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2026 Journal Article Decoding age-stratified mutational landscapes in CNS lymphoma via genomic and survival profiling for precision oncologyChen, Jiawen, Liu, Hongwei, Tang, Qisheng, Chai, Huihui, Wang, Peng, Zhu, Ruize, Chen, Tong, Li, Tianwen and Shi, Zhifeng (2026). Decoding age-stratified mutational landscapes in CNS lymphoma via genomic and survival profiling for precision oncology. Genes and Diseases, 13 (5) 101934, 101934. doi: 10.1016/j.gendis.2025.101934 |
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2026 Conference Publication ProMax: Exploring the Potential of LLM-derived Profiles with Distribution Shaping for Recommender SystemsZhang, Yi, Zhang, Yiwen, Zheng, Kai, Chen, Tong and Yin, Hongzhi (2026). ProMax: Exploring the Potential of LLM-derived Profiles with Distribution Shaping for Recommender Systems. New York, NY, USA: ACM. doi: 10.1145/3805712.3809600 |
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2026 Conference Publication Prompt-Unknown Promotion Attacks against LLM-based Sequential Recommender SystemsZhao, Yuchuan, Chen, Tong, Yu, Junliang, Wang, Zongwei, Cui, Lizhen and Yin, Hongzhi (2026). Prompt-Unknown Promotion Attacks against LLM-based Sequential Recommender Systems. New York, NY, USA: ACM. doi: 10.1145/3805712.3809691 |
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2026 Journal Article Single-cell analyses identify the ginseng embryonic protoderm as a native compartment for high-efficiency ginsenoside productionLiu, Juan, Zhai, Ning, Zhang, Shiyi, Tamada, Yosuke, Li, Tonghui, Zhang, Linfan, Chen, Tong, Wang, Chenglin, Yang, Jian, Gao, Jiaqi, Li, Xiang, Zhou, Junhui, Zhang, Yonghong, Liu, Yu, Wang, Yuan, Friml, Jiří, Benková, Eva, Li, Chen, Xu, Lin and Huang, Luqi (2026). Single-cell analyses identify the ginseng embryonic protoderm as a native compartment for high-efficiency ginsenoside production. Nature Communications. doi: 10.1038/s41467-026-74881-5 |
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2026 Conference Publication DriftNavi: Talk through Your Data Drift with LLMsWang, Zixin, Yu, Junliang, Chen, Tong, Luo, Yadan and Sadiq, Shazia (2026). DriftNavi: Talk through Your Data Drift with LLMs. New York, NY, USA: ACM. doi: 10.1145/3774905.3793123 |
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2026 Conference Publication ProEx: a unified framework leveraging large language model with profile extrapolation for recommendationZhang, Yi, Zhang, Yiwen, Wang, Yu, Chen, Tong and Yin, Hongzhi (2026). ProEx: a unified framework leveraging large language model with profile extrapolation for recommendation. KDD '26: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Jeju, Korea, 9 - 13 August 2026. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3770854.3780284 |
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2026 Conference Publication Relational Database Distillation: From Structured Tables to Condensed Graph DataGao, Xinyi, Zhang, Jingxi, Chen, Lijian, Chen, Tong, Cui, Lizhen and Yin, Hongzhi (2026). Relational Database Distillation: From Structured Tables to Condensed Graph Data. New York, NY, USA: ACM. doi: 10.1145/3774904.3792734 |
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2026 Conference Publication Efficient content-based recommendation model training via noise-aware coreset selectionTran, Hung Vinh, Chen, Tong, Wen, Hechuan, Nguyen, Quoc Viet Hung, Cui, Bin and Yin, Hongzhi (2026). Efficient content-based recommendation model training via noise-aware coreset selection. WWW '26: Proceedings of the ACM Web Conference 2026, Dubai United Arab Emirates, 13 - 17 April 2026. New York, NY, United States: Association for Computing Machinery, Inc. doi: 10.1145/3774904.3792686 |
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2026 Conference Publication PAMAS: Self-Adaptive Multi-Agent System with Perspective Aggregation for Misinformation DetectionWang, Zongwei, Gao, Min, Yu, Junliang, Chen, Tong and Lin, Chenghua (2026). PAMAS: Self-Adaptive Multi-Agent System with Perspective Aggregation for Misinformation Detection. New York, NY, USA: ACM. doi: 10.1145/3774904.3792166 |
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2026 Journal Article Prognostic Assessment of Surgical Strategies and Extent of Resection in Methotrexate-Based Treatment for Primary Central Nervous System Lymphoma: A Propensity-Matched AnalysisZhong, Haoshu, Wu, Hao, Dai, Bo, Yao, Zhenwei, Ren, Yan and Chen, Tong (2026). Prognostic Assessment of Surgical Strategies and Extent of Resection in Methotrexate-Based Treatment for Primary Central Nervous System Lymphoma: A Propensity-Matched Analysis. World Neurosurgery, 208 124865, 124865-208. doi: 10.1016/j.wneu.2026.124865 |
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2026 Journal Article Sparse gradient training for recommender systemsQu, Yunke, Qu, Liang, Chen, Tong, Zhao, Xiangyu, Li, Jianxin and Yin, Hongzhi (2026). Sparse gradient training for recommender systems. Data Science and Engineering, 11 (1), 230-247. doi: 10.1007/s41019-025-00327-5 |
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2026 Journal Article DeepCGC: unveiling the deep clustering mechanism of fast graph condensationGao, Xinyi, Li, Wenjie, Zhao, Xiangyu, Chen, Tong, Nguyen, Quoc Viet Hung and Yin, Hongzhi (2026). DeepCGC: unveiling the deep clustering mechanism of fast graph condensation. IEEE Transactions on Knowledge and Data Engineering, 38 (3), 1575-1588. doi: 10.1109/tkde.2026.3655841 |
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2026 Conference Publication Multi-scale geographical identification of synchrophasor sources for enhancing cyber-physical resilience in distribution networksCui, Yi, Ko, Ryan K L and Chen, Tong (2026). Multi-scale geographical identification of synchrophasor sources for enhancing cyber-physical resilience in distribution networks. 2026 IEEE PES International Meeting (PES IM), Hong Kong, Hong Kong, 18-21 January 2026. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/pesim67009.2026.11438932 |
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2026 Journal Article Towards on-device personalization: cloud-device collaborative data augmentation for efficient on-device language modelZhong, Zhaofeng, Yuan, Wei, Qu, Liang, Chen, Tong, Wang, Hao, Zhao, Xiangyu and Yin, Hongzhi (2026). Towards on-device personalization: cloud-device collaborative data augmentation for efficient on-device language model. ACM Transactions on Intelligent Systems and Technology, 17 (1) 3779452, 1-1. doi: 10.1145/3779452 |
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2026 Journal Article Erratum: Lightweight Embeddings with Graph Rewiring for Collaborative FilteringLiang, Xurong, Chen, Tong, Yuan, Wei and Yin, Hongzhi (2026). Erratum: Lightweight Embeddings with Graph Rewiring for Collaborative Filtering. ACM Transactions on Information Systems, 44 (1) C1, 1-1. doi: 10.1145/3785705 |
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2026 Journal Article EasyAmplicon 2: expanding pacbio and nanopore long amplicon sequencing analysis pipeline for microbiomeLuo, Hao, Bai, Defeng, Zhu, Zhihao, Yousuf, Salsabeel, Yang, Haifei, Xun, Jiani, Zeng, Meiyin, Wang, Yao, Gao, Yunyun, Peng, Kai, Xu, Shanshan, Zhou, Yuanping, Zhang, Tianyuan, Ma, Chuang, Hou, Huiyu, Wan, Xiulin, Zhou, Yang, Jia, Baolei, Huang, Shi, Gan, Renyou, Wen, Tao, Chen, Tong, Chen, Xia, Li, Xiaofang and Liu, Yong-Xin (2026). EasyAmplicon 2: expanding pacbio and nanopore long amplicon sequencing analysis pipeline for microbiome. Advanced Science, 13 (1) e12447, 1-13. doi: 10.1002/advs.202512447 |
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2026 Book Chapter LogicGate: Adaptive Rule-Based Modeling of Exogenous Effects for Time Series ForecastingZhong, Jie, Chen, Tong, Yuan, Wei, Cui, Lizhen and Yin, Hongzhi (2026). LogicGate: Adaptive Rule-Based Modeling of Exogenous Effects for Time Series Forecasting. Lecture Notes in Computer Science. (pp. 239-255) Singapore: Springer Nature Singapore. doi: 10.1007/978-981-92-0375-8_15 |
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2026 Journal Article Overconsumption of fructose aggravates acute GVHD by inducing gut dysbiosis and promoting macrophage-mediated inflammatory responseWu, Kunpeng, Yu, Huihui, Cao, Kankan, Dai, Bo, Yuan, Yan, Qian, Xiaohan, Zhong, Haoshu, Qu, Ying, Jiang, Hua and Chen, Tong (2026). Overconsumption of fructose aggravates acute GVHD by inducing gut dysbiosis and promoting macrophage-mediated inflammatory response. Gut Microbes, 18 (1) 2642459, 1. doi: 10.1080/19490976.2026.2642459 |
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2026 Conference Publication Memory-enhanced invariant prompt learning for urban flow prediction under distribution shiftsJiang, Haiyang, Chen, Tong, Zhang, Wentao, Nguyen, Quoc Viet Hung, Yuan, Yuan, Li, Yong and Yin, Hongzhi (2026). Memory-enhanced invariant prompt learning for urban flow prediction under distribution shifts. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025, Porto, Portugal, 15-19 September 2025. Cham, Switzerland: Springer. doi: 10.1007/978-3-032-06066-2_9 |
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2026 Book Chapter Towards Cost-Effective Model Update in Online Feature-Incremental LearningTan, Zirui, Wen, Hechuan, Sadiq, Shazia and Chen, Tong (2026). Towards Cost-Effective Model Update in Online Feature-Incremental Learning. Lecture Notes in Computer Science. (pp. 3-18) Singapore: Springer Nature Singapore. doi: 10.1007/978-981-95-7394-3_1 |
