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  1. Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference

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  2. VitaLLM: A Versatile and Tiny Accelerator for Mixed-Precision LLM Inference on Edge Devices

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  3. A PVT-Resilient Subthreshold SRAM-Based In-Memory Computing Accelerator with In-Situ Regulation for Energy-Efficient Spiking Neural Networks

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  4. DPU or GPU for Accelerating Neural Networks Inference -- Why not both? Split CNN Inference

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  5. Low-rank Preconditioning in Beamspace Domain For Massive MU-MIMO Long-Term Beamforming

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  6. Performance and Energy Benefits of MRDIMMs

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  7. Cerberus: Cross-Layer ECC Co-Design for Robust and Efficient Memory Protection

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  8. A Protocol-Independent Transport Architecture

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  9. ViM-Q: Scalable Algorithm-Hardware Co-Design for Vision Mamba Model Inference on FPGA

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  10. RV-IM100: Quantifying ISA Extension, Datapath Width, and Pipeline Depth Trade-offs in RISC-V Microarchitectures

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  11. PipeRTL: Timing-Aware Pipeline Optimization at IR-Level for RTL Generation

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  12. SPEC CPU: The Next Generation

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  13. Understanding Simulated Architecture via gem5 Call-Stack Profiling

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  14. AMSnet-q: Unsupervised Circuit Identification and Performance Labeling for AMS Circuits

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  15. Evolution of NVENC Efficiency: A Longitudinal Analysis of HQ and UHQ Tuning Efficiency, Latency and Energy Trade-offs

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  16. SPEC CPU2026: Characterization, Representativeness, and Cross-Suite Comparison

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  17. Design and Implementation of BNN-Based Object Detection on FPGA

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  18. On-Orbit Real-Time Wildfire Detection Under On-Board Constraints

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  19. PoTAcc: A Pipeline for End-to-End Acceleration of Power-of-Two Quantized DNNs

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  20. XtraMAC: An Efficient MAC Architecture for Mixed-Precision LLM Inference on FPGA

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