LightNobel: Improving Sequence Length Limitation in Protein Structure Prediction Model via Adaptive Activation Quantization

HuMoniX: A 57.3 fps 12.8 TFLOPS/W Text-to-Motion Processor with Inter-Iteration Output Sparsity and Inter-Frame Joint Similarity

AdapTiV: Sign-Similarity based Image-Adaptive Token Merging for Vision Transformer Acceleration

LPU: A Latency-Optimized Highly Scalable Processor for Large Language Model Inference

Strix: An End-to-End Streaming Architecture with Two-Level Ciphertext Batching for Fully Homomorphic Encryption with Programmable Bootstrapping

DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation