Cao Zihang - Blog

「抵近知识无人区」

【阅】本周阅读摘选2026-07-13 → 2026-07-19

本周阅读摘选 2026-07-13 → 2026-07-19 目录学术相关 Multi-turn agentic scientific literature search via workflow induction 学术相关 Multi-turn agentic scientific literature search via workflow induction 1 Li, J., Li, B., Jiang, N....

Posted by Cao Zihang on July 20, 2026

【阅】本周阅读摘选2026-07-06 → 2026-07-12

本周阅读摘选 2026-07-06 → 2026-07-12 目录学术相关 GrepSeek: Training Search Agents for Direct Corpus Interaction 学术相关 GrepSeek: Training Search Agents for Direct Corpus Interaction 1 Salemi, A., Zeng, C., Nijasure, A., Chung...

Posted by Cao Zihang on July 13, 2026

【阅】本周阅读摘选2026-06-29 → 2026-07-05

本周阅读摘选 2026-06-29 → 2026-07-05 目录学术相关 AgentSociety 2: An Integrated Research Environment for Executable Social Science 进化算法学术相关 AgentSociety 2: An Integrated Research Environment for Executable Social Science 1 本质上是一个...

Posted by Cao Zihang on July 6, 2026

【阅】本周阅读摘选2026-06-22 → 2026-06-28

本周阅读摘选 2026-06-22 → 2026-06-28 目录学术相关 EvoEmbedding: evolvable representations for long-context retrieval and agentic memory 技术技巧 Datawhale 邱汉宸丨最新！万字综述 Prompt 到 Loop 进化学术相关 EvoEmbedding: evolvable representat...

Posted by Cao Zihang on June 29, 2026

【阅】本周阅读摘选2026-06-15 → 2026-06-21

本周阅读摘选 2026-06-15 → 2026-06-21 目录学术相关 Large language models and causal inference in collaboration: a survey 学术相关 Large language models and causal inference in collaboration: a survey 1 Treatment Effet Estimation ...

Posted by Cao Zihang on June 22, 2026

【阅】本周阅读摘选2026-06-08 → 2026-06-14

本周阅读摘选 2026-06-08 → 2026-06-14 目录学术相关数据派THU丨别把 LLM 提取的主题当成真实变量技术技巧 DeepHub丨Pydantic V2 CheatSheet 学术相关数据派THU丨别把 LLM 提取的主题当成真实变量 LLM 生成的主题标签是“生成变量”，它继承了文本产生机制、模型提取过程和样本选择机制中的隐含假设。因而，在将此类变量用于回归、A/B 测试或因果推...

Posted by Cao Zihang on June 15, 2026

【阅】本周阅读摘选2026-06-01 → 2026-06-07

本周阅读摘选 2026-06-01 → 2026-06-07 目录学术相关 SkillAdaptor: Self-adapting skills for LLM agents from trajectories Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery 学术相关 S...

Posted by Cao Zihang on June 8, 2026

【阅】本周阅读摘选2026-05-25 → 2026-05-31

本周阅读摘选 2026-05-25 → 2026-05-31 目录学术相关 Intern-Atlas 0. Execution Overview 1. High-level Design (Indexing → Retrieval → Generation) 2. Offline Construction: Indexing (Detailed Execution) 3. Onli...

Posted by Cao Zihang on June 1, 2026

【阅】本周阅读摘选2026-05-18 → 2026-05-24

本周阅读摘选 2026-05-18 → 2026-05-24 目录学术相关 HippoRAG 0. Execution Overview 1. High-level Design (Indexing → Retrieval → Generation) 2. Offline Construction: Indexing (Detailed Execution) 3. Online Q...

Posted by Cao Zihang on May 25, 2026

【阅】本周阅读摘选2026-05-11 → 2026-05-17

本周阅读摘选 2026-05-11 → 2026-05-17 目录学术相关 LightRAG 0. Execution Overview 1. High-level Design (Indexing → Retrieval → Generation) 2. Offline Construction: Indexing (Detailed Execution) 3. Online Q...

Posted by Cao Zihang on May 18, 2026