xi, Shengyu Mao, Jintian Zhang, Yuansheng Ni, Siyuan Cheng, Ziwen Xu, Xin Xu, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen
A Comprehensive Study of Knowledge Editing for Large Language Models. CoRR (2024)
Jiaqi Li, Miaozeng Du, Chuanyi Zhang, Yongrui Chen, Nan Hu, Guilin Qi, Haiyun Jiang, Siyuan Cheng, Bozhong Tian
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing. ACL (Findings) (2024)
Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. CoRR (2024)
Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Xi Chen, Qingbin Liu, Huajun Chen
Editing Language Model-Based Knowledge Graph Embeddings. AAAI (2024)
Yunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang
Editing Large Language Models: Problems, Methods, and Opportunities. EMNLP (2023)
Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang
Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract). AAAI (2023)
Yunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang
Editing Large Language Models: Problems, Methods, and Opportunities. CoRR (2023)
Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Zelin Dai, Feiyu Xiong, Wei Guo, Huajun Chen
Editing Language Model-based Knowledge Graph Embeddings. CoRR (2023)
Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang
Can We Edit Multimodal Large Language Models? EMNLP (2023)
Qingbin Liu, Yin Kung, Yanchao Hao, Dianbo Sui, Siyuan Cheng, Xi Chen, Ningyu Zhang, Jiaoyan Chen
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. EMNLP (Findings) (2023)
Peng Wang, Ningyu Zhang, Xin Xie, Yunzhi Yao, Bozhong Tian, Mengru Wang, Zekun Xi, Siyuan Cheng, Kangwei Liu, Guozhou Zheng, Huajun Chen
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. CoRR (2023)
Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang
Can We Edit Multimodal Large Language Models? CoRR (2023)
Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen
Contrastive Demonstration Tuning for Pre-trained Language Models. EMNLP (Findings) (2022)
Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang
Multi-modal Protein Knowledge Graph Construction and Applications. CoRR (2022)
Zhen Bi, Siyuan Cheng, Ningyu Zhang, Xiaozhuan Liang, Feiyu Xiong, Huajun Chen
Relphormer: Relational Graph Transformer for Knowledge Graph Representation. CoRR (2022)
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Qiang Zhang, Jiazhang Lian, Huajun Chen
OntoProtein: Protein Pretraining With Gene Ontology Embedding. ICLR (2022)
Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhen Bi, Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang, Huajun Chen
Contrastive Demonstration Tuning for Pre-trained Language Models. CoRR (2022)
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Jiazhang Lian, Qiang Zhang, Huajun Chen
OntoProtein: Protein Pretraining With Gene Ontology Embedding. CoRR (2022)