Sai Qian Zhang

WSVD: Weighted Low-Rank Approximation for Fast and Efficient Execution of Low-Precision Vision-Language Models

CodeQuant: Unified Clustering and Quantization for Enhanced Outlier Smoothing in Low-Precision Mixture-of-Experts

STAR: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation

FoSAM: Focus-Oriented Adaptive Token Sampling for Efficient Segment Anything in Augmented Reality

QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models

DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation

ESCA: Enabling Seamless Codec Avatar Execution through Algorithm and Hardware Co-Optimization for Virtual Reality

DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding

DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation