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Siyang Jiang
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2020 – today
- 2024
- [j6]Qipeng Xie, Siyang Jiang, Linshan Jiang, Yongzhi Huang, Zhihe Zhao, Salabat Khan, Wangchen Dai, Zhe Liu, Kaishun Wu:
Efficiency Optimization Techniques in Privacy-Preserving Federated Learning With Homomorphic Encryption: A Brief Survey. IEEE Internet Things J. 11(14): 24569-24580 (2024) - [c10]Peixin Wang, Tasleem Kausar, Heng Li, Siyang Jiang, Yingying Rong, Yun Lu:
EEG Decoding of Auditory Spatial Attention Based on Visibility Graph and Machine Learning. CVDL 2024: 10:1-10:5 - [c9]Siyang Jiang, Xian Shuai, Guoliang Xing:
ArtFL: Exploiting Data Resolution in Federated Learning for Dynamic Runtime Inference via Multi-Scale Training. IPSN 2024: 27-38 - [c8]Haiyang Wu, Kaiwei Liu, Siyang Jiang, Zhihe Zhao, Zhenyu Yan, Guoliang Xing:
Demo Abstract: CaringFM: An Interactive In-home Healthcare System Empowered by Large Foundation Models. IPSN 2024: 255-256 - [c7]Qipeng Xie, Zhihe Zhao, Linshan Jiang, Siyang Jiang, Salabat Khan, Weizheng Wang, Kaishun Wu:
Poster Abstract: Threshold Cryptography-based Authentication Protocol for Remote Healthcare. IPSN 2024: 303-304 - [i7]Bufang Yang, Siyang Jiang, Lilin Xu, Kaiwei Liu, Hai Li, Guoliang Xing, Hongkai Chen, Xiaofan Jiang, Zhenyu Yan:
DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge. CoRR abs/2405.12541 (2024) - [i6]Siyang Jiang, Hao Yang, Qipeng Xie, Chuan Ma, Sen Wang, Guoliang Xing:
Lancelot: Towards Efficient and Privacy-Preserving Byzantine-Robust Federated Learning within Fully Homomorphic Encryption. CoRR abs/2408.06197 (2024) - 2023
- [j5]Rongguang Ye, Yantong Guo, Xian Shuai, Rongye Ye, Siyang Jiang, Hui Jiang:
LiCAM: Long-Tailed Instance Segmentation with Real-Time Classification Accuracy Monitoring. J. Circuits Syst. Comput. 32(2): 2350032:1-2350032:18 (2023) - [j4]Cheng Wang, Ting Hu, Siyang Jiang:
Pairwise learning problems with regularization networks and Nyström subsampling approach. Neural Networks 157: 176-192 (2023) - [c6]Wei Ding, Siyang Jiang, Hsi-Wen Chen, Ming-Syan Chen:
Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration. AAAI 2023: 7387-7395 - [c5]Qipeng Xie, Hao Yang, Linshan Jiang, Zhihe Zhao, Siyang Jiang, Shiyu Shen, Salabat Khan, Zhe Liu, Kaishun Wu:
Poster Abstract: CNN-guardian: Secure Neural Network Inference Acceleration on Edge GPU. SenSys 2023: 524-525 - [i5]Siyang Jiang, Rui Fang, Hsi-Wen Chen, Wei Ding, Ming-Syan Chen:
Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning. CoRR abs/2309.02088 (2023) - [i4]Boyu Fan, Siyang Jiang, Xiang Su, Pan Hui:
Model-Heterogeneous Federated Learning for Internet of Things: Enabling Technologies and Future Directions. CoRR abs/2312.12091 (2023) - [i3]Hao Yang, Shiyu Shen, Siyang Jiang, Lu Zhou, Wangchen Dai, Yunlei Zhao:
XNET: A Real-Time Unified Secure Inference Framework Using Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2023: 1428 (2023) - 2022
- [c4]Rui Fang, Siyang Jiang, Hsi-Wen Chen, Wei Ding, Ming-Syan Chen:
Dual-Triangular QR Decomposition with Global Acceleration and Partially Q-Rotation Skipping. FPT 2022: 1-4 - [c3]Xian Shuai, Yulin Shen, Siyang Jiang, Zhihe Zhao, Zhenyu Yan, Guoliang Xing:
BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning. IPSN 2022: 271-284 - [c2]Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen:
PGADA: Perturbation-Guided Adversarial Alignment for Few-Shot Learning Under the Support-Query Shift. PAKDD (1) 2022: 3-15 - [i2]Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen:
PGADA: Perturbation-Guided Adversarial Alignment for Few-shot Learning Under the Support-Query Shift. CoRR abs/2205.03817 (2022) - 2021
- [c1]Siyang Jiang, Hsi-Wen Chen, Ming-Syan Chen:
Dataflow Systolic Array Implementations of Exploring Dual-Triangular Structure in QR Decomposition Using High-Level Synthesis. FPT 2021: 1-4 - [i1]Jian Hu, Haibin Wu, Seth Austin Harding, Siyang Jiang, Shih-wei Liao:
RIIT: Rethinking the Importance of Implementation Tricks in Multi-Agent Reinforcement Learning. CoRR abs/2102.03479 (2021) - 2020
- [j3]Chen Zhao, Siyang Jiang, Yi Lei, Chang Wang:
A Study on an Anthropomorphic Car-Following Strategy Framework of the Autonomous Coach in Mixed Traffic Flow. IEEE Access 8: 64653-64665 (2020) - [j2]Yanjun Guo, Qingjin Xu, Yanqi Su, Siyang Jiang:
Visibility Detection Based on the Recognition of the Preceding Vehicle's Taillight Signals. IEEE Access 8: 206105-206117 (2020) - [j1]Xiukun Wei, Siyang Jiang, Yan Li, Chenliang Li, Limin Jia, Yongguang Li:
Defect Detection of Pantograph Slide Based on Deep Learning and Image Processing Technology. IEEE Trans. Intell. Transp. Syst. 21(3): 947-958 (2020)
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