余建兴,中山大学人工智能学院副教授,博士生导师
个人简介
余建兴,博士,中山大学副教授。广东省杰出青年项目获得者,CCF 杰出会员。主要方向为自然语言处理领域的对话问答、知识图谱、机器推理和情感分析等。
在科研项目方面,主持和参与各类国家级省市级项目15项,包括主持国家自然科学基金面上,青年基金,广东省重点研发,省杰青、腾讯犀牛鸟等项目。主持的项目经费总额达600多万。提出了以语言理解为核心的认知计算理论和技术,相关成果发表在人工智能的顶级会议和期刊上(如CCF A类)发表了40来篇高水平论文,曾获得广东省计算机学会的优秀论文一等奖、国际会议ADMA的最佳学生论文等奖项。在成果的产业化应用中,已获得40件国际PCT和中国授权专利,其中20件为第一发明人,对应的技术应用到腾讯、美的、金山等产品和服务中,产生可观的经济价值;获珠海市产业发展与创新人才奖,广东省计算机学会科学技术奖自然科学奖以及科技进步奖、青年科技奖等,入选珠海市青年优秀人才。受邀在CNCC、CCKS多个国际国内知名学术论坛做专题报告。在教学方面,致力于计算教育学的研究和实践,获得2021年校级教学成果一等奖;所指导的学生曾获得多个奖项,包括美国数学建模大赛一等奖、广东省计算机作品大赛一等奖等。
研究领域
主要从事自然语言处理技术及理论的研究。紧扣语义知识的理解和应用主题,研究机器问答、对话交互、知识图谱、和关联推理等方向。包括从大量非结构化数据中发现知识并构建知识体系,基于知识引导来对文本进行关联推理,融合常识来生成高阶认知的问答内容等。
【硕士/博士招生通告】: 有意保送或报考中山大学硕士生和博士生的同学,欢迎与本人联系,来信请附上个人简历和本科阶段成绩单以供参考。
【特聘研究员/副研究员/博士后招聘通告】: 欢迎有意向来中山大学工作,从事自然语言处理研究的博士毕业生申请,请直接与本人联系,来信请附上个人简历和代表作以供参考。【学院正式招聘通知,注明加入广东省大数据分析与处理重点实验室团队,本启事长期有效!】
电子邮箱
yujx26@mail.sysu.edu.cn
教育经历
- 新加坡国立大学,保送、硕博连读,计算机科学与技术,博士(Ph.D.),导师:Prof. Chua Tat-seng
由于工作扎实,3年半提前毕业 - 中国人民大学,本科,计算机科学与技术,学士(B.E.)
工作经历
- 中山大学人工智能学院 副教授
- 中山大学计算机学院 特聘副研究员
- 国内知名互联网企业(腾讯等) 高级架构师
- 新加坡科技研究局-百度研究院 研究员
学术论著
- Yufeng Zhang; Jianxing Yu*(通讯); Yanghui Rao; Libin Zheng; Qinliang Su; Huaijie Zhu; Jian Yin. Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning, In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL), 2024【CCF A类会议论文】
- Jianxing Yu*(通讯); Shiqi Wang; Han Yin; Zhenlong Sun; Ruobing Xie; Bo Zhang; Yanghui Rao. Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference, In Proceedings of the Conference on Empirical Methods in Natural Language Processing, (EMNLP 2024), Miami, Florida, USA, 2024/11/12. 【CCF B类会议论文】
- Zetong Li; Qinliang Su; Shijing Si; Jianxing Yu. Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training, In Proceedings of the Conference on Empirical Methods in Natural Language Processing, (EMNLP 2024), Miami, Florida, USA, 2024/11/12. 【CCF B类会议论文】
- Chong Chen; Jianzhong Su; Jiachi Chen; Yanlin Wang; Tingting Bi; Jianxing Yu; Yanli Wang; Xingwei Lin; Ting Chen; Zibin Zheng. When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?, In Journal of ACM Transactions on Software Engineering and Methodology (TOSEM) , DOI: 10.1145/3702973, 2024/10/11. 【CCF A类期刊论文】
- Jianxing Yu*(通讯); Shiqi Wang, Han Yin, Qi Chen, Wei Liu, Yanghui Rao; Qinliang Su. Diversified Generation of Commonsense Reasoning Questions, In Journal of Expert Systems With Applications (ESWA), 2024. DOI: 10.1016/j.eswa.2024.125776, 2024.11.20, 263(1): 125776. 【中科院一区期刊论文】
- Jianxing Yu; Shiqi Wang; Hanjiang Lai; Wenqing Chen; Yanghui Rao; Qinliang Su; Jian Yin*. Generating Commonsense Reasoning Questions with Controllable Complexity through Multi-step Structural Composition, In Proceedings of the 31st International Conference on Computational Linguistics, (COLING 2025), Adu Dhabi, UAE, 2025/01/19. 【CCF B类会议论文】
- Ziqi Qiu; Jianxing Yu*(通讯); Yufeng Zhang; Hanjiang Lai; Yanghui Rao; Qinliang Su; Jian Yin. Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning, In Proceedings of the 31st International Conference on Computational Linguistics, (COLING 2025), Adu Dhabi, UAE, 2025/01/19. 【CCF B类会议论文】
- Zetong Li; Qinliang Su; Shijing Si; Jianxing Yu. Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training, In Proceedings of the Conference on Empirical Methods in Natural Language Processing, (EMNLP 2024), Miami, Florida, USA, 2024/11/12 – 2024/11/1. 【CCF B类会议论文】
- Jiaxing Yan; Yuyin Lu; He-gang Chen; Jianxing Yu; Yanghui Rao. Lifelong Hierarchical Topic Modeling via Nonparametric Word Embedding Clustering, In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECLM), 2024【CCF B类会议论文】
- Wei Liu; Huaijie Zhu; Jianxing Yu; Libin Zheng; Jian Yin; Ruishi Liang; Xin Liu; Junyang Chen. VAE*: A Novel Variational Autoencoder via Revisiting Positive and Negative Samples for Top-N Recommendation, In Journal of IEEE Transactions on Computational Social Systems (TCSS), DOI: 10.1109/TCSS.2024.3439777, 2024. 【中科院二区期刊论文】
- Wei Liu; Lianghao Yu; Shangsong Liang; Huaijie Zhu; Jianxing Yu; Yubao Liu; Jian Yin. Adaptive Density Estimation for Personalized Recommendations Across Varied User Activity Levels, In Journal of ACM Transactions on Knowledge Discovery from Data (TKDD), 2024. 【中科院二区期刊】
- Wei Liu; Shangsong Liang; Huaijie Zhu; Leong Hou U; Jianxing Yu; Xiang Li; Jian Yin*. Variational Kernel Density Estimation Recommendation Algorithm for Users with Different Activity Level, In Proceedings of the 29th International Conference on Database Systems for Advanced Applications (DASFAA 2024), GiFu, Japan, /07/02. 【CCF B类会议】
- Haowei Jiang; Jianxing Yu*(通讯); Libin Zheng; Huaijie Zhu; Wei Liu; Jian Yin. Accelerating Training of Large Neural Models by Gradient-based Growth Learning, In Proceedings of the 29th International Conference on Database Systems for Advanced Applications (DASFAA 2024), GiFu, Japan, 2024/07/02. 【CCF B类会议】
- Xiaojun Quan; Siyue Wu; Junqing Chen; Weizhou Shen, Jianxing Yu*(通讯). Multi-Party Conversation Modeling for Emotion Recognition, In Journal of IEEE Transactions on Affective Computing (IEEE TAC), 2024/07/01, 2024【CCF B类期刊论文】
- Jianxing Yu; Shiqi Wang; Libin Zheng; Qinliang Su; Wei Liu; Baoquan Zhao; Jian Yin. Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference, In Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL), 2023【CCF A类会议论文】
- Yufeng Zhang; Mengxiang Wang; Jianxing Yu*(通讯). Answering Subjective Induction Questions on Products by Summarizing Multi-sources Multi-viewpoints Knowledge, In Proceedings of the 23rd IEEE International Conference on Data Mining (ICDM 2023). 【CCF B类会议论文】
- Jianxing Yu; Qinliang Su, Xiaojun Quan; Jian Yin. Multi-hop Reasoning Question Generation and Its Application, In Journal of IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2021. DOI, 10.1109/TKDE.2021.3073227,【CCF A类期刊论文】
- Jianxing Yu; Shiqi Wang; Jian Yin. Adaptive Cross-lingual Question Generation with Minimal Resources, In The Computer Journal, 2021. DOI: 10.1093/comjnl/bxab106, Volume 64, Issue 7: 1056~1068,【CCF B类期刊论文】
- Bowen Tian; Qinliang Su; Jianxing Yu. Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks, In Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023, Virtually online. 【CCF A类会议论文】
- Zexuan Qiu; Qinliang Su; Jianxing Yu; Shijing Si. Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization, In Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP 2022. 【CCF B类会议论文】
- Libin Zheng; Peng Cheng; Lei Chen; Jianxing Yu; Xuemin Lin; Jian Yin. Crowdsourced Fact Validation for Knowledge Bases, In Proceedings of the International Conference on Data Engineering, ICDE 2022. 【CCF A类会议论文】
- Zijing Ou; Qinliang Su; Jianxing Yu; Ruihui Zhao; Yefeng Zheng; Bang Liu. Refining BERT Embeddings for Document Hashing via Mutual Information Maximization, In Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, 【CCF B类会议论文】
- Zexuan Qiu; Qinliang Su; Zijing Ou; Jianxing Yu; Changyou Chen. Unsupervised Hashing with Contrastive Information Bottleneck, In Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021.【CCF A类会议论文】
- Zijing Ou; Qinliang Su; Jianxing Yu; Bang Liu; Jingwen Wang; Ruihui Zhao; Changyou Chen; Yefeng Zheng. Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval, In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics, ACL 2021.【CCF A类会议论文】
- YunHao Li; Yunyi Yang; Xiaojun Quan; Jianxing Yu. Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory, In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics, ACL 2021,【CCF A类会议论文】
- Feifan Yang; Xiaojun Quan; Yunyi Yang; Jianxing Yu. Multi-Document Transformer for Personality Detection, In Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI 2021,【CCF A类会议论文】
- Zenan Xu; Zijing Ou; Qinliang Su; Jianxing Yu; Xiaojun Quan; ZhenKun Lin. Embedding Dynamic Attributed Networks by Modeling the Evolution Processes, In Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, pp. 6809~6819,【CCF B类会议论文】
- Jianxing Yu; Wei Liu; Shuang Qiu; Qinliang Su; Kai Wang, Xiaojun Quan; Jian Yin. Low-Resource Generation of Multi-hop Reasoning Questions, In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, pp. 6729~6739,【CCF A类会议论文】
- Kai Wang; Junfeng Tian; Rui Wang; Xiaojun Quan; Jianxing Yu. Multi-Domain Dialogue Acts and Response Co-Generation, In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020,【CCF A类会议论文】
- Jianxing Yu; Xiaojun Quan; Qinliang Su; Jian Yin. Generating Multi-hop Reasoning Questions to Improve Machine Reading Comprehension. In Proceedings of the 29th International World Wide Web Conference, WWW 2020,【CCF A类会议论文】
- Jianxing Yu; Zheng-Jun Zha; Jian Yin. Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text, In Proceedings of the 57th Annual Meeting of Association for Computational Linguistics, ACL 2019,【CCF A类会议论文】
- Zheng-Jun Zha; Jianxing Yu; Jinhui Tang; Meng Wang; Tat-Seng Chua. Product Aspect Ranking and Its Applications, In Journal of IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2014.05.13, 26(5): 1211~1244,【CCF A类期刊论文】
- Jianxing Yu; Zheng-Jun Zha; Tat-Seng Chua. Hierarchical Organization of Collaboratively Constructed Content, In Chapter for the book "The People's Web Meets NLP: Collaboratively Constructed Language Resources", Springer, 2013,学术专著
- Jianxing Yu; Zheng-Jun Zha; Tat-Seng Chua. Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews, In Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP 2012,【CCF B类会议论文】
- Jianxing Yu; Zheng-Jun Zha; Meng Wang; Kai Wang; Tat-Seng Chua. Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews, In Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP 2011,【CCF B类会议论文】
- Jianxing Yu; Zheng-Jun Zha; Meng Wang; Tat-Seng Chua. Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews, In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, ACL 2011,【CCF A类会议论文】
- Jianxing Yu; Zheng-Jun Zha; Meng Wang; Tat-Seng Chua. Hierarchical Organization of Unstructured Consumer Reviews, In Proceedings of the 20th International World Wide Web Conference, WWW 2011,【CCF A类会议论文】
授权专利
- 李翔; 李梦婷; 印鉴; 刘威; 余建兴. 授权号:CN111738059B;中国发明专利;授权时间:2024/03/29
- 余建兴; 余敏雄; 余赢超; 王焜; 冯毅. 授权号:CN111368535B;中国发明专利;授权时间:2024/01/16
- 余建兴; 王世祺; 印鉴. 授权号:CN112800920B;中国发明专利;授权时间:2024/01/05
- 余建兴; 吴鹏; 黄飚. 授权号:CN109783732B;中国发明专利;授权时间:2023/07/04
- 李梦婷; 李翔; 印鉴; 刘威; 余建兴. 授权号:CN111753641B;中国发明专利;授权时间:2023/07/18
- 刘威; 何枷瑜; 王海明; 朱怀杰; 余建兴; 印鉴; 邱爽. 授权号:CN111754019B;中国发明专利;授权时间:2023/11/07
- 印鉴; 李学思; 刘威; 余建兴; 朱怀杰; 邱爽. 授权号:CN110968794B;中国发明专利;授权时间:2023/12/12
- 余建兴,吴鹏; 黄飚. 授权号:CN109925718B;中国发明专利;授权时间:2023/04/28
- 余建兴,李政龙. 授权号:CN109815745B;中国发明专利;授权时间:2023/02/17
- 印鉴,肖想,邱爽,刘威,余建兴. 授权号:CN112395512B;中国发明专利;授权时间:2022/09/16
- 王世祺,余建兴,印鉴. 授权号:CN110889003B;中国发明专利;授权时间:2022/05/03
- 余建兴. 授权号:CN107943941B;中国发明专利;授权时间:2021/12/03
- 余建兴. 授权号:CN108090800B;中国发明专利;授权时间:2021/12/03
- 余建兴. 授权号:CN105225135B,中国发明专利;授权时间:2021/5/18
- 曹木水; 冯寿帅; 余建兴. 授权号:CN107862551B,中国发明专利;授权时间:2021/5/11
- 余建兴. 授权号:CN107609147B,中国发明专利;授权时间:2021/03/30
- 余建兴. 授权号:CN107222328B,中国发明专利;授权时间:2020/8/28
- 余建兴; 易玲玲; 贺鹏; 陈川. 授权号:CN105022754B,中国发明专利;授权时间:2020/3/31
- 余建兴. 授权号:CN105302911B,中国发明专利;授权时间:2018/12/21
- 余建兴. 授权号:CN105491444B,中国发明专利;授权时间:2018/11/6
- 余建兴; 高瀚; 司徒志远; 黄华伟; 高岩; 贺鹏; 陈川. 授权号:CN104615608B,中国发明专利;授权时间:2018/5/15
- 余建兴. 授权号:CN104636470B,中国发明专利;授权时间:2018/3/13
- 余建兴; 易玲玲; 贺鹏; 陈川. 授权号:CN106021325B,中国发明专利;授权时间:2017/12/1
- 余建兴; 易玲玲; 贺鹏; 陈川. 授权号:CN104615616B,中国发明专利;授权时间:2017/3/22
- Jianxing Yu; Lingling Yi; Peng He; Chuan Chen. 授权号:PCT/CN2015/077641,国际WIPO发明专利;授权时间:2018/1/23
- Zhiyuan Situ; Jianxing Yu; Lingling Yi; Peng He; Tao Wen. 授权号:PCT/CN2015/077083,国际WIPO发明专利;授权时间:2017/5/30
授权软著
- 余建兴; 沈知雨; 侯一鸣; 艾陶; 刘思榆; 陈诗瑜; 印鉴. 软著号:2023SR0675705,登记时间2023/3/2
- 余建兴; 张轩铭; 沈知雨; 艾陶; 侯一鸣; 印鉴. 软著号:2023SR1365778,登记时间2023/5/2
- 余建兴; 李帆; 陈祺; 朱怀杰; 刘威; 印鉴. 软著号:2024SR0785074,登记时间2024/6/11
- 余建兴; 江浩维; 王世祺; 张宇锋; 邱子祺; 刘威; 印鉴. 软著号:2024SR1145411,登记时间2024/8/8
- 余建兴; 江浩维; 陈祺; 郑立彬; 张宇锋; 刘威; 印鉴. 软著号:2024SR1145409,登记时间2024/8/8
科研项目
- 2023年 – 2026年,国家自然科学基金面上项目,经费53万,主持人,进行中
- 2024年 – 2027年,广东省自然科学基金杰出青年项目,经费100万,主持人,进行中
- 2024年 – 2025年,CCF-腾讯犀牛鸟基金项目,经费15万,主持人,进行中
- 2023年 – 2024年,腾讯微信犀牛鸟专项研究计划,经费30万,主持人,进行中
- 2020年 – 2022年,国家自然科学基金青年科学基金,经费24万,主持人,进行中
- 2021年 – 2023年,人工智能与数字经济广东省实验室(广州)优秀青年项目,经费80万,主持人,进行中
- 2022年 – 2024年,珠海市产学研合作项目,经费15万,合作单位主持人,进行中
- 2021年 – 2023年,珠海市产学研合作项目,经费30万,合作单位主持人,进行中
- 2020年 – 2023年,广东省基础与应用基础研究区域联合基金项目,经费300万,核心参与者,进行中
- 2021年 – 2024年,国家自然科学基金-广东联合基金,经费274万,核心参与者,进行中
- 2024年 – 2024年,广东省国土资源技术中心开放基金,经费5万,主持人,已结题
- 2021年 – 2023年,广州市基础研究计划基础与应用基础研究项目,经费5万,主持人,已结题
- 2019年 – 2021年,广东省重点领域研发计划项目,经费200万,合作单位负责人,已结题
- 2019年 – 2021年,广东省重点领域研发计划项目,经费250万,核心参与者,已结题
- 2018年 – 2021年,国家自然科学基金联合基金项目,经费260万,核心参与者,已结题
- 2019年 – 2021年,中央高校青年教师培育项目,经费15万,主持人,已结题
教学成果
- 2021年中山大学教学成果一等奖,数据驱动的计算教育学研究与实践,核心参与者
- 2021年中山大学本科教学质量工程类项目,数据驱动的智能督学系统,实施牵头人
- 印鉴; 朱怀杰; 余建兴; 邱爽. 大数据治理的全景式框架, 大数据杂志, 2020, Vol. 6, Issue (2),pp: 19~26,教研论文
- 陈忆群; 罗英辉; 余建兴; 马剑锋; 汤勇. 计算机课程改革探讨, 现代计算机杂志, 2021, Feb, Vol. 1, Issue (1),pp: 107~110,教研论文
- 李晶晶; 汤娜; 余建兴. 基于实践的人工智能程序设计课程教育模式探索, 计算机教育(CCF推荐高质量科技期刊), 2022, Feb, Vol. 1, Issue (1),pp: 86~92,教研论文
指导学生成果
- Miaopei Lin(学生); Jianxing Yu*(通信); Jian Yin. Multivariate Prediction of Retail Sales by Multi-task Time Series Learning, In Proceedings of the International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID 2021), DOI: 10.1117/12.2631330, 2021/05/18 – 2021/05/20. 【EI会议】
- Guangya Liu(学生); Shiqi Wang; Jianxing Yu*(通信); Jian Yin. A Survey on Multimodal Dialogue Systems: Recent Advances and New Frontiers, In Proceedings of the 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE 2022), DOI: 10.1109/AEMCSE55572.2022.00170, 2022/04/22 – 2022/04/24. 【EI会议】
- Guangya Liu (学生),Xiao Dong; Meng-xiang Wang;Jianxing Yu*(通信); Mengjiao Gan; Wei Liu; Jian Yin. Multi-modal Multi-emotion Emotional Support Conversation, In Proceedings of the 19th International Conference on Advanced Data Mining and Applications (ADMA 2023), Shenyang, China, 2023/08/21 - 2023/8/23, pp. 293~308. 【CCF C类会议】
- Mengjiao Gan (学生);Jianxing Yu*(通信); Xiao Dong; Shuang Qiu; Wei Liu; Jian Yin. Generating Enlightened Suggestions based on Mental State Evolution for Emotional Support Conversation, In Proceedings of the 19th International Conference on Advanced Data Mining and Applications (ADMA 2023), Shenyang, China, 2023/08/21 - 2023/8/23, pp. 324~338. 【CCF C类会议】
- Qiutong Guo (学生); Jianxing Yu*(通信); Yufeng Zhang; Haowei Jiang; Wei Liu; Jian Yin. Discovery of Implicit Emotion Causes in Products based on Commonsense Reasoning, In Proceedings of the 19th International Conference on Advanced Data Mining and Applications (ADMA 2023), Shenyang, China, 2023/08/21 - 2023/8/23, pp. 277~292. 【CCF C类会议】【Best Student Paper最佳学生论文】
- Miaopei Lin (学生); Meng-xiang Wang; Jianxing Yu*(通信); Shiqi Wang; Hanjiang Lai; Wei Liu; Jian Yin. Spatial Commonsense Reasoning for Machine Reading Comprehension, In Proceedings of the 19th International Conference on Advanced Data Mining and Applications (ADMA 2023), Shenyang, China, 2023/08/21 - 2023/8/23, pp. 347~361. 【CCF C类会议】
- Shiqi Wang (学生); Jianxing Yu*(通信); Miaopei Lin; Shuang Qiu; Xiaofeng Luo; Jian Yin. A Knowledge-enhanced Inferential Network for Cross-modality Multi-hop VQA, In Proceedings of the 19th International Conference on Advanced Data Mining and Applications (ADMA 2023), Shenyang, China, 2023/08/21 - 2023/8/23, pp. 614~628. 【CCF C类会议】
- Xuanming Zhang (学生); Jianxing Yu*(通信); Miaopei Lin; Shiqi Wang; Wei Liu; Jian Yin. Community Detection in Temporal Biological Metabolic Networks based on Semi-NMF Method with Node Similarity Fusion, In Proceedings of the 19th International Conference on Advanced Data Mining and Applications (ADMA 2023), Shenyang, China, 2023/08/21 - 2023/8/23, pp. 418~432. 【CCF C类会议】
- Wenxin Huang (学生); Xiao Dong; Meng-Xiang Wang; Guangya Liu; Jianxing Yu*(通信); Huaijie Zhu; Jian Yin. CSEC: A Chinese Semantic Error Correction Dataset for Written Correction, In Proceedings of the International Conference on Neural Information Processing (ICONIP 2023), Changsha, China, 2023/11/20 - 2023/11/23, pp. 383~398. 【CCF C类会议】
- Miaopei Lin (学生); Jianxing Yu*(通信); Shiqi Wang; Hanjiang Lai; Wei Liu; Jian Yin. Answering Spatial Commonsense Questions by Learning Domain-Invariant Generalization Knowledge, In Proceedings of the 7th APWeb-WAIM International Joint Conference on Web and Big Data (APWeb-WAIM 2023), Wuhan, China, 2023/10/06 - 2023/10/8. 【CCF C类会议】
- Han Yin (学生); Jianxing Yu*(通信); Miaopei Lin; Shiqi Wang. Answering Spatial Commonsense Questions based on Chain-of-Thought Reasoning with Adaptive Complexity, In Proceedings of the 8th APWeb-WAIM International Joint Conference on Web and Big Data (APWeb-WAIM 2024), Jinhua, China, 2024/08/30 - 2024/09/01, pp. 186~200. 【CCF C类会议】
- Hehai Lin (学生); Wei Liu; Mengting Li; Kangyu Yuan; Zhao Liu; Huaijie Zhu; Jianxing Yu; Jian Yin. SAFE : A Spatial-aware Framework for Arable Land Quality Evaluation, In Proceedings of the International Conference on Neural Information Processing (ICONIP 2024), Changsha, China, 2024/12/02 - 2024/12/04. 【CCF C类会议】
- Zhao Liu (学生); Wei Liu, Huaijie Zhu; Jianxing Yu; Jian Yin. Next POI Recommendation Based on Time Slot Preferences and Bidirectional Transformation Modeling, In Proceedings of 25th International Conference of Web Information Systems Engineering (WISE), 2024/12/02 – 2024/12/05, Qatar, Doha, pp. 48~59. 【CCF C类会议】
- 2023年海峡两岸暨港澳地区大学生计算机创新作品赛总决赛,二等奖,获奖作品: 基于知识引导的考题生成系统
- 第19届高级数据挖掘和应用国际会议(ADMA 2023),最佳学生论文奖
- 2023年广东省大学生计算机创新作品赛海峡两岸暨港澳地区大学生计算机创新作品赛广东省赛,一等奖
- 2023年美国大学生数学建模竞赛(MCM/ICM),一等奖
- 2023年美国大学生数学建模竞赛(MCM/ICM),二等奖
- 2023年中国研究生创新实践系列大赛"中国光谷·华为杯"第十九届中国研究生数学建模竞赛,三等奖
获奖情况
- 2017年珠海市青年优秀人才
- 2018年珠海市产业发展与创新人才奖
- 2019年广东省计算机学会优秀论文一等奖
- 2020年广东省计算机学会优秀论文一等奖
- 2021年广东省计算机学会优秀论文一等奖
- 2021年广东省计算机学会科学技术奖自然科学奖二等奖
- 2022年广东省计算机学会科学技术奖技术进步奖二等奖
- 2023年广东省计算机学会青年科技奖
学术兼职(学术服务)
- 中国计算机学会自然语言处理专委会委员
- 中国计算机学会数据库专委会委员
- 广东省计算机学会数据库专委会委员
- 珠海计算机学会副理事长