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awesome-papers-awesome

LanceZPF

一个精选的元索引,收录了 GitHub 上维护论文合集、文献目录和阅读清单的仓库,基于 ACM CCS 分类法组织,并将人工智能作为独立的一级领域。

Stars

374

7 天增长

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Fork 数

1

开放 Issue

0

开源协议

暂无数据

最近更新

2026-07-16

AI 仓库情报摘要
FR-AI / ANALYSIS

为什么值得关注

它是经过人工审核的双语索引,涵盖 260 个已验证仓库,跨越 14 个领域,使用标准化分类法并提供常用快捷方式,是发现计算机科学论文合集的全面起点。

适合谁使用

  • 希望在自己领域寻找精选论文列表的计算机科学研究者
  • 寻找阅读清单或综述合集的师生
  • 希望跟踪研究趋势的从业者和工程师
  • 学术图书馆员或科学资源管理者

典型使用场景

  • 发现特定 CS 子领域的最佳 GitHub 论文合集
  • 为文献综述或课程准备查找阅读清单
  • 通过聚合的仓库探索大语言模型、AI 安全、强化学习等热门话题
  • 利用结构化分类法导航计算机科学文献

项目优势

  • 经过人工审核,条目有论文列表证据,不单纯依赖流行度
  • 采用 ACM 计算分类系统层级,并将人工智能作为独立领域
  • 中英双语,服务全球用户
  • 提供 GitHub 星标的快照辅助发现,同时注明星标不代表质量评分

使用前须知

  • 星标数为快照,可能随时间过时
  • 依赖外部仓库,这些仓库可能停止维护或归档
  • 仅限 GitHub,其他平台上的论文合集未被收录

README 快速开始

Awesome Papers Awesome One index for the indexes: discover the best GitHub paper collections across computer science. 以 ACM CCS 为主干、将人工智能设为独立一级领域的计算机科学论文合集导航。

260 verified repositories · 390 category placements · 95 topics · 14 fields Bilingual / 双语 · English · 简体中文

A curated meta-index of repositories that maintain bibliographies, reading lists, survey collections, and paper notes. It uses an ACM Computing Classification System-aligned hierarchy, with artificial intelligence as an independent first-level field and machine learning as one of its topics; every link points to a collection, not an individual paper.

Snapshot: GitHub stars checked on 2026-07-16. Stars help discovery; they are not quality scores. Repository descriptions preserve their upstream language.

Popular shortcuts: Artificial intelligenceMachine learning · Systems · Data management · Security · HCI · Computer graphics

Contents

How this list works

  • Collections, not single papers. A repository must contain a sustained paper list, bibliography, or substantial paper section; one-paper implementations and generic tool lists are out of scope.
  • Evidence before popularity. Every entry is manually reviewed for paper-list evidence, then ranked by its current GitHub stars. Strong niche collections are welcome even when their star count is modest.
  • Specific beats broad. Topic-focused collections are preferred. A repository may be cross-listed only when it is genuinely useful in more than one field.
  • Healthy repositories only. Forks and archived repositories are excluded, and near-identical repository names are capped to reduce mirrors and clones.

Browse by field

项目描述

The unified gateway to high-quality Awesome XXX Paper repositories.

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