Warren J. Gross

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 215

Top Venues

CoRR

J. Signal Process. Syst.

SiPS

ISCAS

Publications

Lulan Shen, Ali Edalati, Brett H. Meyer, Warren J. Gross, James J. Clark
AdCorDA: Classifier Refinement via Adversarial Correction and Domain Adaptation. CoRR (2024)
Lulan Shen, Ali Edalati, Brett H. Meyer, Warren J. Gross, James J. Clark
Robustness to distribution shifts of compressed networks for edge devices. CoRR (2024)
Naoya Onizawa, Ryoma Sasaki, Duckgyu Shin, Warren J. Gross, Takahiro Hanyu
Stochastic Simulated Quantum Annealing for Fast Solution of Combinatorial Optimization Problems. IEEE Access 12 (2024)
Mohammadreza Tayaranian, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
Faster Inference of Integer SWIN Transformer by Removing the GELU Activation. CoRR (2024)
Mohammadreza Tayaranian, Seyyed Hasan Mozafari, Brett H. Meyer, James J. Clark, Warren J. Gross
Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models. CoRR (2024)
Syed Mohsin Abbas, Chi-Ying Tsui, Marwan Jalaleddine, Warren J. Gross
Step-GRAND: A Low Latency Universal Soft-Input Decoder. GLOBECOM (Workshops) (2023)
Naoya Onizawa, Ryoma Sasaki, Duckgyu Shin, Warren J. Gross, Takahiro Hanyu
Stochastic Quantum Monte Carlo Algorithm for Large-Scale Combinatorial Optimization Problems. CoRR (2023)
Huayi Zhou, Warren J. Gross
Hybrid GRAND Sphere Decoding: Accelerated GRAND for Low-Rate Codes. ISCAS (2023)
Zhuoran Xiong, Marihan Amein, Olivier Therrien, Warren J. Gross, Brett H. Meyer
FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation. CoRR (2023)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Training Acceleration of Frequency Domain CNNs Using Activation Compression. ISCAS (2023)
Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
List-GRAND: A Practical Way to Achieve Maximum Likelihood Decoding. IEEE Trans. Very Large Scale Integr. Syst. 31 (1) (2023)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Efficient 1D Grouped Convolution for PyTorch a Case Study: Fast On-Device Fine-Tuning for SqueezeBERT. ASAP (2023)
Olivier Therrien, Marihan Amein, Zhuoran Xiong, Warren J. Gross, Brett H. Meyer
SSS3D: Fast Neural Architecture Search For Efficient Three-Dimensional Semantic Segmentation. CoRR (2023)
Huayi Zhou, Jian Zheng, Minhua Yang, Warren J. Gross, Xiaohu You, Chuan Zhang
Low-Complexity Sphere Decoding for Polar-Coded MIMO Systems. IEEE Trans. Veh. Technol. 72 (5) (2023)
Naoya Onizawa, Kota Katsuki, Duckgyu Shin, Warren J. Gross, Takahiro Hanyu
Fast-Converging Simulated Annealing for Ising Models Based on Integral Stochastic Computing. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Hung-Yang Chang, Seyyed Hasan Mozafari, Cheng Chen, James J. Clark, Brett H. Meyer, Warren J. Gross
PipeBERT: High-throughput BERT Inference for ARM Big.LITTLE Multi-core Processors. J. Signal Process. Syst. 95 (7) (2023)
Ryan Seah, Huayi Zhou, Marwan Jalaleddine, Warren J. Gross
xSA: A Binary Cross-Entropy Simulated Annealing Polar Decoder. ISTC (2023)
Syed Mohsin Abbas, Marwan Jalaleddine, Chi-Ying Tsui, Warren J. Gross
Step-GRAND: A Low Latency Universal Soft-input Decoder. CoRR (2023)
Duckgyu Shin, Naoya Onizawa, Warren J. Gross, Takahiro Hanyu
Memory-Efficient FPGA Implementation of Stochastic Simulated Annealing. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Hung-Yang Chang, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
High-Throughput Edge Inference for BERT Models via Neural Architecture Search and Pipeline. ACM Great Lakes Symposium on VLSI (2023)
Marwan Jalaleddine, Huayi Zhou, Jiajie Li, Warren J. Gross
Partial Ordered Statistics Decoding with Enhanced Error Patterns. ISIT (2023)
Lulan Shen, Ibtihel Amara, Ruofeng Li, Brett H. Meyer, Warren J. Gross, James J. Clark
Fast Fine-Tuning Using Curriculum Domain Adaptation. CRV (2023)
Nghia Doan, Seyyed Ali Hashemi, Warren J. Gross
Fast Successive-Cancellation List Flip Decoding of Polar Codes. IEEE Access 10 (2022)
Syed Mohsin Abbas, Thibaud Tonnellier, Furkan Ercan, Marwan Jalaleddine, Warren J. Gross
High-Throughput and Energy-Efficient VLSI Architecture for Ordered Reliability Bits GRAND. IEEE Trans. Very Large Scale Integr. Syst. 30 (6) (2022)
Amir Ardakani, Arash Ardakani, Brett H. Meyer, James J. Clark, Warren J. Gross
Standard Deviation-Based Quantization for Deep Neural Networks. CoRR (2022)
Jiajie Li, Warren J. Gross
Optimization and Simplification of PCPA Decoder for Reed-Muller Codes. IEEE Commun. Lett. 26 (6) (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of BERT Models on the Edge. CoRR (2022)
Qidie Wu, Jinsheng Kuang, Jiyun Tao, Jienan Chen, Warren J. Gross
DsMLP: A Learning-Based Multi-Layer Perception for MIMO Detection Implemented by Dynamic Stochastic Computing. IEEE Trans. Signal Process. 70 (2022)
Nghia Doan, Seyyed Ali Hashemi, Warren J. Gross
Successive-Cancellation Decoding of Reed-Muller Codes With Fast Hadamard Transform. IEEE Trans. Veh. Technol. 71 (11) (2022)
Ibtihel Amara, Maryam Ziaeefard, Brett H. Meyer, Warren J. Gross, James J. Clark
CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation. ICPR (2022)
Negin Firouzian, Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Work-in-Progress: Utilizing latency and accuracy predictors for efficient hardware-aware NAS. CODES+ISSS (2022)
Murray L. Kornelsen, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
Fast Heterogeneous Task Mapping for Reducing Edge DNN Latency. ASAP (2022)
Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
GRAND for Rayleigh Fading Channels. CoRR (2022)
Nghia Doan, Seyyed Ali Hashemi, Marco Mondelli, Warren J. Gross
Decoding Reed-Muller Codes With Successive Codeword Permutations. IEEE Trans. Commun. 70 (11) (2022)
Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
GRAND for Rayleigh Fading Channels. GLOBECOM (Workshops) (2022)
Huayi Zhou, Xiangyun Deng, Yiqian Cai, Yifei Shen, Minhua Yang, Warren J. Gross, Xiaohu You, Chuan Zhang
A Synchro-Set-Aided Breadth-First Sphere Decoder for Polar-Coded MIMO Systems. IEEE Trans. Signal Process. 70 (2022)
Lulan Shen, Maryam Ziaeefard, Brett H. Meyer, Warren J. Gross, James J. Clark
Conjugate Adder Net (CAddNet) - a Space-Efficient Approximate CNN. CVPR Workshops (2022)
Elie Ngomseu Mambou, Thibaud Tonnellier, Warren J. Gross
Improved DC-Free Run-Length Limited 4B6B Codes for Concatenated Schemes. IEEE Access 10 (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of BERT Models on the Edge. ISCAS (2022)
M. Abdelgawad, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
BERTPerf: Inference Latency Predictor for BERT on ARM big.LITTLE Multi-Core Processors. SiPS (2022)
Ibtihel Amara, Nazanin Mohammadi Sepahvand, Brett H. Meyer, Warren J. Gross, James J. Clark
BD-KD: Balancing the Divergences for Online Knowledge Distillation. CoRR (2022)
Marihan Amein, Zhuoran Xiong, Olivier Therrien, Brett H. Meyer, Warren J. Gross
Work-in-Progress: SuperNAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation. CASES (2022)
Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
Hardware Architecture for Guessing Random Additive Noise Decoding Markov Order (GRAND-MO). J. Signal Process. Syst. 94 (10) (2022)
Ibtihel Amara, Maryam Ziaeefard, Brett H. Meyer, Warren J. Gross, James J. Clark
CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation. CoRR (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of Compressed Language Models with Learners. CoRR (2022)
Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
List-GRAND: A practical way to achieve Maximum Likelihood Decoding. CoRR (2021)
Warren J. Gross, Brett H. Meyer, Arash Ardakani
Hardware-Aware Design for Edge Intelligence. IEEE Open J. Circuits Syst. 2 (2021)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Implementing Convolutional Neural Networks Using Hartley Stochastic Computing With Adaptive Rate Feature Map Compression. IEEE Open J. Circuits Syst. 2 (2021)
Huayi Zhou, Warren J. Gross, Zaichen Zhang, Xiaohu You, Chuan Zhang
Low-Complexity Construction of Polar Codes Based on Genetic Algorithm. IEEE Commun. Lett. 25 (10) (2021)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Hartley Stochastic Computing For Convolutional Neural Networks. SiPS (2021)
Syed Mohsin Abbas, Thibaud Tonnellier, Furkan Ercan, Marwan Jalaleddine, Warren J. Gross
High-Throughput VLSI architecture for Soft-Decision decoding with ORBGRAND. CoRR (2021)
Amir Ardakani, Arash Ardakani, Warren J. Gross
Training Binarized Neural Networks Using Ternary Multipliers. IEEE Des. Test 38 (6) (2021)
Nghia Doan, Seyyed Ali Hashemi, Warren J. Gross
Fast Successive-Cancellation List Flip Decoding of Polar Codes. CoRR (2021)
Naoya Onizawa, Kaito Nishino, Sean C. Smithson, Brett H. Meyer, Warren J. Gross, Hitoshi Yamagata, Hiroyuki Fujita, Takahiro Hanyu
A Design Framework for Invertible Logic. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (4) (2021)
Jiajie Li, Syed Mohsin Abbas, Thibaud Tonnellier, Warren J. Gross
Reduced Complexity RPA Decoder for Reed-Muller Codes. ISTC (2021)
Thibaud Tonnellier, Warren J. Gross
On Systematic Polarization-Adjusted Convolutional (PAC) Codes. IEEE Commun. Lett. 25 (7) (2021)
Nghia Doan, Seyyed Ali Hashemi, Furkan Ercan, Thibaud Tonnellier, Warren J. Gross
Neural Successive Cancellation Flip Decoding of Polar Codes. J. Signal Process. Syst. 93 (6) (2021)
Seyyed Ali Hashemi, Nghia Doan, Warren J. Gross, John M. Cioffi, Andrea Goldsmith
A Tree Search Approach for Maximum-Likelihood Decoding of Reed-Muller Codes. CoRR (2021)
Syed Mohsin Abbas, Thibaud Tonnellier, Furkan Ercan, Marwan Jalaleddine, Warren J. Gross
High-Throughput and Energy-Efficient VLSI Architecture for Ordered Reliability Bits GRAND. CoRR (2021)
Thibaud Tonnellier, Marzieh Hashemipour, Nghia Doan, Warren J. Gross, Alexios Balatsoukas-Stimming
Towards Practical Near-Maximum-Likelihood Decoding of Error-Correcting Codes: An Overview. ICASSP (2021)
Nghia Doan, Seyyed Ali Hashemi, Furkan Ercan, Warren J. Gross
Fast SC-Flip Decoding of Polar Codes with Reinforcement Learning. ICC (2021)
Nghia Doan, Seyyed Ali Hashemi, Marco Mondelli, Warren J. Gross
Decoding Reed-Muller Codes with Successive Factor-Graph Permutations. CoRR (2021)
Syed Mohsin Abbas, Thibaud Tonnellier, Furkan Ercan, Marwan Jalaleddine, Warren J. Gross
High-Throughput VLSI Architecture for Soft-Decision Decoding with ORBGRAND. ICASSP (2021)
Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
High-Throughput VLSI Architecture for GRAND Markov Order. SiPS (2021)
Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross
High-Throughput VLSI Architecture for GRAND Markov Order. CoRR (2021)
Elie Ngomseu Mambou, Thibaud Tonnellier, Warren J. Gross
Improved Dimming Scheme based on Non-DC Free RLL Codes for VLC. ISTC (2021)
Nghia Doan, Seyyed Ali Hashemi, Warren J. Gross
Successive-Cancellation Decoding of Reed-Muller Codes with Fast Hadamard Transform. CoRR (2021)
Seyyed Ali Hashemi, Nghia Doan, Warren J. Gross, John M. Cioffi, Andrea Goldsmith
A Tree Search Approach for Maximum-Likelihood Decoding of Reed-Muller Codes. GLOBECOM (Workshops) (2021)
Amir Ardakani, Arash Ardakani, Warren J. Gross
Fault-Tolerance of Binarized and Stochastic Computing-based Neural Networks. SiPS (2021)
Huayi Zhou, Yuxiang Fu, Zaichen Zhang, Warren J. Gross, Xiaohu You, Chuan Zhang
An Efficient Software List Sphere Decoder for Polar Codes. J. Signal Process. Syst. 92 (5) (2020)
Zixuan Yin, Warren J. Gross, Brett H. Meyer
Probabilistic Sequential Multi-Objective Optimization of Convolutional Neural Networks. DATE (2020)
Huayi Zhou, Warren J. Gross, Zaichen Zhang, Xiaohu You, Chuan Zhang
A Linear-Complexity Channel-Independent Code Construction Method for List Sphere Polar Decoder. J. Signal Process. Syst. 92 (7) (2020)
Nghia Doan, Seyyed Ali Hashemi, Warren J. Gross
Decoding Polar Codes with Reinforcement Learning. CoRR (2020)
Syed Mohsin Abbas, Thibaud Tonnellier, Furkan Ercan, Warren J. Gross
High-Throughput VLSI Architecture for GRAND. CoRR (2020)
Furkan Ercan, Warren J. Gross
Fast Thresholded SC-Flip Decoding of Polar Codes. CoRR (2020)
Huayi Zhou, Wenqing Song, Warren J. Gross, Zaichen Zhang, Xiaohu You, Chuan Zhang
An Efficient Software Stack Sphere Decoder for Polar Codes. IEEE Trans. Veh. Technol. 69 (2) (2020)
Duckgyu Shin, Naoya Onizawa, Warren J. Gross, Takahiro Hanyu
Training Hardware for Binarized Convolutional Neural Network Based on CMOS Invertible Logic. IEEE Access 8 (2020)
Furkan Ercan, Thibaud Tonnellier, Nghia Doan, Warren J. Gross
Practical Dynamic SC-Flip Polar Decoders: Algorithm and Implementation. CoRR (2020)
Naoya Onizawa, Sean C. Smithson, Brett H. Meyer, Warren J. Gross, Takahiro Hanyu
In-Hardware Training Chip Based on CMOS Invertible Logic for Machine Learning. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. (5) (2020)
Nghia Doan, Seyyed Ali Hashemi, Warren J. Gross
Decoding Polar Codes with Reinforcement Learning. GLOBECOM (2020)
Furkan Ercan, Thibaud Tonnellier, Carlo Condo, Warren J. Gross
Operation Merging for Hardware Implementations of Fast Polar Decoders. CoRR (2020)
Arash Ardakani, Carlo Condo, Warren J. Gross
Fast and Efficient Convolutional Accelerator for Edge Computing. IEEE Trans. Computers 69 (1) (2020)
Furkan Ercan, Thibaud Tonnellier, Nghia Doan, Warren J. Gross
Practical Dynamic SC-Flip Polar Decoders: Algorithm and Implementation. IEEE Trans. Signal Process. 68 (2020)
Zhengyun Ji, Warren J. Gross
Towards Efficient On-Chip Learning using Equilibrium Propagation. ISCAS (2020)
Syed Mohsin Abbas, Thibaud Tonnellier, Furkan Ercan, Warren J. Gross
High-Throughput VLSI Architecture for GRAND. SiPS (2020)
Thibaud Tonnellier, Warren J. Gross
On Systematic Polarization-Adjusted Convolutional (PAC) Codes. CoRR (2020)
Zhiwei Zhong, Warren J. Gross, Zaichen Zhang, Xiaohu You, Chuan Zhang
Polar Compiler: Auto-Generator of Hardware Architectures for Polar Encoders. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2020)
Furkan Ercan, Thibaud Tonnellier, Nghia Doan, Warren J. Gross
Simplified Dynamic SC-Flip Polar Decoding. ICASSP (2020)
Arash Ardakani, Amir Ardakani, Warren J. Gross
A Regression-Based Method to Synthesize Complex Arithmetic Computations on Stochastic Streams. ISCAS (2020)
Bo Zheng, Carlo Condo, Warren J. Gross, Odile Liboiron-Ladouceur
High-Throughput Low-Latency Encoder and Decoder for a Class of Generalized Reed-Solomon Codes for Short-Reach Optical Communications. IEEE Trans. Circuits Syst. II Express Briefs (4) (2020)
Arash Ardakani, Amir Ardakani, Warren J. Gross
Training Linear Finite-State Machines. NeurIPS (2020)
Furkan Ercan, Thibaud Tonnellier, Warren J. Gross
Energy-Efficient Hardware Architectures for Fast Polar Decoders. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2020)
Furkan Ercan, Warren J. Gross
Fast Thresholded SC-Flip Decoding of Polar Codes. ICC (2020)
Huayi Zhou, Warren J. Gross, Zaichen Zhang, Xiaohu You, Chuan Zhang
Efficient Sphere Polar Decoding via Synchronous Determination. IEEE Trans. Veh. Technol. 69 (6) (2020)
Arash Ardakani, Zhengyun Ji, Amir Ardakani, Warren J. Gross
The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic. NeurIPS (2019)
Sean C. Smithson, Naoya Onizawa, Brett H. Meyer, Warren J. Gross, Takahiro Hanyu
Efficient CMOS Invertible Logic Using Stochastic Computing. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2019)
Elie Ngomseu Mambou, Thibaud Tonnellier, Seyyed Ali Hashemi, Warren J. Gross
Efficient Flicker-Free FEC Codes Using Knuth's Balancing Algorithm for VLC. GLOBECOM (2019)
Kaining Han, Junchao Wang, Warren J. Gross, Jianhao Hu
Stochastic Bit-Wise Iterative Decoding of Polar Codes. IEEE Trans. Signal Process. 67 (5) (2019)
Nghia Doan, Seyyed Ali Hashemi, Elie Ngomseu Mambou, Thibaud Tonnellier, Warren J. Gross
Neural Belief Propagation Decoding of CRC-Polar Concatenated Codes. ICC (2019)
Naoya Onizawa, Kaito Nishino, Sean C. Smithson, Brett H. Meyer, Warren J. Gross, Hitoshi Yamagata, Hiroyuki Fujita, Takahiro Hanyu
A Design Framework for Invertible Logic. ACSSC (2019)

Warren J. Gross.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Warren J. Gross