Zeyu Liu

According to our database, Zeyu Liu authored at least 12 papers between 2022 and 2024.

Collaborative distances:

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

2024

LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units.

Zeyu Liu, Gourav Datta, Anni Li, Peter Anthony Beerel

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?

Gourav Datta, Zeyu Liu, Peter Anthony Beerel

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Training Ultra-Low-Latency Spiking Neural Networks from Scratch.

Gourav Datta, Zeyu Liu, Peter A. Beerel

Proceedings of the IEEE International Conference on Acoustics, 2024

AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models.

Zeyu Liu, Souvik Kundu, Anni Li, Junrui Wan, Lianghao Jiang, Peter A. Beerel

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks.

Gourav Datta, Zeyu Liu, James Diffenderfer, Bhavya Kailkhura, Peter A. Beerel

CoRR, 2023

Spiking Neural Networks with Dynamic Time Steps for Vision Transformers.

Gourav Datta, Zeyu Liu, Anni Li, Peter A. Beerel

CoRR, 2023

Enabling ISPless Low-Power Computer Vision.

Gourav Datta, Zeyu Liu, Zihan Yin, Linyu Sun, Akhilesh R. Jaiswal, Peter A. Beerel

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Bridging the Gap Between Spiking Neural Networks & LSTMs for Latency & Energy Efficiency.

Gourav Datta, Haoqin Deng, Robert Aviles, Zeyu Liu, Peter A. Beerel

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

In-Sensor & Neuromorphic Computing Are all You Need for Energy Efficient Computer Vision.

Gourav Datta, Zeyu Liu, Md. Abdullah-Al Kaiser, Souvik Kundu, Joe Mathai, Zihan Yin, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Hoyer regularizer is all you need for ultra low-latency spiking neural networks.

Gourav Datta, Zeyu Liu, Peter A. Beerel

CoRR, 2022

Enabling ISP-less Low-Power Computer Vision.

Gourav Datta, Zeyu Liu, Zihan Yin, Linyu Sun, Akhilesh R. Jaiswal, Peter A. Beerel

CoRR, 2022

P²M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking.

Gourav Datta, Souvik Kundu, Zihan Yin, Joe Mathai, Zeyu Liu, Zixu Wang, Mulin Tian, Shunlin Lu, Ravi Teja Lakkireddy, Andrew G. Schmidt, Wael Abd-Almageed, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel

Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022