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区]
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区]
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区]
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区]
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区]
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区]
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区]
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区]
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区]
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区]
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区]
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区]
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区]
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区]
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）
