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博士生导师

徐昊

姓名:徐昊

性别:

职称:教授

是否博导:

职务:教务处副处长

最高学历:研究生

最高学位:博士

电话:13578630009

Emailxuhao@jlu.edu.cn

所在学科专业:计算机科学与技术、软件工程、人工智能

研究方向人工智能、数字人文、人机交互、计算机教育

讲授课程人工智能基础、C语言程序设计

教育经历:

2008/112011/11 意大利Trento大学  计算机科学与信息工程系 博士

2005/092008/07 吉林大学  mgm美高梅79906|主頁(歡迎您)  硕士

2001/092005/07 吉林大学  mgm美高梅79906|主頁(歡迎您) 本科

科研项目(近五年承担的部分科研项目):

纵向项目:

1.教育部产学研创新基金:面向认知智能的融合式教学模式研究,2023-2025,负责人

2.吉林省科技发展计划项目:面向认知智能的智慧教育关键技术研究与应用,2023-2025,负责人

3.国家自然科学基金面上项目:从学好好学:以人为中心人工智能驱动的学习动机干预研究,2021-2024,负责人

4.国家自然科学基金重大项目“创新驱动创业的重大理论与实践问题研究” 2021-2025,主要参加人

5.吉林省科技发展计划项目:基于人机智能融合的智慧教育研究与应用,2020-2022,负责人

6.吉林省发展和改革委员会:基于知识图谱的科技资源智能信息服务平台,2019-2020,负责人

7.欧盟项目:WeNet2018-2023,中方负责人

8.国家重点研发计划:骨关节退行性病变中医早期识别、干预及综合服务技术的示范研究,子课题,2018-2023,负责人

9.吉林省科技发展计划重大科技招标专项:基于大数据分析的电商精准营销服务平台,2017-2019,负责人

横向项目:

1.华为技术有限公司:昇腾处理器环境中基于TensorFlow AI框架开发AI模型,2021-2022,负责人

2.吉林省吉林祥云信息技术有限公司:政务图谱构建项目,2021.8-2022.2,负责人

3.华为技术有限公司:基于华为Atlas800训练服务器训练深度学习模型,2020-2021,负责人

4.吉林吉大孵化器有限公司:工业发展大数据智能信息服务平台,2017-2018,负责人

教育部教学研究项目:

1.“人工智能+古文字”虚拟仿真研究与建设,2022-2023,负责人

2.融合媒体实践教学课程改革项目,2022-2023,负责人

3.教育部首批新文科研究与改革实践项目:以人为中心的人工智能深度融合新文科教学模式创新与实践,2021-2024,负责人

4.腾讯计算机系统有限公司:基于腾讯扣叮的STEAM课程建设,2021-2022,负责人.

5.华为技术有限公司:面向四新的人工智能实践课程建设,2021-2022,负责人.

6.科大讯飞股份有限公司:从学好好学:以学生为中心的智慧课堂构建,2020-2021,负责人.

近五年代表性论文:

会议论文:

1.Xiaolei Diao, Daqian Shi, Jian Li, Lida Shi, Mingzhe Yue, Ruihua Qi, Chuntao Li*, Hao Xu*.Toward Zero-shot Character Recognition: A Gold Standard Dataset with Radical-level Annotations[J]. In Proceedings of the 30th ACM international conference on Multimedia, ACM MM, 2023. [CCF-A类会议]

2.Xiaolei Diao, Daqian Shi, Hao Tang, Qiang Shen, Yanzeng Li, Lei Wu, Hao Xu*. RZCR: Zero-shot Character Recognition via Radical-based Reasoning. Proceedings of the 32nd International Joint Conference on Artificial Intelligence IJCAI, 2023. [CCF A类会议]

3.Jian Li, Ziyao Meng, Daqian Shi, Rui Song, Xiaolei Diao, Jingwen Wang, Hao Xu*. FCC: Feature Clusters Compression for Long-Tailed Visual Recognition[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023: 24080-24089. [CCF-A类会议]

4.Qiang Shen, Haotian Feng, Rui Song, Stefano Teso, Fausto Giunchiglia, Hao Xu*. Federated Multi-Task Attention for Cross-Individual Human Activity Recognition. Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI. 2022. [CCF-A类会议]

5.Daqian Shi, Xiaolei Diao, Hao Tang, Xiaomin Li, Hao Xing, Hao Xu*. RCRN: Real-world Character Image Restoration Network via Skeleton Extraction. In Proceedings of the 30th ACM international conference on Multimedia, ACM MM, 2022: 1177-1185. [CCF-A类会议]

6.Daqian Shi, Xiaolei Diao, Lida Shi, Hao Tang, Yang Chi, Chuntao Li, Hao Xu*. CharFormer: A Glyph Fusion based Attentive Framework for High-precision Character Image Denoising. In Proceedings of the 30th ACM international conference on Multimedia, ACM MM, 2022:1147-1155. [CCF-A类会议]

7.Yang Chi, Fausto Giunchiglia, Daqian Shi, Xiaolei Diao, Chuntao Li, Hao Xu*. ZiNet: Linking Chinese Characters Spanning Three Thousand Years. In Findings of the Association for Computational Linguistics: ACL 2022, pages 3061–3070. [CCF-A类会议]

8.Meegahapola L, Droz W, Kun P, Hao Xu, et al. Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, UbiComp, 2023, 6(4): 1-32.[CCF A类会议]

9.Lida Shi, Fausto Giunchiglia, Rui Song, Daqian Shi, Tongtong Liu, XiaoLei Diao, Hao Xu*. A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. EMNLP 2022. [清华A类会议,CCF-B类会议]

10.Ziyao Meng, Xue Gu, Qiang Shen, Adriano Tavares, Sandro Pinto and Hao Xu*. H2T-FAST: Head-to-Tail Feature Augmentation by Style Transfer for Long-Tailed Recognition[C]. In Proceedings of the 26th European Conference on Artificial Intelligence, ECAI, 2023. [CCF-B类会议]

11.Yu Feng, Tongyu Zhao, Yatong Zu, Adriano Tavares, Tiago Gomes, Hao Xu*. Social Behavioral Sensing: An Exploratory Study to Assess Learning Motivation and Perceived Relatedness of University Students using Mobile Sensing. [C]//Proceedings of the Annual Meeting of the Cognitive Science Society. 2023, 45(45) [CCF-B类会议]

12.Donglei Song; Qiang Shen; Haotian Feng; Rui Song; Fausto Giunchiglia; Hao Xu*.Personalized multi-task attention for multimodal mental health detection and explanation. [C]//Proceedings of the Annual Meeting of the Cognitive Science Society. 2023, 45(45). [CCF-B类会议]

13.Mingjie Tian, Fausto Giunchiglia, Hao Xu*. Improving Ontology Translation from Disentangled Semantic and Language Representations[C]//Proceedings of the Annual Meeting of the Cognitive Science Society. 2023, 45(45). [CCF-B类会议]

14.Mingjie Tian, Fausto Giunchiglia, Rui Song, Xing Chen, Hao Xu*. Enhancing Ontology Translation Through Cross-Lingual Agreement[C]//ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2023: 1-5. [CCF-B类会议]

期刊论文:

1.Haotian Feng, Qiang Shen, Rui Song, Lida Shi, Hao Xu*.Atfa: Adversarial Time-Frequency Attention Network for Sensor-Based Multimodal Human Activity Recognition. Expert Systems With Applications 2023. [中科院1]

2.Jiufeng Zhao, Rui Song, Chitao Yue, Zhenxin Wang, Hao Xu*. Weak-PMLC: A large-scale framework for multi-label policy classification based on extremely weak supervision[J]. Information Processing & Management, 2023, 60(5): 103442. [中科院1]

3.Rui Song, Fausto Giunchiglia, Lida Shi, Qiang Shen, Hao Xu*.SUNET: Speaker-utterance interaction Graph Neural Network for Emotion Recognition in Conversations[J]. Engineering Applications of Artificial Intelligence, 2023, 123: 106315. [中科院1]

4.Rui Song, Fausto Giunchiglia, Yingji Li, Lida Shi, Hao Xu*.Measuring and Mitigating Language Model Biasesin Abusive Language Detection. Information Processing & Management, 2023,60(3),103277.[中科院1]

5.Rui Song, Fausto Giunchiglia, Qiang Shen, Nan Li, Hao Xu*. Improving Abusive Language Detection with Online Interaction Network. Information Processing & Management, 2022, 59(5): 103009. [中科院1]

6.Xiaomin Li; Daqian Shi; Xiaolei Diao; Hao Xu*; SCL-MLNet: Boosting Few-Shot Remote Sensing Scene Classification via Self-Supervised Contrastive Learning, IEEE Transactions on Geoscience and Remote Sensing, 20211-12. [中科院1]

7.ZhanCheng Ren,Qiang Shen, XiaoLei Diao, Hao Xu*. A sentiment-aware deep learning approach for personality detection from text. Information Processing & Management, 2021, 58(3), 102532. [中科院1]

8.Shi, Daqian, Ting Wang, Hao Xing, Hao Xu*. A learning path recommendation model based on a multidimensional knowledge graph framework for e-learning. Knowledge-Based Systems, 2020(195): 105618, 2020. [中科院1]

9.Fausto Giunchiglia, Gabor Bella, Nandu Chandran Nair, Yang Chi, Hao Xu Representing Interlingual Meaning in Lexical Databases[J]. Artificial Intelligence Review, 2023:1-17. [中科院2]

10.Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu*. Topological enhanced graph neural networks for semi-supervised node classification[J]. Applied Intelligence, 2023: 1-15. [中科院2]

11.Zhezhe Xing; Rui Song; Yun Teng; Hao Xu*; DynHEN: A Heterogeneous Network Model for Dynamic Bipartite Graph Representation Learning, Neurocomputing , 2022, 508: 47-57. [中科院2]

12.Yuting Ma; Rui Song; Qiang Shen; Xue Gu; Hao Xu*; Multiple Graph Convolutional Networks for Aspect-based Sentiment Analysis. Applied Intelligence, 2022: 1-21. [中科院2]

13.Rui Song, Zelong Liu, Xingbing Chen, Haining An, Zhiqi Zhang, Xiaoguang Wang*, Hao Xu. Label prompt for multi-label text classification[J]. Applied Intelligence, 2022: 1-15. [中科院2]

14.Rui Song, Fausto Giunchiglia, Ke Zhao, Mingjie Tian, Hao Xu*. Graph topology enhancement for text classification[J]. Applied Intelligence, 2022: 1-14. [中科院2]

已授权专利:

1.一种基于区域表示和视觉表示的视觉问答方法及系统(专利号:2023107689052

2.一种构建可交互式虚拟展馆的方法(专利号:2022112958073

3.一种简单的情感知识增强提示调优的方面级情感分类方法(专利号:202310564657X ; 授权公告号:116304063 B

4.一种大规模极弱监督多标签政策分类框架(专利号:2023104164847; 授权公告号:CN 116127078 B

5.基于历时汉字知识图谱的古文字相似度量化方法(专利号:2022104612196;授权公告号:CN 114707615 B

6.一种基于图增强的互学习文本分类方法及系统(专利号:2022113602526;授权公告号:CN115599918B

7.一种基于生成对抗网络的历史文档图像降噪方法及系统(专利号:2022111412048;授权公告号:CN 115457568 B

8.一种教师自主支持性教学行为自动识别方法(专利号:2022112844405;授权公告号:CN115658860B

9.基于目标检测和知识图谱的古文字识别方法(专利号:2021114144569;授权公告号:CN114092700B

10.一种甲骨文字体构建方法(专利号:202111412993X;授权公告号:CN114067331B

11.一种健康知识图谱的构建方法及系统(专利号:2018115706025;授权公告号:CN 109669994 B

12.基于语义技术和游戏化的智能课堂知识管理平台及方法(专利号:2017103013420;授权公告号:CN107145559B

获奖:

1.吉林省高等教育教学成果一等奖  2022 吉林省人民政府

2.吉林省高等学校教学名师  2020 吉林省教育厅

3.全国商业科技进步一等奖  2020 中国商业联合会

4.吉林省技术发明一等奖  2018 吉林省科学技术厅

5.全国商业科技进步一等奖  2015 中国商业联合会

社会兼职:

意大利Trento大学Courtesy Professor

教育部产学合作协同育人专家组成员

治学名言:

Think Big, Start Small, Move Fast.