姓名：徐昊
性别：男
职称：教授
是否博导：是
职务：威廉希尔图书馆馆长
最高学历：研究生
最高学位：博士
电话：13578630009
Email：xuhao@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：
2008/11－2011/11 意大利Trento大学 计算机科学与信息工程系 博士
2005/09－2008/07 威廉希尔 英国威廉希尔足球官网 硕士
2001/09－2005/07 威廉希尔 英国威廉希尔足球官网 本科
学术简介：
近年来，主持国家自然科学基金、重点研发、欧盟国际合作等项目20余项，累计科研经费3000余万元。在CVPR，ACL、AAAI等高水平国际会议和期刊发表学术论文90余篇。获国家发明专利20余项，软件著作权30余项。
科研项目（近五年承担的部分科研项目）：
纵向项目：
1. 长春市科技局：人工智能+教育：教育评价大模型(No. 24GNYZ11)，2024-2027，负责人
2. 国家自然科学基金面上项目：基于多模态大模型的古文字理解研究(No. 62476111)，2025-2028，负责人
3. 教育部产学研创新基金：面向以人为中心人工智能的融合式教学模式研究与应用(2022XF017)，2023-2025，负责人
4. 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(20230201086GX)，2023-2025，负责人
5. 国家自然科学基金面上项目：从“学好”到“好学”：以人为中心人工智能驱动的学习动机干预研究(No. 62077027)，2021-2024，负责人
6. 国家自然科学基金重大项目：数字经济下的创新驱动创业的基础理论 (No. 72091315) 2021-2025，主要参加人
7. 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
8. 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
9. 欧盟项目：WeNet，2018-2023，中方负责人
10. 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
11. 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. 人工智能赋能的拔尖创新人才培养体系研究与实践，2024-2026，负责人
2. 以数字化改革赋能高等教育高质量发展的实践路径，2024-2025，负责人
3. “人工智能+古文字”虚拟仿真研究与建设，2022-2023，负责人
4. 融合媒体实践教学课程改革项目，2022-2023，负责人
5. 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
6. 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
7. 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
8. 科大讯飞股份有限公司：从“学好”到“好学”：以员工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. Busso M, Bontempelli A, Malcotti L J, …, Hao Xu , et al. DiversityOne: A Multi-Country Smartphone Sensor Dataset for Everyday Life Behavior Modeling[J]. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, IMWUT 2025, 9(1): 1-49. [CCF-A类会议]
2. Zhihan Zhou, Xue Gu, Yujie Zhao and Hao Xu*. POP-CEE: Position-oriented Prompt-tuning Model for Causal Emotion Entailment[C]. Findings of the Association for Computational Linguistics ACL 2024: 4199-4210. (ACL2024 Findings) [CCF-A类会议]
3. Yang Chi, Fausto Giunchiglia, Chuntao Li* and Hao Xu*. Ancient Chinese Glyph Identification Powered by Radical Semantics[C]. Findings of the Association for Computational Linguistics ACL 2024: 12065-12074. (ACL2024 Findings) [CCF-A类会议]
4. Rui Song, Fausto Giunchiglia, Yingji Li, Mingjie Tian, Hao Xu*. TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification[C]. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI 2024, 38(17): 18999-19007. [CCF A类会议]
5. 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. ACM MM 2023: 6869-6877. [CCF-A类会议]
6. 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. IJCAI 2023: 654-662. [CCF A类会议]
7. 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. CVPR 2023: 24080-24089. [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](Distinguished Paper Award)
9. 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]
10. 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]
11. 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]
12. 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.(ACL2022 Findings) [CCF-A类会议]
13. Jian Li, Haojing Huang, Yujia Zhang*, Pengfei Xu, Xi Chen, Rui Song, Lida Shi, Jingwen Wang, Hao Xu. Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness[C]. Findings of the Association for Computational Linguistics: EMNLP2024: 14452-14466 (EMNLP2024 Findings) [CCF-B类会议，清华A类会议]
14. 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]
15. Yiming Liu, Rui Song, Lida Shi, Ling Gao, Hao Xu*. DGJA: Dependency Graph-enhanced Joint Attention Structure for Multimodal Sarcasm Detection[C]. In Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025. [CCF-B 类会议]
16. Tongyu Zhao, Jiaying Gao, Yu Feng, Yatong Zu, Adriano Tavares, Sandro Pinto, Hao Xu*. RAOCSL: A BERT-Based Strategy for Identifying Learner Confusion. In Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025. [CCF-B类会议]
17. Jiaying Gao, Fausto Giunchiglia, Tongyu Zhao, Chuntao Li*, Hao Xu*. Dual-Pyramid Attention Collaborative Network for Oracle Bone Inscription Classification. In Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025. [CCF-B类会议]
18. Jiaying Gao, Fausto Giunchiglia, Tongyu Zhao, Chuntao Li*, Hao Xu*. Annealing Distillation Algorithm for Transferring Unsupervised Clustering Knowledge to Supervised Student Models. Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025. [CCF-B类会议]
19. Yu Feng, Tongyu Zhao, Yi Zhang, Yatong Zu, Adriano Tavares, Tiago Gomes, Hao Xu*. Innovative Attempt at Enhancing Psychological Assessment: A Preliminary Investigative Study of Measuring College Students' Learning Motivation Levels through the Lens of Passive Sensing via Smartphones[C]. Proceedings of the Annual Meeting of the Cognitive Science Society. CogSci, 2024, Vol46.[CCF-B类会议]
20. Xue Gu, Zhihan Zhou, Ziyao Meng, Jian Li, Tiago Gomes, Adriano Tavares and Hao Xu*. EmoPrompt-ECPE: Emotion knowledge-aware Prompt-tuning for Emotion-Cause Pair Extraction[C]. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation LREC-COLING 2024: 5678-5688. [CCF-B类会议]
21. Tongyu Zhao, Jiaying Gao, Yu Feng, Yatong Zu, Adriano Tavares, Tiago Gomes, and Hao Xu*. Behavioral Sensing: An Exploratory Study to Assess Self-Regulated Learning and Resource Management strategy of University Students using Mobile Sensing[C]. Proceedings of the Annual Meeting of the Cognitive Science Society. CogSci 2024, 46. [CCF-B类会议]
22. 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. IOS Press, 2023: 1712-1719. [CCF-B类会议]
23. 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. CogSci 2023, 45(45) [CCF-B类会议]
24. Donglei Song, Qiang Shen, Haotian Feng, Rui Song, Fausto Giunchigli, Hao Xu*. Personalized multi-task attention for multimodal mental health detection and explanation. [C]. Proceedings of the Annual Meeting of the Cognitive Science Society. CogSci 2023, 45(45). [CCF-B类会议]
25. 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. CogSci 2023, 45(45). [CCF-B类会议]
26. Jian Li, Yu Feng, Jingwen Wang,Tongyu Zhao, Yuxuan Huang, Yatong Zu, Hao Xu*. Automatically Identifying Teachers' Autonomy Support using Text Classification on Imbalanced Data[C]. Proceedings of the Annual Meeting of the Cognitive Science Society. CogSci 2023, 45(45). (CogSci 2023 Abstract Paper) [CCF-B类会议]
27. Tongyu Zhao, Jiaying Gao, Yu Feng, Jian Li, Yatong Zu, Sandro Pinto, Adriano Tavares, Hao Xu*. Feature Visualization and Attribution Analysis of Confusion for Massive Open Online Course. In Proceedings of the Annual Meeting of the Cognitive Science Society. CogSci 2023, 45(45). (CogSci 2023 Abstract Paper) [CCF-B类会议]
28. 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 ICASSP2023: 1-5. [CCF-B类会议]
期刊论文：
1. Ling Gao, Nan Sheng, Yiming Liu, Hao Xu*. TCIP: Network with topology capture and incongruity perception for sarcasm detection. Information Fusion, 2025, 117: 102918. [中科院1区]
2. Wang, Bo, Peihong Teng, Hongda Zhang, Feiyang Yang, Zeyu Wang, Xingcheng Yi, Tianyang Zhang, Chunhui Wang, Adriano Jose Tavares, and Hao Xu*. HKRG: Hierarchical knowledge integration for radiology report generation. Expert Systems with Applications 271 (2025): 126622. [中科院1区]
3. Rui Song, Yingji Li, Mingjie Tian, Fausto Giunchiglia, HanWen Wang, and Hao Xu*. "Causal Keyword Driven Reliable Text Classification with Large Language Model Feedback". Information Processing & Management, 2025, 62(2): 103964 [J].[中科院1区]
4. Mingjie Tian, Fausto Giunchiglia, Rui Song, and Hao Xu*. "Guiding Ontology Translation with Hubness-aware Translation Memory". Expert Systems with Applications, 2024: 125650. [中科院1区]
5. Ling Gao, Hongda Zhang, Yiming Liu, Nan Sheng, Haotian Feng and Hao Xu*. PGCL: Prompt guidance and self-supervised contrastive learning-based method for Visual Question Answering. Expert Systems with Applications, 2024, 251, 124011. [中科院1区]
6. 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区]
7. 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]
8. 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区]
9. 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区]
10. 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区]
11. 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区]
12. ZhanCheng Ren,Qiang Shen, XiaoLei Diao, Hao Xu*. A sentiment-aware deep learning approach for personality detection from text. Information Processing & Management, 58(3), 102532. [中科院1区]
13. 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区]
14. 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区]
15. Tao Yu, Rui Song, Sandro Pinto, Tiago Gomes, Adriano Tavares, Hao Xu* GEML: a graph-enhanced pre-trained language model framework for text classification via mutual learning[J]. Applied Intelligence, 2024: 1-15. [中科院2区]
16. 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区]
17. 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区]
18. 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区]
19. 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区]
20. 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区]
21. 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区]
已授权专利：
1. 一种基于联合注意力和图学习增强的多模态讽刺检测方法（专利号：202411389473.5；授权号CN 118916683 B）
2. 基于密度图的古籍图像检测方法及系统（专利号：202411534511.1；授权号CN 119027967 B）
3. 一种基于知识蒸馏与变分自编码器的命名实体识别方法（专利号：202410866352.9；授权号CN 118395985 B）
4. 一种基于多模态大模型的家务助理机器人（专利号：202410924776.6；授权号CN 118456455 B）
5. 一种基于提示指导和自监督对比学习的视觉问答方法（专利号：2024104250029；授权号：CN 118013070 B）
6. 基于信号通道缩放和频域特征补全的人类活动识别方法（专利号：2024104657321；授权号：CN 118070106 B）
7. 一种基于特征簇中心压缩的图像分类方法（专利号：202311638931X；授权号：CN 117372785 B）
8. 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；授权号：CN 117253095 B）
9. 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）
10. 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）
11. 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）
12. 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）
13. 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）
14. 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）
15. 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）
16. 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）
17. 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）
18. 一种甲骨文字体构建方法（专利号：202111412993X；授权公告号：CN114067331B）
19. 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）
20. 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. 宝钢优秀教师 2024 宝钢教育基金会
2. 发明创业奖人物奖 2024 中国发明协会
3. 吉林省高等公司产品成果一等奖 2022 吉林省人民政府
4. 吉林省高等学校教学名师 2020 吉林省教育厅
5. 全国商业科技进步一等奖 2020 中国商业联合会
6. 吉林省技术发明一等奖 2018 吉林省科学技术厅
7. 全国商业科技进步一等奖 2015 中国商业联合会
社会兼职：
中国教育技术协会技术标准委员会 副主任
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
治学名言：
Think Big, Start Small, Move Fast.
