|
2026 Journal Article Learning from tabular data with out-of-distribution characteristicsGinanjar, Achmad, Li, Xue, Singh, Priyanka and Hua, Wen (2026). Learning from tabular data with out-of-distribution characteristics. Knowledge-Based Systems, 347 116265, 1-11. doi: 10.1016/j.knosys.2026.116265 |
|
2026 Journal Article Cassette: Case-to-Case Structural Distillation for Efficient Legal Case RetrievalTang, Yanran, Qiu, Ruihong, Yin, Hongzhi, Li, Xue and Huang, Zi (2026). Cassette: Case-to-Case Structural Distillation for Efficient Legal Case Retrieval. ACM Transactions on Information Systems, 44 (5) 3816732, 1-27. doi: 10.1145/3816732 |
|
2026 Conference Publication PIXEL: Adaptive Steering Via Position-wise Injection with eXact Estimated Levels under a Subspace CalibrationYu, Manjiang, Li, Hongji, Singh, Priyanka, Li, Xue, Wang, Di and Hu, Lijie (2026). PIXEL: Adaptive Steering Via Position-wise Injection with eXact Estimated Levels under a Subspace Calibration. New York, NY, USA: ACM. doi: 10.1145/3774904.3792273 |
|
2026 Conference Publication Random client selection for contrastive federated learning in parameter poisoning attacksGinanjar, Achmad, Li, Xue, Singh, Priyanka and Hua, Wen (2026). Random client selection for contrastive federated learning in parameter poisoning attacks. 2026 IEEE 5th International Conference on Computing and Machine Intelligence (ICMI), Al-Ahsa, Saudi Arabia, 9-10 April 2026. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icmi68585.2026.11539928 |
|
2026 Journal Article LEXA: legal case retrieval via graph contrastive learning with contextualised LLM embeddingsTang, Yanran, Qiu, Ruihong, Liu, Yilun, Li, Xue and Huang, Zi (2026). LEXA: legal case retrieval via graph contrastive learning with contextualised LLM embeddings. World Wide Web, 29 (2) 20, 1-30. doi: 10.1007/s11280-026-01407-w |
|
2026 Conference Publication Effectiveness of artificial intelligence-driven personalised nutrition programs: a systematic review of real-world implementationKanmiki, Edmund Wedam, Thomas, Preetha, Li, Xue, Duong, Linh, Zalbahar, Nurzalinda B., Mohamed, Hamid Jan Jan, Mamun, Mashrafee, Tithi, Afia Anzum, Khusun, Helda and Mamun, Abdullah (2026). Effectiveness of artificial intelligence-driven personalised nutrition programs: a systematic review of real-world implementation. Australasian Society for Behavioural Health and Medicine 2026 Conference (ASBHM2026), Auckland, New Zealand, 11-13 February 2026. |
|
2026 Book Chapter Adaptive token-weighted differential privacy for LLMs: not all tokens require equal protectionYu, Manjiang, Singh, Priyanka, Li, Xue and Cao, Yang (2026). Adaptive token-weighted differential privacy for LLMs: not all tokens require equal protection. Computer Security. ESORICS 2025 International Workshops: ANUBIS 2025, SECAI 2025, SecAssure 2025, STMUS 2025, Toulouse, France, September 22–24, 2025, Revised Selected Papers, Part II. (pp. 456-473) Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-032-16092-8_25 |
|
2026 Conference Publication ReaKase-8B: legal case retrieval via knowledge and reasoning representations with LLMsTang, Yanran, Qiu, Ruihong, Li, Xue and Huang, Zi (2026). ReaKase-8B: legal case retrieval via knowledge and reasoning representations with LLMs. 36th Australasian Database Conference, ADC 2025, Sydney, NSW, Australia and Bali, Indonesia, 4-6 December 2025. Heidelberg, Germany: Springer. doi: 10.1007/978-981-95-6196-4_22 |
|
2025 Conference Publication PROTECT: Privacy-Preserving Digital Document Forgery DetectionListiyani, Devi, Singh, Priyanka and Li, Xue (2025). PROTECT: Privacy-Preserving Digital Document Forgery Detection. 2025 IEEE 8th International Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, CA United States, 6-8 August 2025. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/mipr67560.2025.00082 |
|
2025 Conference Publication Quantifying and narrowing the unknown: interactive text-to-video retrieval via uncertainty minimizationZhang, Bingqing, Cao, Zhuo, Du, Heming, Li, Yang, Li, Xue, Liu, Jiajun and Wang, Sen (2025). Quantifying and narrowing the unknown: interactive text-to-video retrieval via uncertainty minimization. 2025 IEEE/CVF International Conference on Computer Vision (ICCV), Honolulu, HI, United States, 19-25 October 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iccv51701.2025.02054 |
|
2025 Conference Publication Continual contrastive learning on tabular data with out of distributionGinanjar, Achmad, Li, Xue, Singh, Priyanka and Hua, Wen (2025). Continual contrastive learning on tabular data with out of distribution. European Symposium on Artificial Neural Networks 2025, Bruges, Belgium, 23-25 April 2025. Louvain-la-Neuve, Belgium: Ciaco. doi: 10.14428/esann/2025.es2025-141 |
|
2025 Conference Publication HTEA: Heterogeneity-aware embedding learning for Temporal Entity AlignmentLi, Jiayun, Hua, Wen, Jin, Fengmei and Li, Xue (2025). HTEA: Heterogeneity-aware embedding learning for Temporal Entity Alignment. WSDM '25: The Eighteenth ACM International Conference on Web Search and Data Mining, Hannover, Germany, 10-14 March 2025. New York, United States: Association for Computing Machinery. doi: 10.1145/3701551.3703588 |
|
2025 Journal Article High-order neighbors aware representation learning for knowledge graph completionYin, Hong, Zhong, Jiang, Li, Rongzhen, Shang, Jiaxing, Wang, Chen and Li, Xue (2025). High-order neighbors aware representation learning for knowledge graph completion. IEEE Transactions on Neural Networks and Learning Systems, 36 (3), 5273-5287. doi: 10.1109/tnnls.2024.3383873 |
|
2025 Conference Publication TokenBinder: Text-Video Retrieval with One-to-Many Alignment ParadigmZhang, Bingqing, Cao, Zhuo, Du, Heming, Yu, Xin, Li, Xue, Liu, Jiajun and Wang, Sen (2025). TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ United States, 26 February - 6 March 2025. Piscataway, NJ United States: IEEE. doi: 10.1109/wacv61041.2025.00485 |
|
2025 Conference Publication FlashVTG: feature layering and adaptive score handling network for video temporal groundingCao, Zhuo, Zhang, Bingqing, Du, Heming, Yu, Xin, Li, Xue and Wang, Sen (2025). FlashVTG: feature layering and adaptive score handling network for video temporal grounding. 2025 Winter Conference on Applications of Computer Vision-WACV, Tucson, AZ, United States, 28 February-4 March 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/wacv61041.2025.00894 |
|
2025 Journal Article A technique to predict bankruptcy using ultimate ownership network as key indicatorsRahayu, Dyah Sulistyowati, Husodo, Zaäfri Ananto, Pidanic, Jan, Li, Xue and Suhartanto, Heru (2025). A technique to predict bankruptcy using ultimate ownership network as key indicators. International Journal of Technology, 16 (1), 275-288. doi: 10.14716/ijtech.v16i1.7516 |
|
2025 Conference Publication Representation learning on out of distribution in tabular dataGinanjar, Achmad, Li, Xue, Singh, Priyanka and Hua, Wen (2025). Representation learning on out of distribution in tabular data. 2025 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT), Bali, Indonesia, 3 - 5 July 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/IAICT65714.2025.11100645 |
|
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 |
|
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 |
|
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 |
