Professional Title / Position：Associate Professor
Research Direction：Artificial Intelligence, Natural Language Processing, and Big Data
Team：Software Development Environment Team
Tel：020-81182511(504)
Email：sujd@scut.edu.cn
Biography：
CCF member, I graduated from South China University of Technology with a master's and doctoral degree. Published over 40 SCI, first-class journal, and EI papers, and obtained over 20 software copyrights and patents. I has won the second prize (ranked 6th) of the 2021 Guangdong Education and Teaching Achievement Award (Higher Education category). I have successively presided over projects such as the National Natural Science Foundation for Young Scholars, the Special Research Fund for Doctoral Disciplines in Higher Education Institutions, and the Basic Research Business Fund for Central Universities. I have participated in multiple projects including the National Natural Science Foundation for Young Scholars, the Key R&D Program of the Ministry of Science and Technology, the Key Field R&D Program of Guangdong Province, and the Applied Science and Technology R&D Special Fund of the Guangdong Provincial Department of Science and Technology. Has led over 30 commissioned projects for enterprises and institutions, as well as over 10 teaching reform projects. Has been awarded the titles of Excellent Teacher and Excellent Class Teacher multiple times.
Education：
1998-2002//Xiamen University/Bachelor of Engineering (Computer Software and Theory)
2002-2007//South China University of Technology/Doctor of Engineering (Computer Application Technology)
Work Experience：
2007-/South China University of Technology/Teacher
2019.01-2019.12/Cyberspace Administration of China Xizang Linzhi/Deputy Director
Course：
Software Engineering, Software Engineering Course Design, Enterprise Software Development Technology, Formal Semantics, etc
Academic part-time jobs:
Long term serving as a reviewer for journals such as Computer Science, Computer Application Research, Computer Engineering and Science, and Journal of Electronics and Information Technology.
Since 2017, Ihas served as a core member of the Guangdong Provincial Digital Government Reform and Construction Expert Committee, a cost evaluation expert of the Guangdong Provincial Department of Finance, a specially appointed expert of the Guangdong Digital Government Research Institute, a member and external consultant of the Academic Committee of the Key Laboratory of Digital Guangdong Company Guangdong Province Electronic Government Information Technology Application Innovation Enterprise, a member of the Technical Committee of the Guangdong Hong Kong Macao Greater Bay Area Natural Resource Data Collaborative Application Engineering Technology Innovation Center of the Ministry of Natural Resources, a member of the Expert Group for Digital Government Reform and Construction in cities such as Yangjiang, Jiangmen, Qingyuan, Zhaoqing, and Chaozhou, and a long-term specially appointed expert of the former Guangdong Provincial Information Center (2015-2018).
Projects：
1. Key Technology Research Project for Intelligent Traceability and Retrieval of Electronic Signature Big Data for Prosecution and Case Handling, Key Research and Development Plan of the Ministry of Science and Technology (National Level), 2022.10-2025.09, participant.
2. Intelligent recognition and understanding of Chinese ancient book document images for digital humanities, a key project of the National Natural Science Foundation of China (national level) in 2019, 2019.01-2021.12, participant.
3. Research on Smart Technology Service Platform and Key Technologies, a sub project of the Guangdong Provincial Department of Science and Technology's Applied Technology Research and Development Special Fund (provincial and ministerial level), 2017.01-2020.112, project leader.
4. Intelligent Learning and Visual Perception Computing, Guangdong Provincial Natural Science Foundation Research Team (provincial and ministerial level), 2017.01-2022.12, participant.
5. Key technology research and construction of open testing ground for intelligent unmanned ships, Guangdong Province Key Field Research and Development Plan Project (provincial and ministerial level), 2019.01-2021.12, participant.
6. Research and application demonstration of key technologies for intelligent perception and recognition of smart financial services, Guangdong Province Key Field Research and Development Plan Project (provincial and ministerial level), 2017.01-2020.12, participant.
7. Research on Comonads Theory and Its Application in Computer Science, National Natural Science Foundation of China Youth Science Foundation Project (National Level), 2012.01-2014.12, project leader.
8. Special Research on Attention Obligations and Necessary Measures of Network Service Providers Related to "Search Engines", Youshi Technology (China) Co., Ltd. (Horizontal), 2025.02-2026.02, project leader.
9. Digital Chaozhou Construction "15th Five Year Plan", Chaozhou Municipal Government Service and Data Management Bureau (Horizontal), 2025.02-2026.02, project leader.
10. Land acquisition cloud system technology consulting service, Guangzhou Zhengyun Technology Co., Ltd. (horizontal), 205.03-2026.02, project leader.
11. 2022 China Unicom Guangdong Full Customer Telephone Data Analysis System Research and Development Project, Guangdong Branch of China United Network Communications Co., Ltd. (Horizontal), 2022.01-2024.12, project leader.
12. 2022 China Unicom Guangdong System Pressure Testing and Performance Monitoring System Research and Development Project, Guangdong Branch of China United Network Communications Co., Ltd. (Horizontal), 2022.01-2024.12, project leader.
13. Integrated platform for intelligent chemical research and safety supervision, Guangdong Changying Technology Co., Ltd. (horizontal), 2020.01-2023.12, project leader.
14. Contract for Climate Disaster Warning Project, Guangzhou Climate Agriculture Technology Co., Ltd. (Horizontal), 2021.01-2023.12, project leader.
15. Operating system and database stability testing technical services, Electronic Fifth Research Institute of the Ministry of Industry and Information Technology (horizontal), 2018.10-2018.12, project leader.
Publications：
Xugang Zhou, JinDian Su*, and WeiZheng. Gu. DINEX: Interpretable NLP via Diversified Natural Language Explanations, the 27th European Conference on Artificial Intelligence, ECAI 2024: 2798-2805.
Jindian Su, Yunhao Xie. UCSC-CGEC: A Unified Approach for Chinese Spell Check and Grammatical Error Correction, International Joint Conference on Neural Networks (IJCNN 2024), 2024.
Keyue Chen, Jindian Su*, Zijian Pan, Xugang Zhou, Xiaobin Ye, and Dandan Ma. Robust Adaptive Feature Enhancement and Contrastive Clustering for New Intent Discovery, 2024 International Joint Conference on Neural Networks (IJCNN 2024),2024.
Jindian Su, Yueqi Mou, and Yunhao Xie. Enhancing Image Captioning with Transformer-Based Two-Pass Decoding Framework, 20th International Conference on Intelligent Computing (ICIC) , IEEE WCCI 2024, 2024, 14875:171-183.
Jindian Su, Shanshan Yu, Xiaobin Ye, and Dandan Ma. BERTKRS: A BERTBased Model for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots. D.-S. Huang et al. (Eds.): ICAI 2023, CCIS 2015, 2024, pp.310-321.
Shanshan Yu, Jindian Su, Xiaobin Ye, and Dandan Ma. Improving Natural Language Inference with Residual Attention. D.-S. Huang et al. (Eds.): ICAI 2023, CCIS 2015, 2024, pp.335-346.
Lin, Xiaobin, Su Jindian, Zhou, Xugang, Ye, Xiaobin, Ma, Dandan. ASKSpell: Adaptive Surface Knowledge Enhances Tokens’Semantic Representations for Chinese Spelling Check. International Conference on Natural Language Processing and Chinese Computing. Spring-Verlag, LNAI 14302, 2023, pp: 485-497.
Su Jindian, Hong Yu. Unified Named Entity Recognition as Multi-Label Sequence Generation, 2023 International Joint Conference on Neural Networks (IJCNN), 2023 International Joint Conference on Neural Networks (IJCNN), 2023, pp. 1-8.
Su Jindian, Lin, Xiaobin,Yunhao Xie, Cheng Zehua. CCCSpell: A Consistent and Contrastive Learning Approach with Character Similarity for Chinese Spelling Check, 2023 International Joint Conference on Neural Networks (IJCNN), 2023, pp. 1-8.
SU Jindian, YU Shanshan, HONG Xiaobin. A Self-Supervised Pre-Training Method for Chinese Spelling Correction[J]. Journal of South China University of Technology(Natural Science Edition), 2023, 51(9): 90-98.
ZHAO Yanbin, SU Jindian. Bidirectional Inference Model with Multiple Latent Variables Based on Variational Auto-encoders, Computer Science, 2023-10. 2023, 50(10):176-183.
SU Jindian, HONG Xiaobin, YU Shanshan. Semantic Textual Similarity Justification based on Multi-Model Ensemble[J]. Journal of South China University of Technology(Natural Science Edition), 2022, 50(4): 1-9.
Yun Chao, JinDian Su. An effective way to reduce network transmission in backup system, Proceedings - IEEE International Conference on Mobile Data Management（MDM 2022）, 2022: 125-127.
Zhandong Zhu, Jindian Su*, Xiaobin Hong*. Improving Relation Extraction Using Semantic Role and Multi-Task Learning. CCKS: China Conference on Knowledge Graph and Semantic Computing, Volume 1356 of the Communications in Computer and Information Science series, Springer-Verlag, 2020, pp.93-105.
Da Luo, Jindian Su and Shanshan Yu. A BERT-based Approach with Relation-aware Attention for Knowledge Base Question Answering, The IEEE World Congress on Computational Intelligence (IEEE WCCI), 2020, pp. 1-8.
Su Jindian,Ouyang Zhifan, and Yu Shanshan. Aspect-Level Sentiment Classification for Sentences Based on Dependency Treeand Distance Attention, Journal of Computer Research and Development, 2019, 56(8): 1731-1745.
LUO Da, SU Jin-dian Ll Peng-fei. Multi-view Attentional Approach to Single-faet Knowledge-based Question Answering. Computer Science, 2019, 46(10):215-221.
SU Jindian YU Shanshan LI Pengfei. A Sentence Sentiment Classification Method with POS and Attention[J]. Journal of South China University of Technology(Natural Science Edition), 2019, 47(6): 10-17,30.
Awards：
Second Prize of Guangdong Education and Teaching Achievement Award (Higher Education Category) in 2021, South China University of Technology (ranked 6th individually), 2021.
