Siyuan Huang

According to our database, Siyuan Huang authored at least 8 papers between 2017 and 2023.

Collaborative distances:

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

2023

Low-Rank Gradient Descent for Memory-Efficient Training of Deep In-Memory Arrays.

Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam

ACM J. Emerg. Technol. Comput. Syst., April, 2023

2020

Memory-efficient training with streaming dimensionality reduction.

Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam

CoRR, 2020

Video Review Analysis via Transformer-Based Sentiment Change Detection.

Zilong Wu, Siyuan Huang, Rui Zhang, Lin Li

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

A Deep Learning Model for Early Detection of Fake News on Social Media^*.

Pakindessama M. Konkobo, Rui Zhang, Siyuan Huang, Toussida T. Minoungou, Jose A. Ouedraogo, Lin Li

Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020

Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract).

Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Streaming Batch Eigenupdates for Hardware Neuromorphic Networks.

Brian D. Hoskins, Matthew W. Daniels, Siyuan Huang, Advait Madhavan, Gina C. Adam, Nikolai Zhitenev, Jabez J. McClelland, Mark D. Stiles

CoRR, 2019

2017

Automatic Prediction of Traffic Flow Based on Deep Residual Networks.

Rui Zhang, Nuofei Li, Siyuan Huang, Peng Xie, Hongbo Jiang

Proceedings of the Mobile Ad-hoc and Sensor Networks - 13th International Conference, 2017

Automatic Mining of Multi-granularity Temporal Regularity from Trajectory Data.

Siyuan Huang, Rui Zhang, Nuofei Li, Jiming Guo, Hongbo Jiang

Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, 2017