Robert D. Mullins
Orcid: 0000-0002-8393-2748Affiliations:
- University of Cambridge, UK
According to our database1,
Robert D. Mullins
authored at least 68 papers
between 1995 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Complexity Matters: Effective Dimensionality as a Measure for Adversarial Robustness.
CoRR, 2024
ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks.
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024
2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Asian Conference on Machine Learning, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the LCTES '22: 23rd ACM SIGPLAN/SIGBED International Conference on Languages, 2022
DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning.
Proceedings of the International Conference on Machine Learning, 2022
2021
Lane Compression: A Lightweight Lossless Compression Method for Machine Learning on Embedded Systems.
ACM Trans. Embed. Comput. Syst., 2021
Proceedings of the IEEE European Symposium on Security and Privacy, 2021
2020
Future Gener. Comput. Syst., 2020
Accelerate Cycle-Level Full-System Simulation of Multi-Core RISC-V Systems with Binary Translation.
CoRR, 2020
Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information.
Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2020
Proceedings of the AISec@CCS 2020: Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
To Compress Or Not To Compress: Understanding The Interactions Between Adversarial Attacks And Neural Network Compression.
Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the International Conference on Field-Programmable Technology, 2019
Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs.
Proceedings of the 2nd Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, 2019
2018
Future Gener. Comput. Syst., 2018
Entropy, 2018
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018
Proceedings of the 2nd International Workshop on Embedded and Mobile Deep Learning, 2018
2017
ADaPT: optimizing CNN inference on IoT and mobile devices using approximately separable 1-D kernels.
Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017
1D-FALCON: Accelerating Deep Convolutional Neural Network Inference by Co-optimization of Models and Underlying Arithmetic Implementation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
2016
Performance implications of transient loop-carried data dependences in automatically parallelized loops.
Proceedings of the 25th International Conference on Compiler Construction, 2016
2015
2013
IEEE Trans. Computers, 2013
2009
IEEE Trans. Very Large Scale Integr. Syst., 2009
2008
Proceedings of the Second International Symposium on Networks-on-Chips, 2008
2007
Proceedings of the First International Symposium on Networks-on-Chips, 2007
Proceedings of the 13th IEEE International Symposium on Asynchronous Circuits and Systems (ASYNC 2007), 2007
2006
Proceedings of the 2006 Conference on Asia South Pacific Design Automation: ASP-DAC 2006, 2006
2004
Proceedings of the 31st International Symposium on Computer Architecture (ISCA 2004), 2004
2003
Microprocess. Microsystems, 2003
Proceedings of the Cryptographic Hardware and Embedded Systems, 2003
2002
Proceedings of the 8th International Symposium on Advanced Research in Asynchronous Circuits and Systems (ASYNC 2002), 2002
Proceedings of the 8th International Symposium on Advanced Research in Asynchronous Circuits and Systems (ASYNC 2002), 2002
2000
Proceedings of the IEEE International Conference On Computer Design: VLSI In Computers & Processors, 2000
1999
Proceedings of the 1999 International Conference on Parallel Architectures and Compilation Techniques, 1999
1995
Micronets: a model for decentralising control in asynchronous processor architectures.
Proceedings of the Second Working Conference on Asynchronous Design Methodologies, 1995