Contrastive Demonstration Tuning for Pre-trained Language Models. - Xiaozhuan Liang; Ningyu Zhang 001; Siyuan Cheng 008; Zhenru Zhang; Chuanqi Tan; Huajun Chen (EMNLP (Findings), 2022)

OntoProtein: Protein Pretraining With Gene Ontology Embedding. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Siyuan Cheng 008; Haosen Hong; Shumin Deng; Qiang Zhang 026; Jiazhang Lian; Huajun Chen (ICLR, 2022)

Contrastive Demonstration Tuning for Pre-trained Language Models. - Xiaozhuan Liang; Ningyu Zhang 001; Siyuan Cheng 008; Zhen Bi; Zhenru Zhang; Chuanqi Tan; Songfang Huang; Fei Huang 002; Huajun Chen (CoRR, 2022)

Relphormer: Relational Graph Transformer for Knowledge Graph Representation. - Zhen Bi; Siyuan Cheng 008; Ningyu Zhang 001; Xiaozhuan Liang; Feiyu Xiong; Huajun Chen (CoRR, 2022)

Multi-modal Protein Knowledge Graph Construction and Applications. - Siyuan Cheng 008; Xiaozhuan Liang; Zhen Bi; Huajun Chen; Ningyu Zhang 001 (CoRR, 2022)

Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract). - Siyuan Cheng 008; Xiaozhuan Liang; Zhen Bi; Huajun Chen; Ningyu Zhang 001 (AAAI, 2023)

Can We Edit Multimodal Large Language Models? - Siyuan Cheng 008; Bozhong Tian; Qingbin Liu; Xi Chen 003; Yongheng Wang; Huajun Chen; Ningyu Zhang 001 (EMNLP, 2023)

Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. - Qingbin Liu; Yin Kung; Yanchao Hao; Dianbo Sui; Siyuan Cheng 008; Xi Chen 003; Ningyu Zhang 001; Jiaoyan Chen 001 (EMNLP (Findings), 2023)

Editing Large Language Models: Problems, Methods, and Opportunities. - Yunzhi Yao; Peng Wang 104; Bozhong Tian; Siyuan Cheng 008; Zhoubo Li; Shumin Deng; Huajun Chen; Ningyu Zhang 001 (EMNLP, 2023)

Editing Language Model-based Knowledge Graph Embeddings. - Siyuan Cheng 008; Ningyu Zhang 001; Bozhong Tian; Zelin Dai; Feiyu Xiong; Wei Guo; Huajun Chen (CoRR, 2023)

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. - Peng Wang 104; Ningyu Zhang 001; Bozhong Tian; Zekun Xi; Yunzhi Yao; Ziwen Xu; Mengru Wang; Shengyu Mao; Xiaohan Wang; Siyuan Cheng 008; Kangwei Liu; Yuansheng Ni; et al. (CoRR, 2023)

Editing Language Model-Based Knowledge Graph Embeddings. - Siyuan Cheng 008; Ningyu Zhang 001; Bozhong Tian; Xi Chen 003; Qingbin Liu; Huajun Chen (AAAI, 2024)

MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing. - Jiaqi Li; Miaozeng Du; Chuanyi Zhang; Yongrui Chen 002; Nan Hu; Guilin Qi; Haiyun Jiang; Siyuan Cheng 008; Bozhong Tian (ACL (Findings), 2024)

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. - Bozhong Tian; Xiaozhuan Liang; Siyuan Cheng 008; Qingbin Liu; Mengru Wang; Dianbo Sui; Xi Chen 003; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2024)

InstructEdit: Instruction-Based Knowledge Editing for Large Language Models. - Ningyu Zhang 001; Bozhong Tian; Siyuan Cheng 008; Xiaozhuan Liang; Yi Hu; Kouying Xue; Yanjie Gou; Xi Chen 003; Huajun Chen (IJCAI, 2024)

A Comprehensive Study of Knowledge Editing for Large Language Models. - Ningyu Zhang 001; Yunzhi Yao; Bozhong Tian; Peng Wang 104; Shumin Deng; Mengru Wang; Zekun Xi; Shengyu Mao; Jintian Zhang; Yuansheng Ni; Siyuan Cheng 008; Ziwen Xu; et al. (CoRR, 2024)

Relphormer: Relational Graph Transformer for Knowledge Graph Representations. - Zhen Bi; Siyuan Cheng 008; Jing Chen; Xiaozhuan Liang; Feiyu Xiong; Ningyu Zhang 001 (Neurocomputing, 2024)

ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark. - Kangwei Liu; Siyuan Cheng 008; Bozhong Tian; Xiaozhuan Liang; Yuyang Yin; Meng Han; Ningyu Zhang 001; Bryan Hooi; Xi Chen 003; Shumin Deng (CoRR, 2025)