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Shiwei Liu

HARDSEA: Hybrid Analog-ReRAM Clustering and Digital-SRAM In-Memory Computing Accelerator for Dynamic Sparse Self-Attention in Transformer
2023 · Shiwei Liu, Chen Mu, et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 40
Multi-branch CNN and grouping cascade attention for medical image classification
2024 · Shiwei Liu, Wenwen Yue, et al. · Scientific Reports · 31
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Many-Task Federated Learning: A New Problem Setting and A Simple Baseline
2023 · Ruisi Cai, Xiaohan Chen, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 26
ConSmax: Hardware-Friendly Alternative Softmax with Learnable Parameters
2024 · Shiwei Liu, Guanchen Tao, et al. · 14
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A Scalable Die-to-Die Interconnect with Replay and Repair Schemes for 2.5D/3D Integration
2023 · Jie Liao, Bo Jiao, et al. · IEEE International Symposium on Circuits and Systems proceedings · 7
XNORAM: An Efficient Computing-in-Memory Architecture for Binary Convolutional Neural Networks with Flexible Dataflow Mapping
2020 · Shiwei Liu, Haozhe Zhu, et al. · IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) · 4
Data-Adaptive Weight-Ensembling for Multi-task Model Fusion
2025 · Anke Tang, Li Shen, et al. · International Journal of Computer Vision · 3
FLARE: Finetuning ReLU With FIRE for Efficient Long-Context Inference
2026 · Michael Moffatt, Junyi Luo, et al.
An 11.16μJ/token Edge SLM Decoder Accelerator with Scalable Ring-based Configuration for Token-level Pipelining in 16nm FinFET
2026 · Guanchen Tao, Junyi Luo, et al. · IEEE Custom Integrated Circuits Conference (CICC)
Works count: 9
Citation count: 125
H-index: 5
I10-index: 4
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