♦ Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Guozhou Zheng, Huajun Chen, "OceanGPT: A Large Language Model for Ocean Science Tasks", arXiv. [Paper]

♦ Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen, "When do Program-of-thought Works for Reasoning? ", AAAI 24 [Paper]

♦ Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang, "CodeKGC: Code Language Model for Generative Knowledge Graph Construction", arXiv. [Paper] [Code]

♦ 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", ICLR 22. [Paper] [Code] (*equal contribution)

♦ Zhen Bi, Siyuan Cheng, Jing Chen, Xiaozhuan Liang, Ningyu Zhang, Qiang Chen, Feiyu Xiong, Wei Guo, Huajun Chen, "Relphormer: Relational Graph Transformer for Knowledge Graph Representations", Neurocomputing. [Paper] [Code]

♦ Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen. , "CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark", ACL 22. [Paper] [Code]

♦ "一种基于强化学习和知识图谱的设备故障溯因方法", 陈华钧, 毕祯, 陈名杨. 授权.

♦ "一种基于分布式账本的知识图谱众包平台", 陈华钧, 吴杨, 毕祯. 授权.