2026-05-13T10:07:41.687Z https://xueyu-ubc.github.io/ Xue Yu Hexo https://xueyu-ubc.github.io/2026/05/01/Embodied_World_Models/ 2026-05-01T00:00:00.000Z 2026-05-13T10:07:41.687Z

<h1>Evaluation</h1> <h2 id="20250518-ewmbench-evaluating-scene-motion-and-semantic-quality-in-embodied-world-models"><a

https://xueyu-ubc.github.io/2025/07/08/DeepLearningAI/ 2025-07-07T16:00:00.000Z 2025-07-15T11:08:48.999Z

<h1><a href="https://www.deeplearning.ai/short-courses/mcp-build-rich-context-ai-apps-with-anthropic/">（20250709）MCP: Build Rich-Context AI

https://xueyu-ubc.github.io/2025/06/01/GUIagent_papers/ 2025-05-31T16:00:00.000Z 2025-11-19T09:18:18.049Z

<h1><a href="https://arxiv.org/abs/2401.10935">（202402）SeeClick: Harnessing GUI Grounding for Advanced Visual GUI

https://xueyu-ubc.github.io/2025/05/01/GUIagent-with-RL-papers/ 2025-05-01T00:00:00.000Z 2025-09-30T06:38:35.653Z

<h1><a href="https://arxiv.org/abs/1805.08296">(201805)(HRL) Data-Efficient Hierarchical Reinforcement Learning</a></h1> <h1><a

https://xueyu-ubc.github.io/2025/05/01/World-model/ 2025-05-01T00:00:00.000Z 2026-05-06T06:57:07.911Z

<h1><a href="%E2%80%8Bhttps://arxiv.org/html/2406.14852v1%E2%80%8B">(202411) Is A Picture Worth A Thousand Words? Delving Into Spatial

https://xueyu-ubc.github.io/2025/05/01/multi_agent_papers/ 2025-05-01T00:00:00.000Z 2025-07-15T08:38:42.895Z

<h1><a href="https://huggingface.co/gaia-benchmark">(20231121)（Benchmark） GAIA: A Benchmark for General AI Assistants</a></h1> <p>本文提出了

https://xueyu-ubc.github.io/2025/04/28/trustworthy_agent/ 2025-04-28T09:00:00.000Z 2025-12-18T08:37:40.114Z

<h1>Agent Safety</h1> <h2 id="20241114-navigating-the-risks-a-survey-of-security-privacy-and-ethics-threats-in-llm-based-agents"><a

https://xueyu-ubc.github.io/2025/04/23/Reinforcement-Learning/ 2025-04-23T02:00:00.000Z 2025-09-19T02:25:01.541Z

<h2 id="llm-的幻觉问题">LLM 的幻觉问题</h2> <p>Great thanks to this blog: <a href="https://aman.ai/primers/ai/hallucination/">NLP • Hallucination

https://xueyu-ubc.github.io/2025/04/18/UI_TARS/ 2025-04-17T16:00:00.000Z 2025-09-19T02:29:56.341Z

<h1><a href="https://arxiv.org/abs/2501.12326v1">UI-TARS: Pioneering Automated GUI Interaction with Native Agents</a></h1> <h2

https://xueyu-ubc.github.io/2025/03/21/The_State_of_LLM_Reasoning_Models/ 2025-03-21T09:00:00.000Z 2026-05-14T07:54:13.836Z

<h1>Part 1: Inference-Time Compute Scaling Methods</h1> <p>在 2025 年，提高 LLM 的推理能力已成为最热门的话题之一，更强的推理能力使 LLM

https://xueyu-ubc.github.io/2025/03/19/DiffusionModels/ 2025-03-19T03:00:00.000Z 2025-05-26T15:30:10.899Z

<h1>Latent Diffusion Models</h1> <p><a href="https://github.com/CompVis/latent-diffusion?tab=readme-ov-file">Official PyTorch

https://xueyu-ubc.github.io/2025/02/01/papers_202502/ 2025-02-01T00:00:00.000Z 2025-03-06T07:25:33.051Z

<h1>DeepSeek 技术路线</h1> <p><a href="https://arxiv.org/abs/2501.12948">DeepSeek-R1 paper</a></p> <p>Blogs:</p> <p><a

https://xueyu-ubc.github.io/2024/11/15/%E6%8E%A8%E8%8D%90%E7%B3%BB%E7%BB%9F/ 2024-11-15T08:00:00.000Z 2025-02-22T06:14:06.682Z

<h1>基本概念</h1> <h3

https://xueyu-ubc.github.io/2024/11/08/Model_Acceleration/ 2024-11-08T11:00:00.000Z 2024-11-08T13:46:05.832Z

<h1>Training Optimizations</h1> <h2 id="flashattention">FlashAttention</h2> <p><a href="https://arxiv.org/abs/2205.14135">FlashAttention:

https://xueyu-ubc.github.io/2024/11/08/agents_framework/ 2024-11-08T06:00:00.000Z 2025-05-07T06:09:15.009Z

<h2 id="1-agent-工作流程">1. Agent

https://xueyu-ubc.github.io/2024/10/08/statistic/ 2024-10-08T02:10:10.000Z 2025-02-25T13:04:34.279Z

<h1>一、机器学习相关</h1> <h2 id="1-基本概念">1. 基本概念</h2> <h3 id="1-1-排序">1.1. 排序</h3> <h4

https://xueyu-ubc.github.io/2024/09/12/VLM/ 2024-09-12T07:00:00.000Z 2025-05-27T06:14:32.368Z

<h1>Architecture of Vision-Language Models</h1> <p>视觉语言模型（VLM）集成了视觉（图像）和文本（语言）信息处理功能。旨在理解和生成涉及图像和文本的内容，从而能够执行图像标题、视觉问题解答和文本到图像的生成等任务。VLM

https://xueyu-ubc.github.io/2024/08/26/Transformer/ 2024-08-25T23:30:00.000Z 2025-02-25T13:15:18.333Z

<h1>Attention is all you need</h1> <h2 id="comparison-with-rnn-and-cnn">Comparison with RNN and CNN</h2> <p>RNN: 对于给定一个序列，从左向右进行计算。对于第<span

https://xueyu-ubc.github.io/2023/11/29/Generative-Models/ 2023-11-29T07:00:00.000Z 2024-08-25T23:38:21.704Z

<h1>Generative Models</h1> <h2 id="autoregressive-models-gan-flow-based-models-vae">Autoregressive Models, GAN, Flow-based Models,

https://xueyu-ubc.github.io/2023/11/07/The%20Effect%20of%20Data%20Centering%20on%20PCA%20Models/ 2023-11-07T11:00:00.000Z 2024-08-25T23:54:07.896Z

<p>A common misconception in PCA is that PC 1 is the mean of the data when the data are not centered. It was shown in this paper that PC 1