Seyyed Hasan Mozafari

20 papers C 1Misc 1Journal 8Unranked 10
YearRankTypeTitle / Venue / Authors
2024 — conf
Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models.
CoLLAs
Sayed Mohammadreza Tayaranian Hosseini, Seyyed Hasan Mozafari, Brett H. Meyer, James J. Clark, Warren J. Gross
2024 J jnl
Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models.
CoRR
Mohammadreza Tayaranian, Seyyed Hasan Mozafari, Brett H. Meyer, James J. Clark, Warren J. Gross
2024 J jnl
Faster Inference of Integer SWIN Transformer by Removing the GELU Activation.
CoRR
Mohammadreza Tayaranian, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
2024 — conf
Intermediate Layer Distillation with the Reused Teacher Classifier: A Study on the Importance of the Classifier of Attention-based Models.
EMNLP (Findings)
Hang Zhang, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
2024 — conf
Parameter Efficient Fine-tuning of Transformer-Based Language Models Using Dataset Pruning.
IEEECONF
Sayed Mohammadreza Tayaranian Hosseini, Seyyed Hasan Mozafari, James Clark, Brett H. Meyer, Warren J. Gross
2023 — conf
Efficient 1D Grouped Convolution for PyTorch a Case Study: Fast On-Device Fine-Tuning for SqueezeBERT.
ASAP
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
2023 — conf
High-Throughput Edge Inference for BERT Models via Neural Architecture Search and Pipeline.
ACM Great Lakes Symposium on VLSI
Hung-Yang Chang, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
2023 J jnl
PipeBERT: High-throughput BERT Inference for ARM Big.LITTLE Multi-core Processors.
J. Signal Process. Syst.
Hung-Yang Chang, Seyyed Hasan Mozafari, Cheng Chen, James J. Clark, Brett H. Meyer, Warren J. Gross
2023 C conf
Training Acceleration of Frequency Domain CNNs Using Activation Compression.
ISCAS
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
2022 — conf
BERTPerf: Inference Latency Predictor for BERT on ARM big.LITTLE Multi-Core Processors.
SiPS
M. Abdelgawad, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
2022 — conf
Fast Heterogeneous Task Mapping for Reducing Edge DNN Latency.
ASAP
Murray L. Kornelsen, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
2022 Misc conf
Work-in-Progress: Utilizing latency and accuracy predictors for efficient hardware-aware NAS.
CODES+ISSS
Negin Firouzian, Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
2021 — conf
Hartley Stochastic Computing For Convolutional Neural Networks.
SiPS
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
2021 J jnl
Implementing Convolutional Neural Networks Using Hartley Stochastic Computing With Adaptive Rate Feature Map Compression.
IEEE Open J. Circuits Syst.
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
2020 J jnl
Hot sparing for lifetime-chip-performance and cost improvement in application specific SIMT processors.
Des. Autom. Embed. Syst.
Seyyed Hasan Mozafari, Brett H. Meyer
2019 J jnl
Characterizing the Effectiveness of Hot Sparing on Cost and Performance-per-Watt in Application Specific SIMT.
Integr.
Seyyed Hasan Mozafari, Brett H. Meyer
2018 J jnl
Efficient Performance Evaluation of Multi-Core SIMT Processors with Hot Redundancy.
IEEE Trans. Emerg. Top. Comput.
Seyyed Hasan Mozafari, Brett H. Meyer
2017 J jnl
Area, Throughput, and Power Trade-Offs for FPGA- and ASIC-Based Execution Stream Compression.
ACM Trans. Embed. Comput. Syst.
Maria Isabel Mera, Jonah Caplan, Seyyed Hasan Mozafari, Brett H. Meyer, Peter A. Milder
2015 — conf
Hot spare components for performance-cost improvement in multi-core SIMT.
DFTS
Seyyed Hasan Mozafari, Brett H. Meyer
2015 — conf
Yield-aware Performance-Cost Characterization for Multi-Core SIMT.
ACM Great Lakes Symposium on VLSI
Seyyed Hasan Mozafari, Brett H. Meyer, Kevin Skadron