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Elliot He
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[1]Elliot He. MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning IEEE International Conference on Mobile Ad-Hoc and Smart Systems, 2021,
[2]Elliot He. PIM-DH: ReRAM-based Processing-in-Memory Architecture for Deep Hashing Acceleration Proceedings - Design Automation Conference, 2022,
[3]Elliot He. DTQAtten: Leveraging Dynamic Token-based Quantization for Efficient Attention Architecture PROCEEDINGS OF THE 2022 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2022), 2022,
[4] N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores FPGA 2022 - Proceedings of the 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2022,
[5]Elliot He. EBSP: Evolving Bit Sparsity Patterns for Hardware-Friendly Inference of Quantized Deep Neural Networks Proceedings - Design Automation Conference, 2022,
[6] HAWIS: Hardware-Aware Automated WIdth Search for Accurate, Energy-Efficient and Robust Binary Neural Network on ReRAM Dot-Product Engine Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, 2022,
[7]Elliot He. SoBS-X: Squeeze-Out Bit Sparsity for ReRAM-Crossbar-Based Neural Network Accelerator IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022,
[8]Elliot He. SATO: Spiking Neural Network Acceleration via Temporal-Oriented Dataflow and Architecture Proceedings - Design Automation Conference, 2022,
[9]Elliot He. DTATrans: Leveraging Dynamic Token-based Quantization with Accuracy Compensation Mechanism for Efficient Transformer Architecture IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022,
[10] Self-Terminating Write of Multi-Level Cell ReRAM for Efficient Neuromorphic Computing PROCEEDINGS OF THE 2022 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2022), 2022,
[11]Elliot He. SME: ReRAM-based sparse-multiplication-engine to squeeze-out bit sparsity of neural network IEEE International Conference on Computer Design, 2021,
[12]Elliot He. SME: ReRAM-based sparse-multiplication-engine to squeeze-out bit sparsity of neural network IEEE International Conference on Computer Design, 2021,
[13]Elliot He. ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022,
[14]Elliot He. NeurObfuscator: A full-stack obfuscation tool to mitigate neural architecture stealing IEEE International Symposium on Hardware Oriented Security and Trust, 2021,
[15]Elliot He. NeurObfuscator: A full-stack obfuscation tool to mitigate neural architecture stealing IEEE International Symposium on Hardware Oriented Security and Trust, 2021,
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