Donghyun Lee

17 papers A* 2A 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
DuoGPT: Training-free Dual Sparsity through Activation-aware Pruning in LLMs.
CoRR
Ruokai Yin, Yuhang Li, Donghyun Lee, Priyadarshini Panda
2025 A* conf
GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration.
ICML
Yuhang Li, Ruokai Yin, Donghyun Lee, Shiting Xiao, Priyadarshini Panda
2025 J jnl
GPTQv2: Efficient Finetuning-Free Quantization for Asymmetric Calibration.
CoRR
Yuhang Li, Ruokai Yin, Donghyun Lee, Shiting Xiao, Priyadarshini Panda
2025 J jnl
MD-SNN: Membrane Potential-aware Distillation on Quantized Spiking Neural Network.
CoRR
Donghyun Lee, Abhishek Moitra, Youngeun Kim, Ruokai Yin, Priyadarshini Panda
2025 J jnl
Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba.
CoRR
Donghyun Lee, Yuhang Li, Ruokai Yin, Shiting Xiao, Priyadarshini Panda
2025 J jnl
OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts.
CoRR
Shiting Xiao, Rishabh Kabra, Yuhang Li, Donghyun Lee, João Carreira, Priyadarshini Panda
2025 J jnl
ReSpike: residual frames-based hybrid spiking neural networks for efficient action recognition.
Neuromorph. Comput. Eng.
Shiting Xiao, Yuhang Li, Youngeun Kim, Donghyun Lee, Priyadarshini Panda
2025 J jnl
SpikePool: Event-driven Spiking Transformer with Pooling Attention.
CoRR
Donghyun Lee, Alex Sima, Yuhang Li, Panos Stinis, Priyadarshini Panda
2025 A* conf
Spiking Transformer with Spatial-Temporal Attention.
CVPR
Donghyun Lee, Yuhang Li, Youngeun Kim, Shiting Xiao, Priyadarshini Panda
2024 — conf
GenQ: Quantization in Low Data Regimes with Generative Synthetic Data.
ECCV (13)
Yuhang Li, Youngeun Kim, Donghyun Lee, Souvik Kundu, Priyadarshini Panda
2024 J jnl
ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition.
CoRR
Shiting Xiao, Yuhang Li, Youngeun Kim, Donghyun Lee, Priyadarshini Panda
2024 J jnl
Spiking Transformer with Spatial-Temporal Attention.
CoRR
Donghyun Lee, Yuhang Li, Youngeun Kim, Shiting Xiao, Priyadarshini Panda
2024 A conf
TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training.
DATE
Donghyun Lee, Ruokai Yin, Youngeun Kim, Abhishek Moitra, Yuhang Li, Priyadarshini Panda
2024 J jnl
TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training.
CoRR
Donghyun Lee, Ruokai Yin, Youngeun Kim, Abhishek Moitra, Yuhang Li, Priyadarshini Panda
2023 J jnl
Policy Gradient-Based Core Placement Optimization for Multichip Many-Core Systems.
IEEE Trans. Neural Networks Learn. Syst.
Wooshik Myung, Donghyun Lee, Chenhang Song, Guanrui Wang, Cheng Ma
2023 J jnl
StableQ: Enhancing Data-Scarce Quantization with Text-to-Image Data.
CoRR
Yuhang Li, Youngeun Kim, Donghyun Lee, Priyadarshini Panda
2021 J jnl
QTTNet: Quantized tensor train neural networks for 3D object and video recognition.
Neural Networks
Donghyun Lee, Dingheng Wang, Yukuan Yang, Lei Deng, Guangshe Zhao, Guoqi Li