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2025 Conference Publication Recent advances on multi-modal dialogue systems: a surveyCheng, Fenghua, Li, Xue, Wu, Haoyang, Sang, Jiangcheng and Zhao, Wenqi (2025). Recent advances on multi-modal dialogue systems: a survey. 20th International Conference, ADMA 2024, Sydney, NSW, Australia, 3 - 5 December 2024. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-96-0847-8_3 |
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2025 Conference Publication Automatic summarization of life-critical situations by generative AISun, Yuxuan and Li, Xue (2025). Automatic summarization of life-critical situations by generative AI. 20th International Conference, ADMA 2024, Sydney, NSW, Australia, 3 - 5 December 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-981-96-0840-9_5 |
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2025 Conference Publication TinyMetaFed: efficient federated meta-learning for TinyMLRen, Haoyu, Li, Xue, Anicic, Darko and Runkler, Thomas A. (2025). TinyMetaFed: efficient federated meta-learning for TinyML. International Workshops of ECML PKDD 2023, Turin, Italy, 18 - 22 September 2023. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-74640-6_10 |
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2024 Conference Publication Evidence sentence augmented sequence-to-sequence method for document-level relation extractionDai, Qizhu, Zhong, Jiang, Li, Kuan, Li, Rongzhen, Wang, Chen, Yang, Xuejiao, Yang, Sen and Li, Xue (2024). Evidence sentence augmented sequence-to-sequence method for document-level relation extraction. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 3-6 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/bibm62325.2024.10822111 |
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2024 Conference Publication Contrastive learning enhanced graph relation representation for document-level relation extractionDai, Qizhu, Zhong, Jiang, Li, Kuan, Li, Rongzhen, Wang, Chen, Lv, Lebin, Chen, Wenjun and Li, Xue (2024). Contrastive learning enhanced graph relation representation for document-level relation extraction. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 3-6 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/bibm62325.2024.10822629 |
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2024 Conference Publication Enhancing NER with Sentence-Level Entity Detection as an Simple Auxiliary TaskWang, Chen, Hu, Cong, Zhong, Jiang, Liu, Huawen, Li, Qi, Yu, Donghua and Li, Xue (2024). Enhancing NER with Sentence-Level Entity Detection as an Simple Auxiliary Task. 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, 30 August-1September 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-981-97-7232-2_2 |
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2024 Conference Publication CaseLink: inductive graph learning for legal case retrievalTang, Yanran, Qiu, Ruihong, Yin, Hongzhi, Li, Xue and Huang, Zi (2024). CaseLink: inductive graph learning for legal case retrieval. 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Washington, DC, United States, 14-18 July 2024. New York, NY, United States: ACM. doi: 10.1145/3626772.3657693 |
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2024 Conference Publication Privacy-preserving and fairness-aware federated learning for critical infrastructure protection and resilienceZhang, Yanjun, Sun, Ruoxi, Shen, Liyue, Bai, Guangdong, Xue, Minhui, Meng, Mark Huasong, Li, Xue, Ko, Ryan and Nepal, Surya (2024). Privacy-preserving and fairness-aware federated learning for critical infrastructure protection and resilience. WWW '24: ACM Web Conference 2024, Singapore, Singapore, 13-17 May 2024. New York, NY, United States: ACM. doi: 10.1145/3589334.3645545 |
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2024 Conference Publication Privacy-preserving disease prediction with secure data deduplication on untrusted cloud serversJain, Khushi, Singh, Priyanka and Li, Xue (2024). Privacy-preserving disease prediction with secure data deduplication on untrusted cloud servers. 2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, CA, United States, 7 - 9 August 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/MIPR62202.2024.00114 |
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2024 Conference Publication Event-content-oriented dialogue generation in short videoCheng, Fenghua, Li, Xue, Huang, Zi, Wang, Jinxiang and Wang, Sen (2024). Event-content-oriented dialogue generation in short video. 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Mexico City, Mexico, 16-21 June 2024. Kerrville, TX, United States: Association for Computational Linguistics (ACL). doi: 10.18653/v1/2024.naacl-long.229 |
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2024 Conference Publication CaseGNN: graph neural networks for legal case retrieval with text-attributed graphsTang, Yanran, Qiu, Ruihong, Liu, Yilun, Li, Xue and Huang, Zi (2024). CaseGNN: graph neural networks for legal case retrieval with text-attributed graphs. 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, United Kingdom, 24 - 28 March 2024. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-56060-6_6 |
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2024 Conference Publication Facilitating message passing with potential links for knowledge graph completionYin, Hong, Zhong, Jiang, Li, Rongzhen, Wang, Jiaqi, Wang, Chen, Qizhu, Dai and Li, Xue (2024). Facilitating message passing with potential links for knowledge graph completion. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, 14-19 April 2024. Piscataway, NJ: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/ICASSP48485.2024.10446669 |
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2024 Conference Publication CDER: Collaborative evidence retrieval for document-level relation extractionTran, Khai Phan and Li, Xue (2024). CDER: Collaborative evidence retrieval for document-level relation extraction. 16th Asian Conference, ACIIDS 2024, Ras Al Khaimah, UAE, 15-18 April 2024. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-97-4982-9_3 |
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2024 Conference Publication Enhancing continual relation extraction with concept aware dynamic memory optimizationZhou, Tianyu, Li, Rongzhen, Zhong, Jiang, Dai, Qizhu, Liu, Yuxuan and Li, Xue (2024). Enhancing continual relation extraction with concept aware dynamic memory optimization. 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, 30 August - 1 September 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-981-97-7232-2_16 |
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2023 Conference Publication Joint learning-based multiple documents heterogeneous graph inference for biomedical entity linkingDai, Qizhu, Lei, Qin, Zhong, Jiang, Li, Xue, Wang, Chen, Yin, Hong and Li, Rongzhen (2023). Joint learning-based multiple documents heterogeneous graph inference for biomedical entity linking. 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Istanbul, Turkiye, 5-8 December 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/bibm58861.2023.10385533 |
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2023 Conference Publication Context-based masking for spontaneous venous pulsations detectionSheng, Hongwei, Yu, Xin, Li, Xue and Golzan, Mojtaba (2023). Context-based masking for spontaneous venous pulsations detection. 36th Australasian Joint Conference on Artificial Intelligence, AJCAI 2023, Brisbane, QLD Australia, 28 November –1 December 2023. Singapore: Springer. doi: 10.1007/978-981-99-8388-9_42 |
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2023 Conference Publication Prompt-based effective input reformulation for legal case retrievalTang, Yanran, Qiu, Ruihong and Li, Xue (2023). Prompt-based effective input reformulation for legal case retrieval. 34th Australasian Database Conference, Melbourne, VIC Australia, 1-3 November 2023. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-031-47843-7_7 |
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2023 Conference Publication Object detection difficulty: suppressing over-aggregation for faster and better video object detectionZhang, Bingqing, Wang, Sen, Liu, Yifan, Kusy, Brano, Li, Xue and Liu, Jiajun (2023). Object detection difficulty: suppressing over-aggregation for faster and better video object detection. 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON Canada, 29 October - 3 November 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3581783.3612090 |
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2023 Conference Publication Enhancing document-level relation extraction with relation- pecific entity representation and evidence sentence augmentationDai, Qizhu, Zhong, Jiang, Zhu, Wei, Wang, Chen, Yin, Hong, Lei, Qin, Li, Xue and Li, Rongzhen (2023). Enhancing document-level relation extraction with relation- pecific entity representation and evidence sentence augmentation. 26th European Conference on Artificial Intelligence, Kraków, Poland, 30 September-4 October 2023. Bristol, United Kingdom: IOS Press. doi: 10.3233/FAIA230312 |
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2023 Conference Publication PRRD: pixel-region relation distillation for efficient semantic segmentationWang, Chen, Zhong, Jiang, Dai, Qizhu, Qi, Yafei, Li, Rongzhen, Lei, Qin, Fang, Bin and Li, Xue (2023). PRRD: pixel-region relation distillation for efficient semantic segmentation. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 4-10 June 2023. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICASSP49357.2023.10094967 |
