Zeyu Liu

19 papers A* 2A 2C 1Misc 3Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Dynamic SpikFormer: Low-Latency & Energy-Efficient Spiking Neural Networks with Dynamic Time Steps for Vision Transformers.
ICASSP
Gourav Datta, Zeyu Liu, Anni Li, Peter A. Beerel
2025 — conf
LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling.
EMNLP (Findings)
Zeyu Liu, Souvik Kundu, Lianghao Jiang, Anni Li, Srikanth Ronanki, Sravan Babu Bodapati, Gourav Datta, Peter Anthony Beerel
2025 J jnl
LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling.
CoRR
Zeyu Liu, Souvik Kundu, Lianghao Jiang, Anni Li, Srikanth Ronanki, Sravan Bodapati, Gourav Datta, Peter A. Beerel
2025 J jnl
When SNN meets ANN: Error-Free ANN-to-SNN Conversion for Extreme Edge Efficiency.
Trans. Mach. Learn. Res.
Gourav Datta, Zeyu Liu, James Diffenderfer, Bhavya Kailkhura, Peter Anthony Beerel
2024 — conf
AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models.
ACL (Short Papers)
Zeyu Liu, Souvik Kundu, Anni Li, Junrui Wan, Lianghao Jiang, Peter A. Beerel
2024 J jnl
AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models.
CoRR
Zeyu Liu, Souvik Kundu, Anni Li, Junrui Wan, Lianghao Jiang, Peter Anthony Beerel
2024 A* conf
Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?
ICLR
Gourav Datta, Zeyu Liu, Peter Anthony Beerel
2024 A* conf
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units.
ICLR
Zeyu Liu, Gourav Datta, Anni Li, Peter Anthony Beerel
2024 J jnl
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units.
CoRR
Zeyu Liu, Gourav Datta, Anni Li, Peter Anthony Beerel
2024 Misc conf
Training Ultra-Low-Latency Spiking Neural Networks from Scratch.
ICASSP
Gourav Datta, Zeyu Liu, Peter A. Beerel
2023 A conf
Bridging the Gap Between Spiking Neural Networks & LSTMs for Latency & Energy Efficiency.
ISLPED
Gourav Datta, Haoqin Deng, Robert Aviles, Zeyu Liu, Peter A. Beerel
2023 A conf
Enabling ISPless Low-Power Computer Vision.
WACV
Gourav Datta, Zeyu Liu, Zihan Yin, Linyu Sun, Akhilesh R. Jaiswal, Peter A. Beerel
2023 Misc conf
In-Sensor & Neuromorphic Computing Are all You Need for Energy Efficient Computer Vision.
ICASSP
Gourav Datta, Zeyu Liu, Md. Abdullah-Al Kaiser, Souvik Kundu, Joe Mathai, Zihan Yin, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel
2023 J jnl
Spiking Neural Networks with Dynamic Time Steps for Vision Transformers.
CoRR
Gourav Datta, Zeyu Liu, Anni Li, Peter A. Beerel
2023 J jnl
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks.
CoRR
Gourav Datta, Zeyu Liu, James Diffenderfer, Bhavya Kailkhura, Peter A. Beerel
2022 J jnl
Enabling ISP-less Low-Power Computer Vision.
CoRR
Gourav Datta, Zeyu Liu, Zihan Yin, Linyu Sun, Akhilesh R. Jaiswal, Peter A. Beerel
2022 J jnl
Hoyer regularizer is all you need for ultra low-latency spiking neural networks.
CoRR
Gourav Datta, Zeyu Liu, Peter A. Beerel
2022 J jnl
In-Sensor & Neuromorphic Computing are all you need for Energy Efficient Computer Vision.
CoRR
Gourav Datta, Zeyu Liu, Md. Abdullah-Al Kaiser, Souvik Kundu, Joe Mathai, Zihan Yin, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel
2022 C conf
P
VLSI-SoC
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