Mutation-Guided Differentiable Quadratic Combinatorial Optimization

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LLM hallucinations in the wild: Large-scale evidence from non-existent citations

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Faculty mobility reallocates research capacity within persistent institutional hierarchies

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Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation

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FLAM: Evaluating Model Performance with Aggregatable Measures in Federated Learning

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mathsf{VISTA}: Decentralized Machine Learning in Adversary Dominated Environments

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Accelerating Precise End-to-End Simulation: Latency-Sensitive Many-core System Modeling

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Stable and low associative left-right hashing

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A Scalable Recipe on SuperMUC-NG Phase 2: Efficient Large-Scale Training of Language Models

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HexiSeq: Accommodating Long Context Training of LLMs over Heterogeneous Hardware

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Deadline-Driven Hierarchical Agentic Resource Sharing for AI Services and RAN Functions in AI-RAN

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RcLLM: Accelerating Generative Recommendation via Beyond-Prefix KV Caching

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MERBIT: A GPU-Based SpMV Method for Iterative Workloads

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SparseRL-Sync: Lossless Weight Synchronization with ~100x Less Communication

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TREA: Low-precision Time-Multiplexed, Resource-Efficient Edge Accelerator for Object Detection and Classification

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Resource-Element Energy Difference for Noncoherent Over-the-Air Federated Learning

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FATE: Future-State-Aware Scheduling for Heterogeneous LLM Workflows

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On Similarity of Computational Kernels in our Codes and Proxies

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A Physical Model of Quantum Bit Behavior Based on a Programmable FPGA Integrated Circuit

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Regulating Branch Parallelism in LLM Serving

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