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乐博app在线登录:徐昊

职称:教授、博士生导师

毕业院校:意大利Trento大学

email:xuhao@jlu.edu.cn

个人主页:

研究方向:人工智能、数字人文、人机交互、计算机教育

乐博app在线登录:教育经历


2008.11——2011.11    意大利Trento大学计算机科学与信息工程系 博士
2005.09——2008.07    乐博app在线登录计算机科学与技术学院 硕士
2001.09——2005.07    乐博app在线登录计算机科学与技术学院 本科

乐博app在线登录:科研项目

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:WeNet,2018-2023,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. “时空旅程”人工智能研学资源与元宇宙平台开发,2023-2025,负责人

2. 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

3. 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

4. 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

5. 吉林乐博app在线登录孵化器有限公司: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


乐博app在线登录:论文

近五年代表性论文:

会议论文:

1. Rui Song, Fausto Giunchiglia, Yingji Li, Mingjie Tian, Hao Xu*. TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification. Proceedings of the AAAI Conference on Artificial Intelligence 2024(AAAI2024). [CCF A类会议]

2. 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[C]. Proceedings of the 31st ACM International Conference on Multimedia. 2023: 6869-6877. ACM MM2023[CCF-A类会议]

3. Xiaolei Diao, Daqian Shi, Hao Tang, Qiang Shen, Yanzeng Li, Lei Wu, Hao Xu*. RZCR: Zero-shot Character Recognition via Radical-based Reasoning[C]. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. 2023: 654-662. (IJCAI2023)[CCF A类会议]

4. 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]

5. Qiang Shen, Haotian Feng, Rui Song, Stefano Teso, Fausto Giunchiglia, Hao Xu*. Federated Multi-Task Attention for Cross-Individual Human Activity Recognition[C]. Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI. 2022: 3423-3429. [CCF-A类会议]

6. 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]

7. 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]

8. 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]

9. 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]( IMWUT Distinguished Paper Award at Ubicomp/ISWC (Ubicomp杰出论文奖))

10. 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 : 10027-10039.[CCF-B类会议,清华A类会议]

11. 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]

12. 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]

13. 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]

14. 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]

15. 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. Ling Gao, Hongda Zhang, Nan Sheng, Lida Shi, Hao Xu*. Learning neighbor-enhanced region representations and question-guided visual representations for visual question answering[J]. Expert Systems with Applications, 2024, 238:122239. [中科院1]

2. Haotian Feng, Qiang Shen, Rui Song, Lida Shi, Hao Xu*. ATFA: Adversarial Time–Frequency Attention network for sensor-based multimodal human activity recognition[J]. Expert Systems with Applications, 2024, 236: 121296. [中科院1区]

3. Jiufeng Zha, 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]

4. 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]

5. 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]

6. 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]

7. ZhanCheng Ren, Qiang Shen, XiaoLei Diao, Hao Xu*.(2021). A sentiment-aware deep learning approach for personality detection from text. Information Processing & Management, 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. 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, 2021:1-12. [中科院1]

10. 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]

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]

15. 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]

已授权专利:

      1. 一种基于有偏最短距离准则的图像分类系统及方法(专利号:2023115238577;已授权)

      2. 一种构建可交互式虚拟展馆的方法(专利号:2022112958073;授权号:CN 115617174 B

        3. 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;授权号:CN 116542995 B

      4. 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

      5. 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

      6. 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

      7. 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

      8. 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

      9. 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

      10. 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

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

      12. 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

      13. 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



乐博app在线登录:著作教材

C KISS-Keep It Simple and Straightforward while playing and enjoying with C in a programming lab,英文教材,中国铁道出版社

乐博app在线登录:获奖情况

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

乐博app在线登录:社会兼职

吉林省高等教育学会教育技术专委会 理事长

老龄主动应对与仿生健康教育部国际合作联合实验室 副主任

中国高等教育学会工程教育专委会 常务理事

教育部产学合作协同育人专家组成员

意大利Trento大学 Courtesy Professor


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