Brief Biography
Zhen Jia is now a Lecturer/Assistant Professor at the School of Computing and Artificial Intelligence, Southwest Jiaotong University (SWJTU). She serves as the Director of the Cloud Computing and Intelligent Technology Laboratory Platform. She was a visiting scholar at the QA group of D5 department, Max-Planck Institute for Informatics (MPII).
In recent years, she has been the main researcher of the projects supported by the National Natural Science Foundation of China, the Sichuan Science and Technology Program, and several international collaboration projects. She has published more than 60 papers in international and domestic academic journals and conferences, and has obtained 2 invention patents and 5 computer software copyrights. She is the deputy president of the Natural Language Processing Committee and a member of the Big Data Committee of the Sichuan Computer Society. She won the third prize in the Tibet Autonomous Region Science and Technology Award in 2018.
News
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July 25th, 2025
Attended the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025) in Vienna, Austria for academic exchange.
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March 11th, 2025
Attended CPD training at the School of Computer Science, University of Leeds, UK
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July 8th, 2024
My student Minjie Hu's project "Drug Target Binding Affinity Prediction based on Pre-training and Bilateral Attention" (ID: Yb106132024843) was awarded as the "Outstanding Graduation Thesis" of the university! His work was co-supervised by me and Prof. Kuo Yang from Beijing Jiaotong University.
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May 13th, 2024
Attended the 2024 ACM Web Conference (WWW 2024) in Singapore, presenting the FAITH paper poster and giving a TIQ paper presentation.
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March 5th, 2024
Our paper "TIQ: A Benchmark for Temporal Question Answering with Implicit Time Constraints" is accepted by TempWeb@WWW 2024!
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January 23th, 2024
Our paper "Faithful Temporal Question Answering over Heterogeneous Sources" is accepted by WWW 2024!
Education / 毕业院校
Southwest Jiaotong University / 西南交通大学
Information Security / 信息安全
Southwest Jiaotong University / 西南交通大学
Computer Science and Technology / 计算机科学与技术
Tianjin University of Commerce / 天津商业大学
Management Information System / 管理信息系统
Experience / 工作经历
Lecturer / 讲师
School of Computing and Artificial Intelligence, Southwest Jiaotong University
西南交通大学计算机与人工智能学院
• 2023.07 – 2023.08: Visiting Scholar at Max-Planck Institute for Informatics, Germany
Lecturer / 讲师
School of Information Science and Technology, Southwest Jiaotong University
西南交通大学信息科学与技术学院
• 2020.03: Visiting Scholar at FernUniversität in Hagen, Germany
• 2016.08 – 2017.08: Visiting Scholar at Max-Planck Institute for Informatics, Germany
• 2006.09 – 2014.11: Part-time Ph.D. study in Information Security at SWJTU
Long-term research collaboration with Max-Planck Institute for Informatics, Germany (2016-present)
Teaching Assistant / 助教
School of Information Science and Technology, Southwest Jiaotong University
西南交通大学信息科学与技术学院
Research Interests / 研究兴趣
- General interests: Natural language processing, Question answering, Information extraction, and Knowledge graph
- Current focus: Complex question answering and information retrieval in vertical domain to achieve domain-oriented chatbot system
- Ph.D. topic: Research on Ontology Learning and Knowledge Acquisition from Chinese Online Encyclopedia
Selected Publications / 代表性论文
Faithful Temporal Question Answering over Heterogeneous Sources
Proceedings of the ACM Web Conference 2024 (WWW), 2024
TIQ: A Benchmark for Temporal Question Answering with Implicit Time Constraints
Companion Proceedings of the ACM Web Conference 2024 (WWW), 2024
Complex Temporal Question Answering on Knowledge Graphs
Proceedings of the 30th ACM international conference on information and knowledge management (CIKM), 2021
Tequila: Temporal Question Answering over Knowledge Bases
Proceedings of the 27th ACM international conference on information and knowledge management (CIKM), 2018
Tempquestions: A Benchmark for Temporal Question Answering
Companion Proceedings of the The Web Conference (WWW), 2018
Weakly Supervised Relation Extraction Based on Tri-training and Noise Filtering
Journal of Chinese Information Processing 30(4):142--149,158, 2016
Acquisition of Part-Whole Relations Based on Unsupervised Learning
Journal of Southwest Jiaotong University 49: 590--596, 2014
Relation Extraction from Chinese Online Encyclopedia Based on Weakly Supervised Learning
CAAI Transactions on Intelligent Systems 10: 377--383, 2015
Extracting Attribute from Chinese Online Encyclopedia Based on Weakly Supervised Learning
Journal of University of Electronic Science and Technology of China 43: 758--763, 2014
Acquisition of Class Attributes Based on Chinese Online Encyclopedia and Association Rule Mining
Proceedings of the 7th International Conference on Intelligent Systems & Knowledge Engineering (ISKE), 2014
Attribute and Attribute Value Extracted from Chinese Wiki Encyclopedia
Acta Scientiarum Naturalium Universitatis Pekinensis 50: 41--47, 2013
Research on Chinese Online Encyclopedia Open Category Hierarchy tree and Clustering Algorithms
Application Research of Computers 30: 1660--1663, 1674, 2013
Projects (within 3 years) / 项目(近三年)
- January 2023 – December 2026: Research on Urban Spatio-temporal Series Prediction with Joint Enhancement of Data Knowledge / 数据知识联合增强的城市时空序列预测研究, Project No.: 62276215, Role: Participant
- August 2025 – December 2029: Intelligent Identification Method for Obstructive Sleep Apnea Driven by Data and Knowledge Fusion / 数据与知识融合驱动的阻塞性睡眠呼吸暂停疾病智能辨识方法研究, Project No.: 62576295, Role: Participant
- January 2022 – December 2025: Research on Deep Collaborative Fusion and Cross-Domain Federated Learning Techniques for Urban Spatio-temporal Big Data / 面向城市时空大数据的深度协同融合与跨域联邦学习技术研究, Project No.: 62176221, Role: Participant
- January 2023 – December 2026: Research on Psychophysiological Semantic Representation and Intelligent Identification of Affective Disorders Fused with Clinical Big Data / 融合临床大数据的心理生理语义表征与情感障碍智能辨识方法研究, Project No.: 62272398, Role: Participant
- November 2024 – November 2027: Generative Computing Framework Construction and Large Model Migration for Domestic Intelligent Computing Clusters / 面向国产化智算集群的生成计算框架构建和大模型迁移, Project No.: 2024ZDZX0012, Role: Participant
- January 2024 – December 2024: Research and Application of Deep Fusion and Generative AI Key Technologies for Urban Big Data / 面向城市大数据的深度融合与生成式AI关键技术研究及应用, Project No.: 2024YFHZ0024, Role: Participant
- April 2024 – March 2026: Achievement Transformation and Industrial Application of Intelligent Traffic Spatio-temporal Big Data Analysis and Decision Making / 智能交通时空大数据分析与决策成果转化及产业化应用, Project No.: 2024ZHCG0166, Role: Participant
Patents / 专利
Granted Patents / 已授权专利
Pending Patents / 申请中专利
Software Copyrights / 软件著作权
Registration No.: 2021SR1784738, Date: 2021-09-01
Registration No.: 2021SR1782737, Date: 2021-09-01
Registration No.: 2018SR135100, Date: 2017-12-31
Registration No.: 2019SR0973615, Date: 2019-05-09
Registration No.: 2019SR0838838, Date: 2019-05-31
Registration No.: 2019SR0561288, Date: 2019-03-31
Registration No.: 2016SR139479, Date: 2015-06-30
Professional Activities / 专业活动
- Knowledge Graph Application, the 16th China Conference on Knowledge Graph and Semantic Computing (CCKS 2022)
- Short Research Papers Track at SIGIR 2026
- Short Research Papers Track at CIKM 2025
- Short Research Papers Track at CIKM 2024
- The Web Conference 2024 (WWW) 2024
- Association for the Advancement of Artificial Intelligence (AAAI) 2023, 2022, 2021
- Annual Meeting of the Association for Computational Linguistics (ACL) 2021
- International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2023
- International Conference on Empirical Methods in Natural Language Processing (EMNLP) 2020
- Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) 2019
- International Conference on Natural Language Processing and Information Retrieval (NLPIR) 2022, 2021, 2020, 2019
- WIREs Data Mining and Knowledge Discovery
- Chinese Journal of Computers
- Deutsche Forschungsgemeinschaft (DFG), German Research Foundation
Teaching / 教学
Courses / 课程
- Undergraduate: Natural Language Processing, Computer Network, Introduction to Programming
- Graduate: Natural Language Processing
Teaching Reform / 教学改革
- Construction of Sichuan Provincial High-Level Course "Fundamentals of Natural Language Processing" / 四川省高等学校高阶课程建设《自然语言处理基础》, 2025-2027
- SWJTU AI Course Construction Project for Graduate Students "Natural Language Processing" / 西南交通大学2025年首批研究生AI课程建设项目《自然语言处理》, 2025
- SWJTU Graduate Education and Teaching Reform Project "Exploration of New Teaching Models Based on AI Smart Courses" / 西南交通大学2025年研究生教育教学改革项目《基于AI智慧课程的新型教学模式探索》, 2025-2027
Students / 学生
Graduation Project / 毕业设计
- 2026: Wang Yifan, Tang Wei, Xiong Jiaqi (Leeds), Yi Fanyu (Leeds), Lu Yulin (Leeds), Nie Wenhao (Leeds), Ding Yixiao (Leeds) / 王一帆,唐玮,熊佳棋(利兹),易凡驭(利兹),陆昱霖(利兹),聂文浩(利兹),丁亦逍(利兹)
- 2025: Guo Fangjie, Deng Tiantian, Ouyang Yuyuan, Sun Yi, Huang Liang / 郭方杰,邓天天,欧阳钰源,孙毅,黄良
- 2024: Hu Minjie, Jiang Yuhang, He Zhiwen, Ji Guoye, Deng Yanming, Ren Yuhang / 胡敏杰, 姜宇航, 何志文, 姬国烨, 邓彦铭, 任宇航
- 2023: Lin Yu, Wang Yifan, Jing Haoyu; Guo Chengjie (Leeds), Zhang Jia (Leeds), Zhao Chenhao (Leeds), Liu Zhishan (Leeds) / 林雨,王一凡,荆浩宇;郭成杰(利兹),张嘉(利兹),赵晨皓(利兹),刘芷杉(利兹)
Class Mentor / 班级导师
- Class 3, Grade 2023, Computer Science (2023-2026) / 2023级计算机3班(2023-2026)
Academic Mentor / 学术导师
- Zhu Menghan, Lu Binghui (2023-2026) / 朱梦涵,路秉慧(2023-2026)
Study Mentor / 学业导师
- Li Jiacheng et al. (17 students), Leeds Computer Science Grade 2023 (2023-2026) / 利兹学院计算机2023级李家成等17人(2023-2026)
SRTP Projects / 大学生科研训练计划项目
- 2026: Hou Xinghong, Li Jiacheng, Yang Ziyi, Ding Xipeng, Hong Zhengyu, Research and Implementation of Conversational Temporal Question Answering System / 侯幸宏,李家成,杨梓艺,丁锡朋,洪政宇,对话式时序问答系统研究与实现,250511
- 2026: Luo Lele, Luo Zhaohua, Nie Wenhao, Research and Implementation of Drug Recommendation Method Based on Knowledge Graph and GraphRAG / 罗乐乐,罗昭华,聂文浩,基于知识图谱与GraphRag的药品推荐方法研究与实现,250531
- 2025: Ma Xixiang, Zhu Menghan, Lu Binghui, Zhou Xiabing, Jin Chenyang, Research and Implementation of Encyclopedia Knowledge Quality Evaluation Method / 马熙翔,朱梦含,路秉慧,周夏冰,金辰炀,百科知识质量评估方法研究与实现,240513
- 2024: Zhang Zixing, Liu Yile, Liu Mianyu, Jiang Rui, Zhao Jingyi, Research and Implementation of Temporal Complex Question Answering Technology Based on Multi-source Heterogeneous Data / 张子兴,刘以勒,刘绵昱,蒋蕊,赵婧怡,基于多源异构数据源的时间复杂问题问答技术的研究与实现,230507
- 2024: He Zhiwen, Ji Guoye, Deng Yanming, Ren Yuhang, Hu Jingsi, Research and Implementation of Temporal Complex Question Answering Technology Based on Graph Neural Network / 何志文,姬国烨,邓彦铭,任宇航,胡靖偲,基于图神经网络的时间复杂问题问答技术研究与实现,230515
- 2023: Fang Yuchen, Jiang Yuhang, Sheng Zijie, Du Shujian, Qiu Qingling, Research on Railway Travel Question Answering Technology Based on Knowledge Graph / 方雨晨,姜宇航,盛子杰,杜书渐,邱庆龄,面向知识图谱的铁路出行问答技术研究,220512
Leeds Qihang Projects / 利兹启航项目
- 2026: Zhang Wenbo, Wang Jiaxiang, Zheng Chengyi, Application of Recursive Question Understanding in Complex Question Answering / 张文博,王家祥,郑诚毅,递归式问题理解在复杂问答中的应用,QM106130094
- 2025: Jin Chenyang, Hou Xinghong, Huang Zihan, RAG-based Recursive Temporal Question Understanding and Answering Demonstration System / 金辰炀,侯幸宏,黄子涵,RAG-based Recursive Temporal Question Understanding and Answering Demonstration System,Q106130132
- 2024: Zhou Xiabing, Jin Chenyang, Research on Internet Encyclopedia Quality Evaluation / 周夏冰,金辰炀, Research on Internet Encyclopedia Quality Evaluation, Q106130080