团队简介
Introduction 团队成员
Member 科研项目
Project 研究成果
Outcome 演示下载
Demo 研究资源
Resource 学生招聘
Recruitment

近期论文 (Recent Publications)

    2026
  1. Lufang Zhang, Enliang Yan, Tianyong Hao. Fuzzy concept-cognitive learning based on attention mechanism and three-way partial order structure. Applied Soft Computing. Available online 17 January 2026, 114664. (SCI, IF 7.2, 中科院大类二区)
  2. Instruction-Guided Mixture-of-Vision-Experts for Fine-Grained Multimodal Chain-of-Thought Reasoning. IJCNN 2026 (CCF C)
  3. AVDA: Generative Measurable Quantitative Information Extraction with Adaptive Vocabulary and LLM-Based Data Augmentation. IJCNN 2026 (CCF C)
  4. WeiHuang, Hai Liu, Tianyong Hao. HFTS: Time-Span-Aware Historical–Future Modeling for Temporal Knowledge Graph Completion. DASFAA. 2026 (CCF B, oral).
  5. Xuelian Dong, Jiale Chen, Wenxiu Xie, Fu Lee Wang, Tianyong Hao*. HORIZON: A Unified Framework for Phase-wise Retrieval-generation Optimization in Task-oriented Dialogue System. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2026 (CCF B, oral)
  6. Qihao Yang, Xuelin Wang, Jiale Chen, Xuelian Dong, Yuxin Hao, Tianyong Hao. HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models through Curriculum Tuning. AAAI 2026 Artificial Intelligence for Social Impact Track. 2026 (CCF-A)
  7. Jiahao Zhang, CSCD 2026 (CCF C)
    2025
  1. (Book) Haijun Zhang, Kim Fung Tsang, Fu Lee Wang, Tianyong Hao, Zenghui Wang, Zhou Wu, Zhao Zhang, Kevin Hung. Neural Computing for Advanced Applications. Part 1. Communications in Computer and Information Science. ISBN 978-981-95-3736-5, ISSN 1865-0929, 14 November 2025, Springer
  2. (Book) Haijun Zhang, Kim Fung Tsang, Fu Lee Wang, Tianyong Hao, Zenghui Wang, Zhou Wu, Zhao Zhang, Kevin Hung. Neural Computing for Advanced Applications. Part II. Communications in Computer and Information Science. ISBN 978-981-95-3739-6, ISSN 1865-0929, 10 November 2025, Springer
  3. (Book) Yanchun Zhang, Qingcai Chen, Hongfei Lin, Lei Liu, Xiangwen Liao, Buzhou Tang, Tianyong Hao, Zhengxing Huang. Health Information Processing. Part I. Communications in Computer and Information Science. ISBN 978-981-96-3755-3, ISSN 1865-0929, 11 April 2025, Springe
  4. (Book) Yanchun Zhang, Qingcai Chen, Hongfei Lin, Lei Liu, Xiangwen Liao, Buzhou Tang, Tianyong Hao, Zhengxing Huang. Health Information Processing. Part II. Communications in Computer and Information Science. ISBN 978-981-96-3752-2, ISSN 1865-0929, 11 April 2025, Springer
  5. (Book) Yanchun Zhang, Qingcai Chen, Hongfei Lin, Lei Liu, Xiangwen Liao, Buzhou Tang, Tianyong Hao, Zhengxing Huang, Jianbo Lei, Zuofeng Li, Hui Zong. Health Information Processing: Evaluation Track Papers. Communications in Computer and Information Science. ISBN 978-981-96-4298-4, ISSN 1865-0929, 13 April 2025, Springer
  6. Junwei Cheng, Chaobo He, Xiang Fei, Tianyong Hao, Hui Ma, Yong Tang. Variational Graph Filter Autoencoder for Uncovering Community Structure in Multiplex Networks. Pattern Recognition. Accepted in 2025 (SCI, IF 7.6).
  7. Ningqing Xie, Enliang Yan, Xinyu Yao, Qiliang Chen, Tianyong Hao, A concept-cognitive learning approach from the perspective of causal reasoning Neurocomputing, 2025 (SCI, IF 6.5, 中科院大类二区)
  8. Yuxuan Huang, Enliang Yan, Peiming Zhang, Tianyong Hao. A few-shot knowledge reasoning method based on three-way partial order structure and prompt learning. Neurocomputing, 2025 (SCI, IF 6.5, 中科院大类二区)
  9. 69. Yong Li, Zhenguo Yang, Lap-Kei Lee, Fu Lee Wang, Yingying Qu, Tianyong Hao. Inference enhanced model with answer refinement for medical visual question answering. Multimedia Systems. October 2025 (SCI, IF 3.1)
  10. Jiale Chen, Member, IEEE, Xuelian Dong, Shunhao Li, Heng Weng, and Tianyong Hao. Multi-View Knowledge Retrieval with A New Memory Tracking Mechanism for Task-Oriented Dialogue. IEEE Transactions on Consumer Electronics. Accepted in 2025. (SCI, IF 10.9, 中科院大类二区)
  11. Yuxuan Huang, Enliang Yan, Peiming Zhang, Tianyong Hao. A few-shot knowledge reasoning method based on three-way partial order structure and prompt learning. Neurocomputing, 2025 (SCI, IF 6.5, 中科院二区)
  12. Hengdong Zhu, Rongjiao Liang, Baoshuo Kan, Enliang Yan, Fu Lee Wang, Tianyong Hao*. A New Robust Semi-Supervised Clustering Method based on Adaptive Credibility Estimation and Locality Preservation. Neurocomputing, accepted in 2025 (SCI, IF 6.5, 中科院二区)
  13. Baoshuo Kan; Teng Wang; Hengdong Zhu; Rongjiao Liang; Enliang Yan; Fu Lee Wang; Tianyong Hao. An Event-Aware Dual Representation Model with Mixture-of-Experts for Serious Adverse Events Prediction in Clinical Trials. IEEE Transactions on Consumer Electronics. Accepted in 2025. (SCI, IF 10.9, 中科院大类二区)
  14. Hengdong Zhu, Baoshuo Kan, Yong Li, Enliang Yan, Heng Weng, Fu Lee Wang, Tianyong Hao. A new semi-supervised fuzzy clustering method based on latent representation learning and information fusion. Applied Soft Computing. Volume 170, 112717, 2025-02. (SCI, IF 7.2, 中科院大类一区)
  15. Hengdong Zhu, Yingshan Shen, Choujun Zhan, Fu Lee Wang, Heng Weng*, Tianyong Hao*. A new graph-based clustering method with dual-feature regularization and Laplacian rank constraint. Knowledge-Based Systems. Volume 309, 30 January 2025, 112738. (SCI, IF 7.2, 中科院大类一区)
  16. Weihan Qiu, Fangjie Zhu, Tianyong Hao, Maojie Wang, Runyue Huang. MBLSTM is a contextual interaction refined method for time series prediction. Scientific Reports. volume 15, Article number: 18563, 2025. (SCI, IF 3.8)
  17. Baoshuo Kan, Hengdong Zhu, Rongjiao Liangg, Fu Lee Wang, Tianyong Hao*. A Two-Stage Framework by Leveraging Large Language Model for Predicting Clinical Trial Outcomes. Intelligent Data Analysis, Accepted in March 2025. (SCI, CCF-C)
  18. Yan Enliang, Zhang Pengfei, Hao Tianyong, Zhang Tao, Yu Jianping, Jiang Yuncheng*, Yang Yuan*. An approach to calculate conceptual distance across multi-granularity based on three-way partial order structure. International Journal of Approximate Reasoning, 2025,177:109327(SCI, IF 3.9)
  19. Jiahao Zhang, Baoshuo Kan, Tao Gong, Fu Lee Wang, Tianyong Hao*. When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial Attacks. EMNLP 2025 Findings. 2025. (CCF-B)
  20. Jiale Chen, Xuelian Dong, Qihao Yang, Wenxiu Xie, Tianyong Hao*. Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? EMNLP 2025 MainConference. 2025.Jiahao Zhang, EMNLP 2025. 2025 (CCF-B)
  21. Chaoyu Wei, Tenan Wu, Juan Xu, Kun Zeng, Tianyong Hao. Collegial Panel Mechanism legal Judgement Prediction Via Majority Voting and Rationale Generation. The 12th International Conference on Behavioural and Social Computing (BESC 2025). Hong Kong, 2025. (Best Workshop Paper Award).
  22. Jianyi Li, Hengdong Zhu, Kevin Hung, Tianyong Hao. InfoKANCSE: Enhancing Contrastive Sentence Embeddings with KAN and Information-Aware. NLPCC. 2025(CCF-C)
  23. Jiale Chen, Xuelian Dong, Shengcheng Ye, Wenxiu Xie, Kun Zeng, Tianyong Hao*, SMARTS: A Small-to-large Model Coordinated Retrieval and Response Framework for Task-Oriented Dialogue. ACL Finding. (CCF-A)
  24. Wei Huang, Hai Liu, Enliang Yan, Fu Lee Wang and Tianyong Hao*. A Temporal Knowledge Graph Completion Model Based on Contrastive Learning and Relation Dependency Enhancement Method. NCAA 2025 (Best paper award)
  25. Weiguo Deng, Hengdong Zhu, Fu Lee Wang and Tianyong Hao*. Enhancing Generative Retrieval through MultiView Identifier Generation and Fusion. NCAA 2025.
  26. Tenan Wu, Hai Liu, Fu Lee Wang and Tianyong Hao. LQRPP-KGQA: LLM-Based Question Reasoning Paths Prediction For Enhancing Question-Specific Subgraph Construction. NCAA 2025
  27. Zixin Zhong, Enliang Yan, Chaoqun Fei, Xiaomi An and Tianyong Hao. A New Ontology Matching Method Based on Large Language Model and Graph Structure Learning . NCAA 2025
  28. Jiale Chen, Xuelian Dong, Wenxiu Xie, Tao Gong, Fu Lee Wang, Tianyong Hao*. Span Attention for Entity-Consistent Task-Oriented Dialogue Response Generation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2025 (CCF B)
  29. Qihao Yang, Yu Yang, Tianyong Hao, Guandong Xu. LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions. Accepted by IJCAI 2025 (CCF A)
  30. 徐毅铭, 冯建周, 曾明霏, 刘洋, 郝天永. AI应用新阶段-基于大语言模型的智能体. 《科学》, 上海科技出版社，77卷第5期. 17-22. 2025.9.
  31. 刁佳俐, 冯林, 李锭锋, 周毅, 郝天永. 从记忆到智慧-探索知识增强大语言模型. 《科学》, 上海科技出版社，，77卷第5期. 23-28. 2025.9.
  32. 黄兆康, 周锐楷, 张海, 郝天永. 群智协作-大语言模型驱动下的多智能体协同. 《科学》, 上海科技出版社，77卷第5期. 29-34. 2025.9.
    2024
  1. (Book) Haijun Zhang, Xianxian Li, Tianyong Hao, Weizhi Meng, Zhou Wu, Qian He. Neural Computing for Advanced Applications. Part 1. Communications in Computer and Information Science. ISBN 978-981-97-7001-4, ISSN 1865-0929, 21 September 2024, Springer
  2. (Book) Haijun Zhang, Xianxian Li, Tianyong Hao, Weizhi Meng, Zhou Wu, Qian He. Neural Computing for Advanced Applications. Part 2. Communications in Computer and Information Science. ISBN 978-981-97-7004-5, ISSN 1865-0929, 21 September 2024, Springer
  3. (Book) Haijun Zhang, Xianxian Li, Tianyong Hao, Weizhi Meng, Zhou Wu, Qian He. Neural Computing for Advanced Applications. Part 3. Communications in Computer and Information Science. ISBN 978-981-97-7007-6, ISSN 1865-0929, 21 September 2024, Springer
  4. (Book) Zuzana Kubincová, Tianyong Hao, Nicola Capuano, Marco Temperini, Shili Ge, Yuanyuan Mu, Paolo Fantozzi, Jing Yang. Emerging Technologies for Education Part 1. Lecture Notes in Computer Science 14606, Springer 2024, ISBN 978-981-97-4243-1, ISSN 0302-9743, Springe
  5. (Book) Zuzana Kubincová, Tianyong Hao, Nicola Capuano, Marco Temperini, Shili Ge, Yuanyuan Mu, Paolo Fantozzi, Jing Yang. Emerging Technologies for Education Part 2. Lecture Notes in Computer Science 14606, Springer 2024, ISBN 978-981-97-4246-2, ISSN 0302-9743, Springe
  6. (Book) Hua Xu, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Buzhou Tang, Tianyong Hao, Zhengxing Huang. Health Information Processing. Communications in Computer and Information Science. ISBN 978-981-99-9864-7. Springer 2024-02-2.
  7. (Book) Hua Xu, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Buzhou Tang, Tianyong Hao, Zhengxing Huang, Jianbo Lei, Zuofeng Li, Hui Zong. Health Information Processing. Evaluation Track Papers. Communications in Computer and Information Science. ISBN 978-981-97-1717-0. ISSN 1865-0929. Springer 2024-03-19.
  8. Enliang Yan,Tao Zhang, Jianping Yue, Tianyong Hao*, Qiliang Chen*. A preliminary study on few-shot knowledge reasoning mechanism based on three-way partial order structure. Information Sciences. Volume 665, April 2024, 120366 (SCI, IF 8.1, Q1, 中科院大类一区, Top, CCF B)
  9. Tiezheng Mao, Tianyong Hao, Jialing Fu, Osamu Yoshie*. Hierarchical graph fusion network and a new argumentative dataset for multiparty dialogue discourse parsing. Information Processing & Management. Volume 61, Issue 2, 2024. (SCI, IF 8.6, Q1, 中科院大类一区, CCF B) Elsevier
  10. Guanhua Chen, Qiqi Xu, Choujun Zhan, Fu Lee Wang, Kai Liu, Hai Liu*, Tianyong Hao. Improving Open Intent Detection via Triplet-Contrastive Learning and Adaptive Boundary. IEEE Transactions on Consumer Electronics. Volume: 70, Issue: 1, 2806-2816, 2024-02. ISSN: 0098-3063, doi: 10.1109/TCE.2024.3363896 (SCI, IF 10.9, 科院大类二区) IEEE
  11. Zhipeng Liu, Jing He, Tao Gong, Heng Weng, Fu Lee Wang, Hai Liu*, Tianyong Hao. Improving Topic Tracing with A Textual Reader for Conversational Knowledge Based Question Answering. IEEE Transactions on Emerging Topics in Computational Intelligence. 2024: 1–14. (SCI, IF 5.3, Q1, 中科院大类二区)
  12. Choujun Zhan, Du Yin, Yingshan Shen*, and Tianyong Hao. GMINN: A Generative Moving Interactive Neural Network for Enhanced Short-Term Load Forecasting in Modern Electricity Markets. IEEE Transactions on Consumer Electronics. Accepted in 2024 (SCI, IF 10.9, 中科院大类二区)
  13. Hengdong Zhu, Wenxiu Xie, Yuanyuan Mu, Juan Xu, Fu Lee Wang, Yingying Qu*, Tianyong Hao*. A New Semi-Supervised Fuzzy K-means Clustering Method with Dynamic Adjustment and Label Discrimination. Neural Computing and Applications. Volume 36, pages 4709–4725, 2024.03. (SCI, IF 6.0, Q1, 中科院大类二区)
  14. Di Mo, Bangrui Huang, Haitao Wang, Xinyu Cao, Gan Keqin, Wei Jie, Weng Heng, Tianyong Hao*. SCLert: A Span-based Joint Model for Measurable Quantitative Information Extraction from Chinese Texts. IEEE Transactions on Consumer Electronics. Volume: 70, Issue: 1, 3361-3371, 2024-02, ISSN: 0098-3063, DOI: 10.1109/TCE.2023.3327681 (SCI, IF 10.9, 中科院大类二区) IEEE
  15. Kairong Hu, Xiaozhi Zhu, Hai Liu, Yingying Qu*, Fu Lee Wang, Tianyong Hao*. Convolutional Neural Network-Based Entity-specific Common Feature Aggregation for Knowledge Graph Embedding Learning. IEEE Transactions on Consumer Electronics. Volume: 70, Issue: 1, 3593-3602, 2024-02. ISSN: 0098-3063, DOI: 10.1109/TCE.2023.3302297 (SCI, IF 10.9, 中科院大类二区) IEEE
  16. Yan Enliang, Hao Shikuan, Zhang Tao, Hao Tianyong*, Chen Qiliang*, Yu Jianping. Graph Representation Learning Method Based on Three-Way Partial Order Structure. International Journal of Approximate Reasoning, 2024,165: 109104 (SCI, IF 3.9)
  17. 钱晓波、谢文秀、龙绍沛、兰牧融、慕媛媛、郝天永*. 中文糖尿病问题分类体系及标注语料库构建研究. 中文信息学报. Vol. 38, Issue (12): 54-63. 2024 (CCF T1)
  18. 林良红, 翁衡, 闫恩亮, 陈自力, 郝天永*. 大语言模型在医学领域应用的文献计量分析研究. 中国数字医学. Vol. 19, No. 8, 2024 (中文科技核心期刊)
  19. 陈家乐, 董雪莲, 林良红, 陈自力, 郝天永*. 探索智能纪元：大模型的企业、现状与未来. 科学, 上海科技出版社， 2024
  20. Hai Liu, Xiaozhi Zhu, Yong Tang, Chaobo He, Tianyong Hao*. Multi-stage enhanced representation learning for document reranking based on query view. World Wide Web. 2024 (SCI, IF 2.7, CCF B) Springe
  21. Lap-Kei Lee, Xiaodong Wei *, Kwok Tai Chui *, Simon K. S. Cheung, Fu Lee Wang, Yin-Chun Fung, Angel Lu, Yan Keung Hui, Tianyong Hao, Leong Hou U, Nga-In Wu. Design of Serious Games for Innovative Learning: Augmented Reality, Virtual Reality, or Mixed Reality? Electronics, 2024, 13(5), 890; https://doi.org/10.3390/electronics13050890, 26 February 2024. (SCI)
  22. Jiale Chen, Xuelian Dong, Wenxiu Xie, Tao Gong, Fu Lee Wang, Tianyong Hao*. Span Attention for Entity-Consistent Task-Oriented Dialogue Response Generation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Accepted in 2024 (CCF B)
  23. Jiale Chen, Shunhao Li, Baoshuo Kan, Fu Lee Wang, Tianyong Hao*. Leveraging Intent Entity Enhancement for Task-Oriented Dialogue. International Joint Conference on Neural Networks (IJCNN), Japan, 2024, pp. 1-8, doi: 10.1109/IJCNN60899.2024.10649940. (CCF C)
  24. Jiale Chen, Qihao Yang, Xuelian Dong, Xiaoling Mao, and Tianyong Hao*. A Textual Modal Supplement Framework for Understanding Multi-Modal Figurative Language. ACL Workshop on Figurative Language Processing (FigLang 2024), pp. 85-91. 2024. ACL,
  25. Lianghong Lin, Wenxiu Xie, Zili Chen, Tianyong Hao*. An end-to-end entity recognition and disambiguation framework for identifying Author Affiliation from literature publications. ACL Workshop on Scholarly Document Processing (2024). pages 120–129. 2024.
  26. Shunhao Li, Jiale Chen, enliang Yan, Choujun Zhan, Fu Lee Wang, Tianyong Hao*. MJR: Multi-head Joint Reasoning on Language Models for Question Answering. IEEE International Conference on Systems, Man, and Cybernetics (SMC), accepted in 2024. (CCF C)
  27. Lianghong Lin, Heng Weng, Enliang Yan, Choujun Zhan, Fu Lee Wang, Tianyong Hao. A Bibliometric Analysis of Leveraging Artificial Intelligence Technology for Global Pandemics. BESC 2024. Published: 01 Jan 2024 (EI)
  28. Shaopei Long, Yong Li, Heng Weng, Buzhou Tang, Fu Lee Wang, Tianyong Hao*. Trilinear Distillation Learning and Question Feature Capturing for Medical Visual Question Answering. Communications in Computer and Information Science (CCIS, volume 2183), Pages 162-177, 2024, By NCAA 2024. (EI)
  29. Jingjing Lan, Rongjiao Liang, Hai Liu, Chaobo He, Tianyong Hao. Improving Dialogue State Tracking with Interactive Acts Attention and Attention Divergence Loss Function. Communications in Computer and Information Science (CCIS, volume 2183), Pages 116-131, 2024, By NCAA 2024. (EI)
  30. Qixuan Zhang, Jiale Chen, Haitao Wang, Xinyu Cao, Wei Jie, Tianyong Hao. ESert: An Enhanced Span-Based Model for Measurable Quantitative Information Extraction from Medical Texts. Communications in Computer and Information Science (CCIS, volume 2183), Pages 17-32, 2024, By NCAA 2024. (EI)
  31. Xuelian Dong, Jiale Chen, Heng Weng, Zili Chen, Fu Lee Wang, Tianyong Hao. A New Multi-level Knowledge Retrieval Model for Task-Oriented Dialogue. Communications in Computer and Information Science (CCIS, volume 2183), Pages 46-60, 2024, By NCAA 2024. (EI)
  32. Shunhao Li, Zixin Zhong, Enliang Yan, Tianyong Hao. Shared Task on NCAA 2024: Chinese Diabetes Question Classification. Communications in Computer and Information Science (CCIS, volume 2182), Pages 337-347, 2024, By NCAA 2024. (EI)
  33. Qihao Yang, Yong Li, Xuelin Wang, Fu Lee Wang, Tianyong Hao*. PolCLIP: A Unified Image-Text Word Sense Disambiguation Model via Generating Multimodal Complementary Representations. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL) (Volume 1: Long Papers), pages 10676–10690, August 11-16, 2024 (CCF A)
  34. Zhengxuan Song, Xun Liu, Wenhao Zhang, Yongyi Gong, Tianyong Hao, Kun Zeng. GNet: A Shape-prior Guided Network for Medical Image Segmentation. The 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024). Accepted in 2024 (CCF A)
  35. Qihao Yang, Xuelin Wang, Yong Li, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao, MTA: A Lightweight Multilingual Text Alignment Model for Cross-language Visual Word Sense Disambiguation. IEEE International Conference on Acoustics, Speech and Signal Processing. 14-19 April 2024, 10.1109/ICASSP48485.2024.10447455 (CCF B)
    2023
  1. (Book) Haijun Zhang, Yinggen Ke, Zhou Wu, Tianyong Hao, Zhao Zhang, Weizhi Meng, Yuanyuan Mu. International Conference on Neural Computing for Advanced Applications. Communications in Computer and Information Science. ISBN 978-981-99-5844-3. DOI: 10.1007/978-981-99-5844-3, Springer 2023.
  2. (Book) Haijun Zhang, Yinggen Ke, Zhou Wu, Tianyong Hao, Zhao Zhang, Weizhi Meng, Yuanyuan Mu.International Conference on Neural Computing for Advanced Applications. Communications in Computer and Information Science. ISBN 978-981-99-5847-4. DOI: 10.1007/978-981-99-5847-4, Springer 2023.
  3. (Book) Buzhou Tang, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Tianyong Hao, Yanshan Wang, Haitian Wang. Health Information Processing. Communications in Computer and Information Science. ISBN 978-981-19-9864-5. Springer 2023-02-22.
  4. (Book) Buzhou Tang, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Tianyong Hao, Yanshan Wang, Haitian Wang, Jianbo Lei, Zuofeng Li, Hui Zong. Health Information Processing. Communications in Computer and Information Science. ISBN 978-981-99-4825-3. Springer 2023-02-22.
  5. Tiezheng Mao, Tianyong Hao, Jialing Fu, Osamu Yoshie. Hierarchical graph fusion network and a new argumentative dataset for multiparty dialogue discourse parsing.Information Processing & Management. Volume 61, Issue 2, 2024. (SCI, IF 8.6, Q1, 中科院大类一区)
  6. Zhipeng Liu, Jing He, Tao Gong, Heng Weng, Fu Lee Wang, Hai Liu, Tianyong Hao. Improving Topic Tracing with A Textual Reader for Conversational Knowledge Based Question Answering. IEEE Transactions on Emerging Topics in Computational Intelligence. Accepted in 2023. (SCI, IF 5.3, Q1, 中科院大类二区)
  7. Hengdong Zhu, Wenxiu Xie, Yuanyuan Mu, Juan Xu, Fu Lee Wang, Yingying Qu*, Tianyong Hao*. A New Semi-Supervised Fuzzy K-means Clustering Method with Dynamic Adjustment and Label Discrimination. Neural Computing and Applications. Accepted in 2023. (SCI, IF 6.0, Q1, 中科院大类二区)
  8. Yong Li, Qihao Yang, Fu Lee Wang, Lap-Kei Lee, Yingying Qu*, Tianyong Hao*. Asymmetric Cross-Modal Attention Network with Multimodal Augmented Mixup for Medical Visual Question Answering. Artificial Intelligence In Medicine. Accepted in Sep. 2023 (SCI, IF 7.5, Q1, 中科院大类一区, Top期刊)
  9. Mingbo Zhao, Zhou Wu, Zhao Zhang, Tianyong Hao, Zhiwei Meng, Reza Malekian. Special issue on neural computing and applications 2020. Neural Computing and Applications. 35, pages12243–12245, 18 April 2023. (SCI, IF 6.0, Q1, 中科院大类二区)
  10. Enliang Yan*, Shikuan Hao, Tao Zhang, Tianyong Hao,*, Qiliang Chen,* , Jianping Yu. Graph Representation Learning Method Based on Three-Way Partial Order Structure. International Journal of Approximate Reasoning. Accepted (SCI)
  11. Mo Di, Huang Bangrui, Wang Haitao, Cao Xinyu, Keqin Gan, Jie Wei, Heng Weng, Hao Tianyong*. SCLert: A Span-based Joint Model for Measurable Quantitative Information Extraction from Chinese Texts. IEEE Transactions on Consumer Electronics. Accepted in 2023 (SCI, IF 4.41)
  12. Kairong Hu, Xiaozhi Zhu, Hai Liu, Yingying Qu*, Fu Lee Wang, Tianyong Hao*. Convolutional Neural Network-Based Entity-specific Common Feature Aggregation for Knowledge Graph Embedding Learning. IEEE Transactions on Consumer Electronics. Accepted in 2023 (SCI, IF 4.41)
  13. Yuanxia Liu, Tianyong Hao, Hai Liu*, Yuanyuan Mu, Heng Weng, Fu Lee Wang. OdeBERT: One-stage Deep-supervised Early-exiting BERT for Fast Inference in User Intent Classification. ACM Transactions on Asian and Low-Resource Language Information Processing. Accepted in 2023.3 (SCI, IF 2.0)
  14. Yong Li, Zhenguo Yang, Tianyong Hao, Qing Li, Wenyin Liu. Pixel-level and Perceptual-level Regularized Adversarial Learning for Joint Motion Deblurring and Super-resolution. Neural Processing Letter. 55(2): 905-926, 2023 (SCI, IF 3.1)
  15. Lianghong Lin, Likeng Liang, Maojie Wang, Runyue Huang, Mengchun Gong, Guangjun Song, Tianyong Hao. A bibliometric analysis of worldwide cancer research using machine learning methods. Cancer Innovation, Volume2, Issue3, Pages 219-232, 2023 (中国卓越期刊行动计划)
  16. Choujun Zhan, and Mingbo Zhao, and Guanzhi Li, and Du Yin, Fujian Wu, and Tianyong Hao, RF-MAF-AttnGRU:A Novel Hybrid Machine Learning Model for Stock Price Prediction and Algorithmic Trading. Available at SSRN: https://ssrn.com/abstract=4383372 or http://dx.doi.org/10.2139/ssrn.4383372
  17. 杨玲 , 翁衡 , 肖波 , 欧阳光 , 郝天永 , 陈全福.《实用医学杂志》, 2023年15期, 2023.9
  18. 郝天永, 莫迪, 王海涛, 曹馨宇. 浅谈可度量数量信息抽取发展与展望. 中国计算机学会通讯. 2023年第9期. 2023
  19. 钱晓波、谢文秀、龙绍沛、兰牧融、慕媛媛、郝天永*. 中文糖尿病问题分类体系及标注语料库构建研究. 中文信息学报. 2023年录用 (CCF推荐中文高质量期刊T1)
  20. Qihao Yang, Xuelin Wang, Yong Li, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao, Mta: A Lightweight Multilingual Text Alignment Model for Cross-language Visual Word Sense Disambiguation. IEEE International Conference on Acoustics, Speech and Signal Processing. Accepted in 2023 (CCF-B)
  21. Rongying Li, Wenxiu Xie, John Lee, Tianyong Hao*. SCA-CLS: A New Semantic-Context-Aware Framework for Community-Oriented Lexical Simplification. By NLPCC 2023. (EI, CCF-C)
  22. Shaopei Long, Yong Li, Xiaobo Qian, Kun Zeng, Fu Lee Wang and Tianyong Hao*. Trilinear Distillation Learning and Question Feature Capturing for Medical Visual Question Answering. APBC 2023 (CCF-C)
  23. Ru Peng, Nankai Lin, Yi Fang, Shengyi Jiang, Tianyong Hao, Boyu Chen and Junbo Zhao. Deps-SAN: Neural Machine Translation with Dependency-Scaled Self-Attention Network. LNCS 13625, pp. 26-37. By ICONIP 2022. (CCF-C)
  24. Guanhua Chen, Qiqi Xu, Choujun Zhan, Fu Lee Wang, Kuanyan Zhu, Liu Hai and Tianyong Hao. A Triplet-Contrastive Representation Learning Strategy for Open Intent Detection. Communications in Computer and Information Science, Vol. 1870, pp 229-244, 2023. By NCAA 2023. (EI, best paper award finalist)
  25. Jingjing Lan, Hai Liu*, Chaobo He, and Tianyong Hao. Interactive acts-based attentive model for Dialogue State Tracking. The international conference on data science. Accepted in 2023.
  26. Chen T, Qiu W, Zhu F, Zhu H, Li S, Wang M, Hao T. Time Series Prediction Models for Assisting the Diagnosis and Treatment of Gouty Arthritis[C]. China Health Information Processing Conference 2023, 2023, 1772.
  27. Xiaobo Qian, Shunhao Li, Weihan Qiu, Tao Chen, Maojie Wang, Tianyong Hao*. Shared Task 1 on NCAA 2023: Chinese Diabetes Question Classification. Communications in Computer and Information Science, Vol. 1870, pp 591-596, 2023. By NCAA 2023. (EI)
  28. Chen W, Qiu W, Chen T, Xu Y, Zhang X, Chen X, Huang R, Wang M. Discovering Combination Patterns of Traditional Chinese Medicine for the Treatment of Gouty Arthritis with Renal Dysfunction[C]. China Health Information Processing Conference 2022, 2022, 1772.
  29. Qiqi Xu, Guanhua Chen, Lan Shuai, Shi Pu, Hai Liu*, Tianyong Hao. A Positive-Negative Dual-View Model for Knowledge Tracing. Communications in Computer and Information Science, Vol. 1870, pp 492-504, 2023. By NCAA 2023. (EI)
  30. Yuyu Luo, Yi Xie, Enliang Yan, Lap-Kei Lee, Tianyong Hao*. A User Intent Recognition Model for Medical Queries Based on Attentional Interaction and Focal Loss Boost. Communications in Computer and Information Science, Vol. 1870, pp 245-259, 2023. By NCAA 2023. (EI)
  31. Zhanjie Mai, Pengjiu Yu, Chunli Liu, Qun Luo, Li Wei, Tianyong Hao. An Enhanced Model Based on Recurrent Convolutional Neural Network for Predicting the Stage of Chronic Obstructive Pulmonary Diseases. Communications in Computer and Information Science, Vol. 1870, pp 179-190, 2023. By NCAA 2023. (EI)
  32. Shaopei Long, Zhenguo Yang, Yong Li, Xiaobo Qian, Kun Zeng, Tianyong Hao*. A Multi-level Attention-based Multimodal  Fusion Model for Medical Visual Question Answering. Communications in Computer and Information Science, Vol. 1870, pp 179-190, 2023. By NCAA 2023. (EI)
  33. Zhengxuan Song, Xun Liu, Yongyi Gong, Tianyong Hao, Kun Zeng*. A Two-Stage Framework for Kidney Segmentation in Ultrasound Images. Communications in Computer and Information Science, Vol. 1870, pp 60-74, 2023. By NCAA 2023. (EI)
  34. Rongying Li, Wenxiu Xie, Jiayin Song, Leung-Pun Wong, Fu Lee Wang and Tianyong Hao. A Context-Driven Merge-Sort Model for Community-Oriented Lexical Simplification. IEEE International Symposium on Product Compliance Engineering-Asia (IEEE ISPEC-AS), pp. 1-6, doi: 10.1109/ISPCE-ASIA57917.2022.9971098. 2022. (EI)

学生指导 (Student supervision)

  • 指导学生陈昱冰、余振坤、周旻昀项目《基于多模态大模型的个性化视唱练耳学习系统研究与实现》获大学生创业创业比赛-创新训练项目立项，2026.1
  • 指导学生黄邦锐、莫迪获得发明专利授权《一种基于强化学习的实体语义关联推理方法及系统. 2026.1
  • 指导学生韦超宇获BESC2025国际会议最佳论坛论文奖. Collegial Panel Mechanism legal Judgement Prediction Via Majority Voting and Rationale Generation. 中国香港, 2025.10
  • 指导学生获中国国际大学生创新大赛广东省赛，银奖，医联智能—Al for Science驱动医学科研创新的引领者，2025.8
  • 指导学生黄玮获NCAA2025国际会议最佳论文奖（160篇论文中2篇论文获奖），2025.7
  • 学生刁佳利（本科）、杨起豪（硕士）（学院仅2个）获华南师范大学2025届优秀毕业生，2025.6
  • 学生邓智杰、蔡帅琪获2025届校级优秀本科毕业论文（设计），2025.6
  • 学生邓智杰、刁佳俐、杨灿杭、陈俊豪获2024-2025学年优秀学生奖学金获奖，2025.5
  • 学生杨起豪获国家奖学金，2025.3
  • 学生李舜浩、杨起豪、陈家乐、钟梓欣、韦超宇、董雪莲获得硕士研究生学业奖学金一等奖，朱恒东获得博士研究生学业奖学金一等奖，2025.3
  • 学生蔡凯宜、戴建衡获得24-25年度优秀本科生综合奖一等奖，2025.3
  • 指导学生获CCF科技创业大赛AI+社会服务赛道，全国二等奖，医联智能—大模型赋能生殖医学课题工作的领航者，叶飞弘等，2024.11
  • 指导学生获中国国际大学生创新创业大赛（2024），省赛银奖，医联智能—大模型赋能生殖医学课题工作的领航者，学生叶飞弘、王鑫等，2024.9
  • 指导学生获第十四届挑战杯广东省大学生创业计划竞赛，省赛铜奖，华康智眠-智慧睡眠新生态的破局者，覃小洁等，2024
  • 指导学生获广东省大学生程序设计竞赛，省赛二等奖，辨质问方—基于TCNet+PdBERT多模态信息融合的中医体质诊断与健康咨询平台， 廖志成、邓智杰、林庆、梁永燊，2024.5
  • 指导学生获广东省大学生程序设计竞赛，省赛二等奖，糖医云影—智能糖尿病健康助手，雷娅捷、戴巧贤、邓国浩、黄智恒、兰牧融，2024.5
  • 第十四届“挑战杯”广东大学生创业计划竞赛，省赛奖，庄树烨、王梓宇、曹宏、徐靖凯、罗开心、何家安、麦文杰、朱俊羽，2024.5
  • 指导学生获全国大学生数学建模竞赛本科组二等奖，张科禄、谭可慧、蔡晴茹，2024.4
  • 指导学生获华南师范大学2022-2023学年优秀研究生先进个人，莫迪，2024.4
  • 指导学生获华南师范大学2022-2023学年优秀学生奖学金，一等奖，兰牧荣，2024.3
  • 指导学生李勇获广东省计算机学会优秀论文奖，三等奖，李勇排名第一, 2024.2
  • 指导学生胡凯荣获广东省计算机学会优秀论文奖，三等奖，胡凯荣排名第一, 2024.2
  • 学生杨起豪、朱恒东在粤港澳大湾区研究生学术论坛中，获一等奖、二等奖, 2023-10
  • 华南师范大学2023届优秀本科毕业论文(设计)：候智天、罗添，2023-6
  • 学生钱晓波获NCAA 2023 Best Student Service奖，2023.7
  • 实验室学生陈冠华、许琪琪获NCAA 2023 best paper award finalist奖，2023.7
  • 指导学生黄俊豪、兰牧融、黄智恒获广东省大学生计算机设计大赛，三等奖, 2023.9
  • 学生兰牧融等进入第十六届全国大学生创新创业年会，华师三支队伍之一，2023.7
  • 学生李彩桦等获大学生创新创业大赛项目(国家级)，2023-06
  • 学生李勇获广东省计算机学会优秀论文奖，三等奖，李勇排名第一, 2023.2
  • 梁礼铿获广东省计算机学会优秀论文奖，三等奖，梁礼铿排名第一, 2023.2
  • 学生获2023届百名优秀毕业生：候智天, 2023
  • 华南师范大学2022-2023学年优秀学生奖学金，候智天获二等奖, 2023
  • 指导硕士生杨起豪获著名国际比赛SemEval-2023 Task-1 - Visual Word Sense Disambiguation (Visual-WSD)比赛 全球综合成绩第一名(两个单项第一)，2023

知识产权 (Intellectual Property)

  • ISO国际标准（已发布）: 正式发布, ISO 24617-11, Language resource management -- Semantic annotation framework (SemAF) -- Part 11: Measurable Quantitative Information (MQI), Project leader: Tianyong Hao, Haitao Wang，2021/08, 项目负责人 (1/15)
  • ISO国际标准（已发布）：ISO 24617-15, Language resource management -- Semantic annotation framework (SemAF) -- Part 15: Measurable Quantitative Information Extraction (SemAF-MQIE), Project leader: Tianyong Hao, Haitao Wang, 2025, 项目负责人 (1/16)
  • ISO国际标准（PWI）：ISO/PWI 24617-19 Language resources management -- Semantic annotation framework (SemAF) -- Part 19: Lexical semantic similarity, Project leaders: Tianyong Hao, Haitao Wang, 2024, 项目负责人
  • 国家标准（已发布）. 语言资源管理 语义标注框架 第11部分：可度量数量信息（MQI）(Language resource management—Semantic annotation framework—Part 11: Measurable quantitative information (MQI)). 标准号GB/T 44217.11-2024，归口：全国语言与术语标准化技术委员会, 发布时间2024-07-24，实施时间2025-02-01，主要起草人(1/20) Link
  • 国家标准（已发布）. 语言资源管理 语义标注框架 第6部分：语义标注原则 (Language resource management—Semantic annotation framework—Part 6:Principles of semantic annotation). 标准号GB/T 44217.6-2024，归口：全国语言与术语标准化技术委员会, 发布时间2024-07-24，实施时间2025-02-01，主要起草人(3/20) Link
  • 国家标准（已发布）. 术语工作 计算机应用 术语信息置标框架 (Tagging framework based XML structurizing of national standard). 标准号GB/T 29181-2024，归口：全国语言与术语标准化技术委员会, 发布时间2024-07-24，实施时间2025-02-01，主要起草人(14/23) Link
  • 国家标准（已发布）. 术语资源管理 术语数据库交换（TBX）(Management of terminology resources—TermBase eXchange (TBX)). 标准号GB/T 44227-2024，归口：全国语言与术语标准化技术委员会, 发布时间2024-07-24，实施时间2025-02-01，主要起草人(9/24)
  • 国家标准. 基于文本数据的金融风险防控要求. 标准号GB/T 41462-2022，国家市场监督管理总局、中国国家标准化管理委员会, 归口：中国人民银行, 发布日期2022-04-15，实施日期2022-11-01，主要起草人(5/31)
  • 国家标准. 建立术语数据库的一般原则与方法 (General principles and methods for establishing terminology database). 标注号GB/T 13725-2019，发布时间2019-08-30，实施时间2020-03-01，主要起草人(4/12)
  • 国家标准. 术语工作 原则与方法 (Terminology work—Principles and methods). 标注号GB/T 10112-2019，发布时间2019-08-30，实施时间2020-03-01，主要起草人(9/13)
  • 国家标准. 汉语言文化学习资源应用评价 (Evaluation of Chinese language and culture learning resources in practice). 标注号GB/T 37998-2019，发布时间2019-08-30，实施时间2020-03-01，主要起草人(8/18)
  • 国家标准. 汉语言文化学习资源分类 (Classification of Chinese language and culture learning resources). 标注号GB/T 37975-2019，发布时间2019-08-30，实施时间2020-03-01，主要起草人(8/17)
  • 国家标准. 基于XML的国家标准结构化置标框架 (Tagging framework based XML structurizing of national standard). 标注号GB/T 37967-2019，发布时间2019-08-30，实施时间2020-03-01，主要起草人(11/20)
  • 专利: Chunshen Zhu, Tianyong Hao. US patent application no 13/527,314. Method, system and medium for character conversion between different regional versions of a language especially between Simplified Chinese and Traditional Chinese. 申请号: 20130338994, 美国发明专利, 授权专利号US9,311,302 B2 Link
  • 专利: Chunshen Zhu, Tianyong Hao. Multi-mode Color Marking Scheme for Conversion Tracking in Simplified-Traditional Chinese Character (PWG/PA/275/1/2012, 申请号201210207765.3, 公开号103514152A). 简繁中文转换中的标识追踪方法及装置. 中国发明专利, 授权专利号ZL 2012 1 0207765.3, 授权时间2017/1/18
  • 专利: Chunshen Zhu, Tianyong Hao. A pattern-based method for Simplified-Traditional Chinese character conversion (PWG/PA/278/1/2012, 申请号 201210284530.4, 公开号103577396A). 生成简繁转换模版及基于模版进行简繁转换的方法、系统. 中国发明专利, 授权专利号ZL201210284530.4, 授权时间2017/4/12
  • 专利: Chunshen Zhu, Tianyong Hao. A method for differentiating and processing multilingual punctuation marks in Chinese character (PWG/PA/276/1/2012, 申请号201210200998.0, 公开时间2014/01/15至今, 公开号103514145A). 标点符号转换方法及装置. 中国发明专利, 授权专利号ZL 201210200998.0, 授权时间2017/7/18
  • 发明专利（已授权）：郝天永、谢文秀、瞿瑛瑛. 一种问题目标特征自动识别和抽取方法. 中国发明专利. 授权号ZL201910192494.0, 授权时间2024/01/02.
  • 发明专利（已授权）：郝天永、郭旭昇、瞿瑛瑛. 一种医学问题信息处理方法、装置和存储介质. 中国发明专利. 专利号ZL 2020 1 0194442.X，授权时间2023/12/12
  • 发明专利（已授权）：郝天永、瞿瑛瑛. 一种医学问答系统的多模型融合方法. 中国发明专利. 专利号ZL 202010353908.6，授权时间2023/08/11
  • 发明专利（已授权）：郝天永、李文 一种学习策略生成方法、系统、装置及存储介质. 中国发明专利. 专利号ZL 202110203273.6，授权时间 2023/06/09
  • 发明专利（已授权）：郝天永、雷顺威、瞿瑛瑛. 文本分类模型调优的超参数推荐方法、装置及存储介质. 中国发明专利. 专利号 ZL 2021 1 0496595.4，授权时间2023-09-26.
  • 发明专利（已授权）：郝天永、雷顺威、瞿瑛瑛. 一种文本分类方法、装置及存储介质. 中国发明专利. 专利号 ZL2021 1 0536710.6，授权时间2023/12/26
  • 发明专利（已授权）：郝天永、谢燚.基于重要程度和优先级的组卷方法、装置、设备及介质. 中国发明专利. 专利号ZL 202110677060.7,授权时间 2023/05/30
  • 发明专利（已授权）：郝天永、李文. 一种试卷分析方法、装置、电子设备及存储介质. 中国发明专利.专利号 ZL 202110677255.1,授权时间2023/01/10
  • 发明专利（已授权）：郝天永、陈木森. 一种印染配色的多模型融合方法、装置、设备及介质. 中国发明专利. 专利号：ZL 2021 1 0783420.1，授权时间 2023/09/26
  • 发明专利（已授权）：郝天永、陈木森、曾宪中.一种印染配色数据集构建方法、装置、设备及介质. 中国发明专利. 专利号：ZL202110783488.X,2024-03-19
  • 发明专利（已授权）：郝天永、黄邦锐、莫迪. 一种基于强化学习的实体语义关联推理方法及系统. 中国发明专利. 专利号ZL202211425472.2,授权时间2026/01/02
  • 发明专利（已授权）：郝天永、黄邦锐、莫迪、王海涛、曹馨宇. 一种文档语义信息的处理方法、系统、装置及介质. 中国发明专利. 申请号2023102270790, 2026-03-09

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文本分析与挖掘实验室 (Text Analytics and Mining Lab) - 华南师范大学石牌校区校区计算机学院.