Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Pareto-optimal quantum kernel selection for unsupervised anomaly detection on real malware beaconing dataMultiverse Computing · arXiv (Cornell University)Oct 7Fast Tensorization of Neural Networks via Slice-Wise Feature DistillationMultiverse Computing · Lecture notes in computer scienceSep 30PAANI : On Device Visual Evidence Fusion and Explainable Guidance for River Robot SimulationMultiverse Computing · arXiv (Cornell University)Sep 17Safety for Whom? Boundary-Aware Self-Distillation for Controlled LLM Safety RefusalMultiverse Computing · arXiv (Cornell University)Sep 3Quantization-Aware Healing: A Practical Recipe for Recovering Compressed, 4-Bit LLMsMultiverse Computing · arXiv (Cornell University)Aug 21Efficient Knowledge Distillation for LLMs: Offline Top-K Logits and a Fused Chunked KL LossMultiverse Computing · arXiv (Cornell University)Aug 4Where Facts Go Missing: A Layerwise Taxonomy and Per-Layer Attribution of Information Omission in Air-Gapped LLMAgent PipelinesMultiverse Computing · arXiv (Cornell University)Jul 24Weight Clustering Reveals the Importance of Relative Rank in Large Language ModelsMultiverse Computing · arXiv (Cornell University)Mar 18Classical neural networks on quantum devices via tensor network disentanglers: A case study in image classificationMultiverse Computing · Physical Review ResearchMar 12LLM Compression by Block Removal with Constrained Binary OptimizationMultiverse Computing · arXiv (Cornell University)Jan 29Limitations of quantum hardware for molecular energy estimation using VQEMultiverse Computing · Physical Chemistry Chemical Physics5 citationsJan 1Hacking cryptographic protocols with Tensor Network attacksMultiverse Computing · Physica ScriptaJul 9, 2025Tensor networks for explainable machine learning in cybersecurityMultiverse Computing · Neurocomputing9 citationsApr 17, 2025Hacking Cryptographic Protocols with Advanced Variational Quantum AttacksMultiverse Computing · ACM Transactions on Quantum Computing7 citationsFeb 18, 2025Image classification with rotation-invariant variational quantum circuitsMultiverse Computing · Physical Review Research11 citationsJan 22, 2025Quantum-Inspired Solver for Simulating Material DeformationsMultiverse Computing · arXiv (Cornell University)Jan 21, 2025Quantum-Based QoE Optimization in Advanced Cellular Networks: Integration and Cloud Gaming Use CaseMultiverse Computing · IEEE Open Journal of the Communications Society2 citationsJan 1, 2025CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor NetworksMultiverse Computing · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)Jan 1, 2025