* denotes equal contribution
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A Multimodal Dataset and Benchmark for Human Action Scene Understanding and Reasoning Siyang Jiang, Mu Yuan, Xiang Ji, Bufang Yang, Zeyu Liu, Lilin Xu, Yang Li, Yuting He, Liran Dong, Wenrui Lu, Zhenyu Yan, Xiaofan Jiang, Wei Gao, Hongkai Chen, Guoliang Xing ACM MobiSys 2026 PDF | Code | Project Page | 🏆Best Presentation Award (ANAI Workshop@MobiCom 2025) |
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Towards Compute-Efficient Byzantine-Robust Federated Learning within Fully Homomorphic Encryption Siyang Jiang, Hao Yang, Qipeng Xie, Chuan Ma, Sen Wang, Zhe Liu, Tao Xiang, Guoliang Xing Nature Machine Intelligence 2025 PDF | Code | Cover Candidate | 🎉TechXplore, BioEngineer, ScienMag, 机器之心. |
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Dual Alignment Framework for Few-shot Learning with Inter-Set and Intra-Set Shifts Siyang Jiang, Rui Fang, Hsi-Wen, Chen, Guoliang Xing, Ming-Syan Chen NeurIPS 2025 PDF | Code | Project Page | 🏆Scholar Award |
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DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge Bufang Yang*, Siyang Jiang*, Lilin Xu, Kaiwei Liu, Hai Li, Guoliang Xing, HongKai Chen, Xiaofan Jiang, Zhenyu Yan ACM IMWUT/UbiComp 2024 PDF |
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ArtFL: Exploiting Data Resolution in Federated Learning for Dynamic Runtime Inference via Multi-Scale Training Siyang Jiang, Xian Shuai, Guoliang Xing ACM/IEEE IPSN 2024 PDF | Code | Slides | Demo | 🏆Best Paper Award |
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PGADA: Perturbation-Guided Adversarial Alignment for Few-shot Learning Under the Support-Query Shift Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen PAKDD 2022 PDF | Code | Slides | 🏆Best Student Paper Award |
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