Siyang Jiang

According to our database, Siyang Jiang authored at least 22 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., November, 2024

Efficiency Optimization Techniques in Privacy-Preserving Federated Learning With Homomorphic Encryption: A Brief Survey.

Qipeng Xie, Siyang Jiang, Linshan Jiang, Yongzhi Huang, Zhihe Zhao, Salabat Khan, Wangchen Dai, Zhe Liu, Kaishun Wu

IEEE Internet Things J., July, 2024

Lancelot: Towards Efficient and Privacy-Preserving Byzantine-Robust Federated Learning within Fully Homomorphic Encryption.

Siyang Jiang, Hao Yang, Qipeng Xie, Chuan Ma, Sen Wang, Guoliang Xing

CoRR, 2024

Poster Abstract: Threshold Cryptography-based Authentication Protocol for Remote Healthcare.

Qipeng Xie, Zhihe Zhao, Linshan Jiang, Siyang Jiang, Salabat Khan, Weizheng Wang, Kaishun Wu

Proceedings of the 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, 2024

Demo Abstract: CaringFM: An Interactive In-home Healthcare System Empowered by Large Foundation Models.

Haiyang Wu, Kaiwei Liu, Siyang Jiang, Zhihe Zhao, Zhenyu Yan, Guoliang Xing

Proceedings of the 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, 2024

ArtFL: Exploiting Data Resolution in Federated Learning for Dynamic Runtime Inference via Multi-Scale Training.

Siyang Jiang, Xian Shuai, Guoliang Xing

Proceedings of the 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, 2024

EEG Decoding of Auditory Spatial Attention Based on Visibility Graph and Machine Learning.

Peixin Wang, Tasleem Kausar, Heng Li, Siyang Jiang, Yingying Rong, Yun Lu

Proceedings of the International Conference on Computer Vision and Deep Learning, 2024

2023

LiCAM: Long-Tailed Instance Segmentation with Real-Time Classification Accuracy Monitoring.

Rongguang Ye, Yantong Guo, Xian Shuai, Rongye Ye, Siyang Jiang, Hui Jiang

J. Circuits Syst. Comput., January, 2023

Pairwise learning problems with regularization networks and Nyström subsampling approach.

Cheng Wang, Ting Hu, Siyang Jiang

Neural Networks, 2023

XNET: A Real-Time Unified Secure Inference Framework Using Homomorphic Encryption.

Hao Yang, Shiyu Shen, Siyang Jiang, Lu Zhou, Wangchen Dai, Yunlei Zhao

IACR Cryptol. ePrint Arch., 2023

Model-Heterogeneous Federated Learning for Internet of Things: Enabling Technologies and Future Directions.

Boyu Fan, Siyang Jiang, Xiang Su, Pan Hui

CoRR, 2023

Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning.

Siyang Jiang, Rui Fang, Hsi-Wen Chen, Wei Ding, Ming-Syan Chen

CoRR, 2023

Poster Abstract: CNN-guardian: Secure Neural Network Inference Acceleration on Edge GPU.

Qipeng Xie, Hao Yang, Linshan Jiang, Zhihe Zhao, Siyang Jiang, Shiyu Shen, Salabat Khan, Zhe Liu, Kaishun Wu

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration.

Wei Ding, Siyang Jiang, Hsi-Wen Chen, Ming-Syan Chen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

PGADA: Perturbation-Guided Adversarial Alignment for Few-Shot Learning Under the Support-Query Shift.

Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning.

Xian Shuai, Yulin Shen, Siyang Jiang, Zhihe Zhao, Zhenyu Yan, Guoliang Xing

Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

Dual-Triangular QR Decomposition with Global Acceleration and Partially Q-Rotation Skipping.

Rui Fang, Siyang Jiang, Hsi-Wen Chen, Wei Ding, Ming-Syan Chen

Proceedings of the International Conference on Field-Programmable Technology, 2022

2021

RIIT: Rethinking the Importance of Implementation Tricks in Multi-Agent Reinforcement Learning.

Jian Hu, Haibin Wu, Seth Austin Harding, Siyang Jiang, Shih-wei Liao

CoRR, 2021

Dataflow Systolic Array Implementations of Exploring Dual-Triangular Structure in QR Decomposition Using High-Level Synthesis.

Siyang Jiang, Hsi-Wen Chen, Ming-Syan Chen

Proceedings of the International Conference on Field-Programmable Technology, 2021

2020

Defect Detection of Pantograph Slide Based on Deep Learning and Image Processing Technology.

Xiukun Wei, Siyang Jiang, Yan Li, Chenliang Li, Limin Jia, Yongguang Li

IEEE Trans. Intell. Transp. Syst., 2020

A Study on an Anthropomorphic Car-Following Strategy Framework of the Autonomous Coach in Mixed Traffic Flow.

Chen Zhao, Siyang Jiang, Yi Lei, Chang Wang

IEEE Access, 2020

Visibility Detection Based on the Recognition of the Preceding Vehicle's Taillight Signals.

Yanjun Guo, Qingjin Xu, Yanqi Su, Siyang Jiang

IEEE Access, 2020