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Zhang Jianbing (张建兵)

NJUNLP,School of Artificial Intelligence, Nanjing University, China

Nanjing University, Xianlin Campus Mailbox 603

Email: zjb at nju.edu.cn


Correspondence

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Jian-Bing Zhang

Natural Language Processing Group

Nanjing University, Xianlin Campus Mailbox 603

163 Xianlin Avenue, Qixia District

Nanjing 210023,China

Office:

Tel:

Email: zjb at nju.edu.cn


Research Interests

  • AI for Science
  • MultiModal Learning

Short Biography

After receiving his PhD from the Nanjing University, Jiangsu, China, Jianbing Zhang worked at the Nanjing University till now. He is an Associate professor and Ph.D. Supervisor at the School of Artificial Intelligence, Nanjing University.


Awards

  • 2023 NLPCC23 Best Paper
  • 2020 南京大学新华报业奖教金
  • 2019 南京大学孙钟秀教育基金奖教金
  • 2019 南京大学“本科实践教学优秀指导教师”
  • 2018 南京大学国家双创示范基地人工智能科创实验室(南京市科创实验室) 执行主任
  • 2018 第四届“互联网+”创新创业大赛 全国总决赛银奖 指导教师
  • 2017 第三届“互联网+”创新创业大赛 全国总决赛铜奖 指导教师
  • 2016 第二届“互联网+”创新创业大赛 全国总决赛银奖 指导教师
  • 2016 第五届江苏省大学生机器人大赛 单项冠军、亚军 指导教师
  • 2016 南京大学国家双创示范基地智能机器人实验室 执行主任
  • 2010.5 南京大学“五四奖章”
  • 2007.4 "baidu"杯华中区ACM-ICPC程序设计邀请赛 一等奖第一名 指导教师
  • 2006.11 第五届“挑战杯”飞利浦中国大学生创业计划大赛 全国金奖 主要队员
  • 2006.10 “金鹰杯”江苏高校软件设计大赛一等奖 指导教师
  • 2005.10 ACM-ICPC北京赛区 银奖 指导教师

Projects

  • 科技部,科技创新2030-“新一代人工智能”重大项目子课题,跨尺度化学大模型驱动的高效快速新材料智能设计,2023/03-2026/02,在研,主持
  • 国家自然科学基金面上项目,预训练模型中多模态融合问题研究,2022/1-2025/12,在研,主持
  • 科技部,科技创新2030-“新一代人工智能”重大项目,高级强化学习理论研究,2020/11-2023/10,在研,主要参与人

Selected Publications

  • Lingxing Kong, Zheng Ma, Jianbing Zhang, Liang He, Jiajun Chen. Emored: a dataset for relation extraction in texts with emoticons. Accepted by ICASSP'2024
  • Lingxing Kong, Jiuliang Wang, Zheng Ma, Qifeng Zhou, Jianbing Zhang, Liang He, Jiajun Chen. A Hierarchical Network for Multimodal Document-Level Relation Extraction. Accepted by AAAI'2024
  • Kanzhi Cheng, Wenpi Song, Zheng Ma, Wenhao Zhu, Zixuan Zhu, Jianbing Zhang. Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model. The 31th ACM International Conference on Multimedia (ACMMM'2023), Ottawa, Canada, 2023
  • Zheng Ma, Mianzhi Pan, Wenhan Wu, Kanzhi Cheng, Jianbing Zhang, Shujian Huang, and Jiajun Chen. Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models. The 31th ACM International Conference on Multimedia (ACMMM'2023), Ottawa, Canada, 2023
  • Zheng Ma, Changxin Wang, Bo Huang, Zixuan Zhu, and Jianbing Zhang. Bounding and Filling: A Fast and Flexible Framework for Image Captioning. The 12th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC'2023), Foshan, China, 2023
  • Liang He, Hongke Wang, Yongchang Cao, Zhen Wu, Jianbing Zhang, Xinyu Dai. MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation. The 31th ACM International Conference on Multimedia (ACMMM'2023), Ottawa, Canada, 2023
  • Shangyu Xing, Fei Zhao, Zhen Wu, Chunhui li, Jianbing Zhang and Xinyu Dai. DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking. The 31th ACM International Conference on Multimedia (ACMMM'2023), Ottawa, Canada, 2023
  • Robert Ridley, Zhen Wu, Jianbing Zhang, Shujian Huang, Xinyu Dai. Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain. The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore, 2023
  • Fei Zhao, Chunhui li, Zhen Wu, Yawen Ouyang, Jianbing Zhang, Xinyu Dai. M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis. The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore, 2023
  • Yawen Ouyang, Yongchang Cao, Yuan Gao, Zhen Wu, Jianbing Zhang and Xinyu Dai. On Prefix-tuning for Lightweight Out-of-distribution Detection. The 61st Annual Meeting of the Association for Computational Linguistics (ACL'2023), Toronto, Canada, 2023
  • Sen Yang, Shujian Huang, Wei Zou, Jianbing Zhang, Xinyu Dai and Jiajun Chen. Local Interpretation of Transformer Based on Linear Decomposition. The 61st Annual Meeting of the Association for Computational Linguistics (ACL'2023), Toronto, Canada, 2023
  • Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen. Probing Cross-modal Semantics Alignment Capability from the Textual Perspective. The 2022 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP'2022), Abu Dhabi, 2022
  • Kanzhi Cheng, Zheng Ma, Shi Zong, Jianbing Zhang, Xinyu Dai, Jiajun Chen. ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora. The 11th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC'2022), Guilin, China, 2022
  • Peng Wu, Shujian Huang, Rongxiang Weng, Zaixiang Zheng, Jianbing Zhang, Xiaohui Yan and Jiajun Chen. Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering. The 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, Aug 2019
  • Meng Liu,Xuyun Zhang,Chi Yang,Qiang He,Jian-Bing Zhang, Curve fitting based efficient parameter selection for robust provable data possession. Journal of Parallel and Distributed Computing.Volume 120, October 2018, Pages 62-76
  • Hong-Jian Xue, Xin-Yu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen. Deep Matrix Factorization Models for Recommender Systems. In: Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), Melbourne,
  • Jianbing Zhang, Yixin Sun, Shu-Jian Huang, Cam-Tu Nguyen, Xiaoliang Wang, Xin-Yu Dai, Jiajun Chen, and Yang Yu. AGRA: An analysis-generation-ranking framework for automatic abbreviation from paper titles. In: Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), Melbourne, Australia, 2017
  • Jian-Bing Zhang, Yi-Xin Sun, De-Chuan Zhan. Multiple-Instance Learning for Text Categorization Based on Semantic Representation. Big Data and Information Analytics, Volume 2, Number 1, January 2017 pp. 69-75
  • Jianbing ZHANG, Peng WU, Yingjie ZHANG, Shujian HUANG, Xinyu DAI, Jiajun CHEN. Integrating Heterogeneous Thesauruses for Chinese Synonyms. Frontiers of Computer Science.
  • Xin-Yu Dai, Jian-Bing Zhang, Shu-Jian Huang, Jia-Jun Chen, and Zhi-Hua Zhou. Structured sparsity with group-graph regularization. In: Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15), Austin, TX, 2015.

Course

  • Introduction to AI Industry, 2023-2024 spring, For undergraduate students

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