All Posts - Wentao's Blog

All Posts

2025

Summary: Fast Inference from Transformers via Speculative Decoding 05-11

Summary: MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generation 04-29

Summary: Infinite Retrieval: Attention Enhanced LLMs in Long-Context Processing 04-27

Summary: Efficient Memory Management for Large Language Model Serving with PagedAttention 04-17

Summary: DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning 04-13

TVM: 2D Depth Conv GPU Optimization 04-07

TVM: GEMM GPU Optimization 04-06

TVM: 1D convolution GPU Optimization 04-03

Summary: ZeRO: Memory Optimizations Toward Training Trillion Parameter Models 04-02

TVM: 1D convolution CPU Optimization 03-31

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