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Robert Mullins
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Robert Mullins22 visible / 22 total nodes / 80 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipRobert MullinsARobert MullinsResearcherTriAxialKV: Toward Extreme Low-Precision KV-Cache Quantization for Agentic Inference TasksWTriAxialKV: Toward Extr...preprint / 2026Quantamination: Dynamic Quantization Leaks Your Data Across the BatchWQuantamination: Dynamic...preprint / 2026Yiren ZhaoAYiren ZhaoResearcherHanzhang ShenAHanzhang ShenResearcherHaoran WuAHaoran WuResearcherHanna FoersterAHanna FoersterResearcherIlia ShumailovAIlia ShumailovResearcherJamie HayesAJamie HayesResearcherCheng ZhangACheng ZhangResearcherMachine LearningTMachine Learning49008 worksCryptography and SecurityTCryptography and Security7258 worksAccelerate Cycle-Level Full-System Simulation of Multi-Core RISC-V Systems with Binary TranslationWAccelerate Cycle-Level ...preprint / 2020Muntjac -- Open Source Multicore RV64 Linux-capable SoCWMuntjac -- Open Source ...preprint / 2022To compress or not to compress: Understanding the Interactions between Adversarial Attacks and Neural Network CompressionWTo compress or not to c...preprint / 2020Towards Certifiable Adversarial Sample DetectionWTowards Certifiable Adv...preprint / 2020Configurable memory systems for embedded many-core processorsWConfigurable memory sys...preprint / 2016Model Architecture Adaption for Bayesian Neural NetworksWModel Architecture Adap...preprint / 2022Efficient Adversarial Training With Data PruningWEfficient Adversarial T...preprint / 2022Architectural Backdoors in Neural NetworksWArchitectural Backdoors...preprint / 2022Learned Low Precision Graph Neural NetworksWLearned Low Precision G...preprint / 2020Probabilistic Dual Network Architecture Search on GraphsWProbabilistic Dual Netw...preprint / 2020
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Robert Mullins

Researcher

PaperTriAxialKV: Toward Extreme Low-Precision KV-Cache Quantization for Agentic Inference TasksAuthorship / preprint / 2026PaperQuantamination: Dynamic Quantization Leaks Your Data Across the BatchAuthorship / preprint / 2026PersonYiren ZhaoCo-authorship / ResearcherPersonHanzhang ShenCo-authorship / ResearcherPersonHaoran WuCo-authorship / ResearcherPersonHanna FoersterCo-authorship / ResearcherPersonIlia ShumailovCo-authorship / ResearcherPersonJamie HayesCo-authorship / Researcher

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