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Robert Mullins

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

24

Venues

22

Active years

2003–2026

Best venue rank

A*

Where they publish

Papers

24 indexed papers, newest first.

YearVenueTitleAuthors
2026ISCACombating the Memory Walls: Optimization Pathways for Long-Context Agentic Llm Inference.Haoran Wu, Can Xiao, Jiayi Nie, Xuan Guo, Binglei Lou, Jeffrey T. H. Wong, Zhiwen Mo, Cheng Zhang, Przemyslaw Forys, Chengyang Ai, Timi Adeniran, Wayne Luk, Hongxiang Fan, Jianyi Cheng, Timothy M. Jones, Rika Antonova, Robert Mullins, Aaron Zhao
2025FCCMLLM4DV: Using Large Language Models for Hardware Test Stimuli Generation.Zixi Zhang, Balint Szekely, Pedro Gimenes, Greg Chadwick, Hugo McNally, Jianyi Cheng, Robert Mullins, Yiren Zhao
2025FPLAspo: Constraint-Aware Bayesian Optimization for Fpga-Based Soft Processors.Haoran Wu, Ce Guo, Wayne Luk, Robert Mullins
2025ICLRInverse Constitutional AI: Compressing Preferences into Principles.Arduin Findeis, Timo Kaufmann, Eyke Hllermeier, Samuel Albanie, Robert Mullins
2025SPArchitectural Neural Backdoors from First Principles.Harry Langford, Ilia Shumailov, Yiren Zhao, Robert Mullins, Nicolas Papernot
2023ACLRevisiting Automated Prompting: Are We Actually Doing Better?Yulin Zhou, Yiren Zhao, Ilia Shumailov, Robert Mullins, Yarin Gal
2023ACMLRevisiting Structured Dropout.Yiren Zhao, Oluwatomisin Dada, Robert Mullins, Xitong Gao
2023CVPRArchitectural Backdoors in Neural Networks.Mikel Bober-Irizar, Ilia Shumailov, Yiren Zhao, Robert Mullins, Nicolas Papernot
2023EMNLPDynamic Stashing Quantization for Efficient Transformer Training.Guo Yang, Daniel Lo, Robert Mullins, Yiren Zhao
2022ICMLDAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning.Robert Hnig, Yiren Zhao, Robert Mullins
2020CCSTowards Certifiable Adversarial Sample Detection.Ilia Shumailov, Yiren Zhao, Robert Mullins, Ross J. Anderson
2020DSNBlackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information.Yiren Zhao, Ilia Shumailov, Han Cui, Xitong Gao, Robert Mullins, Ross J. Anderson
2019ICLRDynamic Channel Pruning: Feature Boosting and Suppression.Xitong Gao, Yiren Zhao, Lukasz Dudziak, Robert Mullins, Cheng-Zhong Xu
2019ISPASSCharacterizing Sources of Ineffectual Computations in Deep Learning Networks.Milos Nikolic, Mostafa Mahmoud, Andreas Moshovos, Yiren Zhao, Robert Mullins
2019JURIXDeontic Closure and Conflict in Legal Reasoning.Guido Governatori, Robert Mullins
2018MobisysMayo: A Framework for Auto-generating Hardware Friendly Deep Neural Networks.Yiren Zhao, Xitong Gao, Robert Mullins, Chengzhong Xu
2017ICANN1D-FALCON: Accelerating Deep Convolutional Neural Network Inference by Co-optimization of Models and Underlying Arithmetic Implementation.Partha Maji, Robert Mullins
2016CCPerformance implications of transient loop-carried data dependences in automatically parallelized loops.Niall Murphy, Timothy M. Jones, Robert Mullins, Simone Campanoni
2016NOMSCan machine learning aid in delivering new use cases and scenarios in 5G?Teodora Sandra Buda, Haytham Assem, Lei Xu, Danny Raz, Udi Margolin, Elisha J. Rosensweig, Diego R. Lpez, Marius Iulian Corici, Mikhail Smirnov, Robert Mullins, Olga Uryupina, Alberto Mozo, Bruno Ordozgoiti Rubio, ngel Martn, Alaa Alloush, Pat O'Sullivan, Imen Grida Ben Yahia
2012ECAIThe EternalS Roadmap - Defining a Research Agenda for Eternal Systems.Robert Mullins
2009TridentComA framework for the creation of end user and enabling services on IMS.Robert Mullins
2006ASPDACThe design and implementation of a low-latency on-chip network.Robert Mullins, Andrew West, Simon W. Moore
2004ISCALow-Latency Virtual-Channel Routers for On-Chip Networks.Robert Mullins, Andrew West, Simon W. Moore
2003CHESSecurity Evaluation of Asynchronous Circuits.Jacques J. A. Fournier, Simon W. Moore, Huiyun Li, Robert Mullins, George S. Taylor