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 intelligence → Machine learning · Systems · Data management · Security · HCI · Computer graphics

• How this list works
• Browse by field
• Contributing
• Data and maintenance

• 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.

Links count category placements; a repository can appear in more than one field when appropriate.

Topics: Document types · 文献类型 · Cross-computing tools and techniques · 跨计算工具与技术

• mli/paper-reading — 深度学习经典、新论文逐段精读。 ★ 33,576
• arXivTimes/arXivTimes — repository to research & share the machine learning articles. ★ 3,899
• eugeneyan/ml-surveys — Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc. ★ 2,900
• AakashKumarNain/annotated_research_papers — This repo contains annotated research papers that I found really good and useful. ★ 2,790
• aleju/papers — Summaries of machine learning papers. ★ 2,501
• huggingface/awesome-papers — Papers & presentation materials from Hugging Face's internal science day. ★ 2,052
• NiuTrans/ABigSurvey — A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML). ★ 2,030
• Machine-Learning-Tokyo/papers-with-annotations — Research papers with annotations, illustrations and explanations. ★ 826

• leipzig/awesome-reproducible-research — A curated list of reproducible research case studies, projects, tutorials, and media. ★ 391
• faroit/reproducible-audio-research — List of Reproducible Audio Research Papers. ★ 79
• XuYuanchi/Awesome-Reproducible-Analysis-of-Single-Cell-Papers — A curated list of awesome reproducible papers in single-cell omics. ★ 11

Back to top ↑

Topics: AI foundations and interdisciplinary research · 人工智能基础与交叉研究 · Machine learning · 机器学习 · Generative AI and foundation models · 生成式人工智能与基础模型 · Natural language processing, speech, and audio · 自然语言处理、语音与音频 · Computer vision and visual perception · 计算机视觉与视觉感知 · Multimodal learning and intelligence · 多模态学习与智能 · Knowledge representation and reasoning · 知识表示与推理 · Search, planning, and scheduling · 搜索、规划与调度 · Reinforcement learning and sequential decision making · 强化学习与序贯决策 · Intelligent agents and multi-agent systems · 智能体与多智能体系统 · Robotics and embodied AI · 机器人与具身智能 · AI systems and infrastructure · 人工智能系统与基础设施 · Trustworthy, safe, and responsible AI · 可信、安全与负责任的人工智能

• mli/paper-reading — 深度学习经典、新论文逐段精读。 ★ 33,576
• owainlewis/awesome-artificial-intelligence — A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. ★ 15,275
• dair-ai/AI-Papers-of-the-Week — Highlighting the top ML papers every week. ★ 12,653
• eugeneyan/ml-surveys — Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc. ★ 2,900
• huggingface/awesome-papers — Papers & presentation materials from Hugging Face's internal science day. ★ 2,052
• aimerou/awesome-ai-papers — A curated list of the most impressive AI papers. ★ 1,304

• floodsung/Deep-Learning-Papers-Reading-Roadmap — Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! ★ 39,544
• terryum/awesome-deep-learning-papers — The most cited deep learning papers. ★ 26,166
• thunlp/GNNPapers — Must-read papers on graph neural networks (GNN). ★ 16,815
• jindongwang/transferlearning — Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习。 ★ 14,339
• diff-usion/Awesome-Diffusion-Models — A collection of resources and papers on Diffusion Models. ★ 12,352
• yzhao062/anomaly-detection-resources — Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works! ★ 9,344
• dair-ai/ML-Papers-Explained — Explanation to key concepts in ML. ★ 8,578
• hibayesian/awesome-automl-papers — A curated list of automated machine learning papers, articles, tutorials, slides and projects. ★ 4,150
• tirthajyoti/Papers-Literature-ML-DL-RL-AI — Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning. ★ 2,919
• AI-Efficiency/Awesome-Model-Quantization — A list of papers, docs, codes about model quantization. ★ 2,405

• Hannibal046/Awesome-LLM — Awesome-LLM: a curated list of Large Language Model. ★ 27,149
• BradyFU/Awesome-Multimodal-Large-Language-Models — Latest Advances on Multimodal Large Language Models. ★ 17,951
• diff-usion/Awesome-Diffusion-Models — A collection of resources and papers on Diffusion Models. ★ 12,352
• codefuse-ai/Awesome-Code-LLM — [TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets. ★ 3,411
• leofan90/Awesome-World-Models — A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving… ★ 1,896
• YingqingHe/Awesome-LLMs-meet-Multimodal-Generation — A curated list of papers on LLMs-based multimodal generation (image, video, 3D and audio). ★ 549
• DuNGEOnmassster/awesome-customized-generative-AI — Papers and codes collection for customized, personalized and editable generative models. ★ 28

• Hannibal046/Awesome-LLM — Awesome-LLM: a curated list of Large Language Model. ★ 27,149
• sebastianruder/NLP-progress — Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. ★ 22,957
• codefuse-ai/Awesome-Code-LLM — [TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets. ★ 3,411
• ybayle/awesome-deep-learning-music — List of articles related to deep learning applied to music. ★ 2,974
• NiuTrans/ABigSurvey — A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML). ★ 2,030
• yingpengma/Awesome-Story-Generation — This repository collects an extensive list of awesome papers about Story Generation / Storytelling, exclusively focusing on the era of Large Language Models… ★ 639
• metame-ai/awesome-audio-plaza — Daily tracking of awesome audio papers, including music generation, zero-shot tts, asr, audio generation. ★ 410
• juhayna-zh/Awesome-Music-Generation-Papers — Curated list of groundbreaking music generation research. ★ 21

• MrNeRF/awesome-3D-gaussian-splatting — Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months. ★ 8,759
• awesome-NeRF/awesome-NeRF — A curated list of awesome neural radiance fields papers. ★ 6,774
• openMVG/awesome_3DReconstruction_list — A curated list of papers & resources linked to 3D reconstruction from images. ★ 4,410
• Daisy-Zhang/Awesome-Deepfakes-Detection — A list of tools, papers and code related to Deepfake Detection. ★ 1,803
• tstanislawek/awesome-document-understanding — A curated list of resources for Document Understanding (DU) topic. ★ 1,525
• sotayang/Awesome-Streaming-Video-Understanding — [Awesome] Latest Papers, Codes & Datasets on Streaming / Online Video Understanding — Building Always-on, Real-time Video AI. ★ 408
• ingra14m/Awesome-Inverse-Rendering — A collection of papers on neural field-based inverse rendering. ★ 260

• BradyFU/Awesome-Multimodal-Large-Language-Models — Latest Advances on Multimodal Large Language Models. ★ 17,951
• tstanislawek/awesome-document-understanding — A curated list of resources for Document Understanding (DU) topic. ★ 1,525
• showlab/Awesome-Unified-Multimodal-Models — This is a repository for organizing papers, codes and other resources related to unified multimodal models. ★ 828
• YingqingHe/Awesome-LLMs-meet-Multimodal-Generation — A curated list of papers on LLMs-based multimodal generation (image, video, 3D and audio). ★ 549
• friedrichor/Awesome-Multimodal-Papers — A curated list of awesome Multimodal studies. ★ 341
• WILLOSCAR/Awesome-HCI-LLM — Awesome-HCI （Ubiquitous, LLM, MLLM, Agent, RAG, Embodied-AI, RLHF). ★ 25

• DEEP-PolyU/Awesome-GraphRAG — Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation. ★ 2,529
• zjukg/KG-LLM-Papers — [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs). ★ 2,217
• heathersherry/Knowledge-Graph-Tutorials-and-Papers — Insightful Tutorials and Papers about Knowledge Graphs. ★ 1,058
• zhaoyu-li/DL4TP — [COLM 2024] A Survey on Deep Learning for Theorem Proving. ★ 226
• thuwzy/Neural-Symbolic-and-Probabilistic-Logic-Papers — A curated paper list on neural symbolic and probabilistic logic. ★ 137
• mattfaltyn/awesome-neuro-symbolic-ai — A curated list of awesome Neuro-Symbolic AI frameworks, libraries, software, papers, and videos. ★ 15
• tritrang88/awesome-llm-symbolic-reasoning — This repository is a living collection of research papers exploring the exciting intersection of Neuro-Symbolic AI and Large Language Models. ★ 6

• guyulongcs/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising — Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. ★ 2,549
• Thinklab-SJTU/awesome-ml4co — Awesome machine learning for combinatorial optimization papers. ★ 2,141
• RUCAIBox/Awesome-RSPapers — Recommender System Papers. ★ 985
• gabriben/awesome-generative-information-retrieval — Curated paper and reading-list repository. ★ 726
• ict-bigdatalab/awesome-pretrained-models-for-information-retrieval — A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR). ★ 677
• S-Lab-System-Group/Awesome-DL-Scheduling-Papers — Curated paper and reading-list repository. ★ 332
• matchyc/vector-search-papers — Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). ★ 117
• igeng/awesome-drl-cloud-scheduling — A curated list of research papers, code, and tools applying deep reinforcement learning (DRL) to cloud/microservice resource scheduling and autoscaling. ★ 9

• aikorea/awesome-rl — Reinforcement learning resources curated. ★ 9,872
• opendilab/awesome-RLHF — A curated list of reinforcement learning with human feedback resources (continually updated). ★ 4,413
• tirthajyoti/Papers-Literature-ML-DL-RL-AI — Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning. ★ 2,919
• TsinghuaC3I/Awesome-RL-for-LRMs — A Survey of Reinforcement Learning for Large Reasoning Models. ★ 2,467
• hanjuku-kaso/awesome-offline-rl — An index of algorithms for offline reinforcement learning (offline-rl). ★ 1,071
• Denghaoyuan123/Awesome-RL-VLA — A Survey on Reinforcement Learning of Vision-Language-Action Models for Robotic Manipulation. ★ 793
• jiachenli94/Awesome-Decision-Making-Reinforcement-Learning — A selection of state-of-the-art research materials on decision making and motion planning. ★ 242
• igeng/awesome-drl-cloud-scheduling — A curated list of research papers, code, and tools applying deep reinforcement learning (DRL) to cloud/microservice resource scheduling and autoscaling. ★ 9

• WooooDyy/LLM-Agent-Paper-List — The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al. ★ 8,168
• VoltAgent/awesome-ai-agent-papers — A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems. ★ 1,588
• PurCL/ASE — A continuously updated collection of papers on agentic SE. ★ 630
• MobileLLM/Personal_LLM_Agents_Survey — Paper list for Personal LLM Agents. ★ 433
• YoungDubbyDu/Awesome-LLM-Agent-Optimization-Papers — This is the reading list for the survey "A Survey on the Optimization of LLM-based Agents ". ★ 241
• qhy991/Awesome-LLM-Circuit-Agent — A repository for academic works on RTL generation and Analog circuit generation based on LLM. ★ 21
• tamlhp/awesome-sns — Curated papers, datasets, and benchmarks for social network simulation, from classical network models to LLM-based agentic social systems. ★ 10

• LMD0311/Awesome-World-Model — Collect some World Models for Autonomous Driving (and Robotic, etc.) papers. ★ 2,157
• leofan90/Awesome-World-Models — A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving… ★ 1,896
• keon/awesome-physical-ai — A curated list of academic papers and resources on Physical AI — focusing on Vision-Language-Action (VLA) models, world models, embodied ai, and robotic… ★ 354
• jslee02/awesome-robotics-simulation — A curated list of resources for multibody dynamics simulation papers. ★ 95
• HaoqinHong/Awesome-Physically-Interactive-World-Models — A curated list of papers and open-source resources focused on Physics-Inspired 3D Reconstruction and Simulation, intended to keep pace with the anticipated… ★ 57
• FutureTwT/awesome-world-models-for-vla-agents — Official repository for "Towards Generalist Embodied AI: A Survey on World Models for VLA Agents". ★ 46

• xlite-dev/Awesome-LLM-Inference — A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc. ★ 5,396
• HuaizhengZhang/AI-Infra-from-Zero-to-Hero — Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ★ 4,196
• merrymercy/awesome-tensor-compilers — A list of awesome compiler projects and papers for tensor computation and deep learning. ★ 2,764
• AI-Efficiency/Awesome-Model-Quantization — A list of papers, docs, codes about model quantization. ★ 2,405
• byungsoo-oh/ml-systems-papers — Curated collection of papers in machine learning systems. ★ 631
• goabiaryan/awesome-gpu-engineering — GPU Engineering for AI Systems. ★ 539
• AI-in-Transportation-Lab/awesome-tinyml — A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on TinyML — the… ★ 132
• LonghornSilicon/awesome-ai-accelerators — A curated list of AI accelerator papers, resources, tools, and open-source projects. ★ 124
• MPSLab-ASU/ML-Accelerators — Topics in Machine Learning Accelerator Design. ★ 105
• Kyrie-Zhao/awesome-real-time-AI — This is a list of awesome edgeAI inference related papers. ★ 98

• CryptoAILab/Awesome-LM-SSP — A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.). ★ 2,017
• EthicalML/awesome-artificial-intelligence-regulation — This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond. ★ 1,452
• ENSTA-U2IS-AI/awesome-uncertainty-deeplearning — This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models. ★ 821
• stratosphereips/awesome-ml-privacy-attacks — An awesome list of papers on privacy attacks against machine learning. ★ 640
• uclanlp/awesome-fairness-papers — Papers on fairness in NLP. ★ 452
• rockita/criticalML — Toward ethical, transparent and fair AI/ML: a critical reading list for engineers, designers, and policy makers. ★ 369
• gnipping/Awesome-ML-SP-Papers — A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security and NDSS). ★ 359
• brighter-ai/awesome-privacy-papers — Machine/deep learning papers that address the topic of privacy in visual data. ★ 74
• DfX-NYUAD/LLM4IC — LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust. ★ 40

Back to top ↑

Topics: Printed circuit boards · 印刷电路板 · Communication hardware, interfaces and storage · 通信硬件、接口与存储 · Integrated circuits · 集成电路 · Very large scale integration design · 超大规模集成电路设计 · Power and energy · 功耗与能效 · Electronic design automation · 电子设计自动化 · Hardware validation · 硬件验证 · Hardware test · 硬件测试 · Robustness · 硬件鲁棒性 · Emerging technologies · 新兴硬件技术

• Charmve/Surface-Defect-Detection — 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance. ★ 4,080
• magic3007/Awesome-Design-Automation — Awesome - A curated list of amazing VLSI design automation papers, software and resources. ★ 11
• parkourlrc/awesome-AI4EDA — 一个收录AI × 电子设计自动化（EDA）开源资源的精选列表，覆盖芯片物理设计（平面规划/布局/布线/端到端流程）、PCB 设计、生成式路由、制造检测与研究基准。每一条目均链接到官方仓库或论文，并提供简要中文说明与许可证或网站信息。 ★ 7

• dmemsys/awesome-disaggregated-memory — A collection of awesome researchers and papers about disaggregated memory. ★ 192
• sg20180546/ZNS-awesome-paper — Paper related to Zone NameSpace (SSD,HDD). ★ 90
• yzr95924/awesome_storage_papers — Some paper lists related to storage systems. ★ 51

• DfX-NYUAD/GNN4IC — Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability. ★ 93
• DfX-NYUAD/LLM4IC — LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust. ★ 40
• chateda-ichip/Awesome-AI-for-Chip-Design — A curated, community-maintained list of ML/LLM research and tools for integrated-circuit design — across the full flow. ★ 20

• thu-nics/awesome_ai4eda — Curated paper and reading-list repository. ★ 290
• Thinklab-SJTU/awesome-ai4eda — Awesome Artificial Intelligence for Electronic Design Automation Papers. ★ 214
• magic3007/Awesome-Design-Automation — Awesome - A curated list of amazing VLSI design automation papers, software and resources. ★ 11

• fengbintu/Neural-Networks-on-Silicon — This is originally a collection of papers on neural network accelerators. ★ 2,100
• gigwegbe/tinyml-papers-and-projects — This is a list of interesting papers and projects about TinyML. ★ 1,027
• open-neuromorphic/awesome-neuromorphic-hw — Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff. ★ 214

• Thinklab-SJTU/Awesome-LLM4EDA — Curated paper and reading-list repository. ★ 292
• thu-nics/awesome_ai4eda — Curated paper and reading-list repository. ★ 290
• Thinklab-SJTU/awesome-ai4eda — Awesome Artificial Intelligence for Electronic Design Automation Papers. ★ 214

• hkustgz-zhang-lab/HW-Formal-Paper — Recent papers related to hardware formal verification. ★ 78
• rpjayaraman/DV-resource — A repository aggregating links to essential documentation, tutorials, and research papers for hardware Design Verification. ★ 60
• qhy991/Awesome-LLM-Circuit-Agent — A repository for academic works on RTL generation and Analog circuit generation based on LLM. ★ 21

• Thinklab-SJTU/Awesome-LLM4EDA — Curated paper and reading-list repository. ★ 292
• forestfoxx/awesome-hardware-fuzzing — A curated list of research and repositories on the novel technique of hardware fuzzing. ★ 27
• MrWater98/Awesome-EDA-Testing-Paper — Curated paper and reading-list repository. ★ 0

• DfX-NYUAD/GNN4IC — Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability. ★ 93
• hkustgz-zhang-lab/HW-Formal-Paper — Recent papers related to hardware formal verification. ★ 78
• forestfoxx/awesome-hardware-fuzzing — A curated list of research and repositories on the novel technique of hardware fuzzing. ★ 27

• TheBrainLab/Awesome-Spiking-Neural-Networks — A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊以及CNS论文和代码，正在持续更新中。 ★ 805
• open-neuromorphic/awesome-neuromorphic-hw — Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff. ★ 214
• witmemtech/CIM-Technical-Papers-Collection — Computing in memory optimizes data handling by performing operations directly in memory, ideal for high-speed data processing needs. ★ 36
• Linger0/SRAM-Compute-In-Memory — A collection of research papers on SRAM-based compute-in-memory architectures. ★ 32

Back to top ↑

Topics: Architectures · 体系结构 · Embedded and cyber-physical systems · 嵌入式与信息物理系统 · Real-time systems · 实时系统 · Dependable and fault-tolerant systems and networks · 可信与容错系统和网络

• fengbintu/Neural-Networks-on-Silicon — This is originally a collection of papers on neural network accelerators. ★ 2,100
• Zhen-Dong/Awesome-Quantization-Papers — List of papers related to neural network quantization in recent AI conferences and journals. ★ 834
• byungsoo-oh/ml-systems-papers — Curated collection of papers in machine learning systems. ★ 631
• LonghornSilicon/awesome-ai-accelerators — A curated list of AI accelerator papers, resources, tools, and open-source projects. ★ 124
• MPSLab-ASU/ML-Accelerators — Topics in Machine Learning Accelerator Design. ★ 105

• gigwegbe/tinyml-papers-and-projects — This is a list of interesting papers and projects about TinyML. ★ 1,027
• csarron/awesome-emdl — Embedded and mobile deep learning research resources. ★ 769
• AI-in-Transportation-Lab/awesome-tinyml — A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on TinyML — the… ★ 132

• sotayang/Awesome-Streaming-Video-Understanding — [Awesome] Latest Papers, Codes & Datasets on Streaming / Online Video Understanding — Building Always-on, Real-time Video AI. ★ 408
• S-Lab-System-Group/Awesome-DL-Scheduling-Papers — Curated paper and reading-list repository. ★ 332
• Kyrie-Zhao/awesome-real-time-AI — This is a list of awesome edgeAI inference related papers. ★ 98

• lorin/resilience-engineering — Resilience engineering papers. ★ 3,054
• heidihoward/distributed-consensus-reading-list — A list of papers about distributed consensus. ★ 2,641
• rupc/awesome-bft — Awesome Byzantine Fault Tolerance (BFT). ★ 69

Back to top ↑

Topics: Network architectures · 网络体系结构 · Network protocols · 网络协议 · Network components · 网络组件 · Network algorithms · 网络算法 · Network performance evaluation · 网络性能评估 · Network properties · 网络属性 · Network services · 网络服务 · Network types · 网络类型

• sdnds-tw/awesome-sdn — A awesome list about Software Defined Network (SDN). ★ 1,645
• rg0now/prog_dataplane_reading_list — The Programmable Data Plane: Reading List. ★ 52
• snlab-freedom/awesome-sdn — An awesome list of papers, projects and communities about SDN. ★ 52

• Romero027/sysnet-reading-list — This repository contains a list of papers on various topics (that I am working/worked on) in the system and networking area. ★ 88
• dbarrosop/awesome-networking-papers-presos — Awesome papers and presentations related to networking. ★ 32
• andreia-oca/awesome-network-protocol-fuzzing — A list of curated papers focusing on Network Protocol Fuzzing. ★ 14

• sdnds-tw/awesome-sdn — A awesome list about Software Defined Network (SDN). ★ 1,645
• rg0now/prog_dataplane_reading_list — The Programmable Data Plane: Reading List. ★ 52
• dbarrosop/awesome-networking-papers-presos — Awesome papers and presentations related to networking. ★ 32

• ML4Comm-Netw/Paper-with-Code-of-Wireless-communication-Based-on-DL — 无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL。 ★ 2,256
• jwwthu/CommSurvey — This is the repository for the collection of surveys and reviews in communication and networking domains. ★ 174
• GeminiLight/sdn-nfv-papers — This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN). ★ 148
• Romero027/sysnet-reading-list — This repository contains a list of papers on various topics (that I am working/worked on) in the system and networking area. ★ 88

• GeminiLight/sdn-nfv-papers — This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN). ★ 148
• Romero027/sysnet-reading-list — This repository contains a list of papers on various topics (that I am working/worked on) in the system and networking area. ★ 88
• dbarrosop/awesome-networking-papers-presos — Awesome papers and presentations related to networking. ★ 32

• jwwthu/CommSurvey — This is the repository for the collection of surveys and reviews in communication and networking domains. ★ 174
• Romero027/sysnet-reading-list — This repository contains a list of papers on various topics (that I am working/worked on) in the system and networking area. ★ 88
• JiahangOK/NMA_Research — This repository is used to collect some papers and codes about NMA(Network Measurement and Analysis). ★ 1

• dmemsys/awesome-disaggregated-memory — A collection of awesome researchers and papers about disaggregated memory. ★ 192
• GeminiLight/sdn-nfv-papers — This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN). ★ 148
• IntelligentDDS/awesome-papers — Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observerbility and so on. ★ 126

• NTUMARS/Awesome-WiFi-CSI-Sensing — A list of awesome papers and cool resources on WiFi CSI sensing. ★ 1,051
• jwwthu/CommSurvey — This is the repository for the collection of surveys and reviews in communication and networking domains. ★ 174
• Beerkay/IoTResearch — IoT Reading List (IoT research papers from 2016 to 2019). ★ 85

Back to top ↑

Topics: Software organization and properties · 软件组织与属性 · Software notations and tools · 软件表示与工具 · Software creation and management · 软件创建与管理

• binhnguyennus/awesome-scalability — The Patterns of Scalable, Reliable, and Performant Large-Scale Systems. ★ 72,448
• facundoolano/software-papers — A curated list of papers for Software Engineers. ★ 6,547
• Developer-Y/Scalable-Software-Architecture — Collection of tech talks, papers and web links on Distributed Systems, Scalability and System Design. ★ 2,253

• steshaw/plt — Programming Language Theory λΠ. ★ 5,363
• merrymercy/awesome-tensor-compilers — A list of awesome compiler projects and papers for tensor computation and deep learning. ★ 2,764
• zwang4/awesome-machine-learning-in-compilers — Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation. ★ 1,680
• nuprl/10PL — 10 papers that all PhD students in programming languages ought to know, for some value of 10. ★ 943
• FedericoBruzzone/papers-on-compiler-optimizations — A chronologically sorted list of influential papers on compiler optimization, from the seminal works of 1952 through the advanced techniques of 1994. ★ 81

• facundoolano/software-papers — A curated list of papers for Software Engineers. ★ 6,547
• saltudelft/ml4se — A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering. ★ 732
• PurCL/ASE — A continuously updated collection of papers on agentic SE. ★ 630
• iSEngLab/AwesomeLLM4SE — [SCIS 2025] A Survey on Large Language Models for Software Engineering. ★ 334
• manjunath5496/Software-Engineering-Papers — I got more interested in the calculator than I did in the problem." ― Fernando Corbató. ★ 7

Back to top ↑

Topics: Models of computation · 计算模型 · Formal languages and automata theory · 形式语言与自动机理论 · Computational complexity and cryptography · 计算复杂性与密码学 · Logic · 逻辑 · Design and analysis of algorithms · 算法设计与分析 · Randomness, geometry and discrete structures · 随机性、几何与离散结构 · Theory and algorithms for application domains · 应用领域的理论与算法 · Semantics and reasoning · 语义与推理

• mostafatouny/awesome-theoretical-computer-science — Math & CS awesome List, distinguished by proof and logic technique. ★ 1,177
• grageragarces/Quantum-tech-papers — My personal quantum paper library. ★ 236
• dwoiwode/awesome-neural-cellular-automata — A list of paper and resources regarding Neural Cellular Automata. ★ 25

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• mostafatouny/awesome-theoretical-computer-science — Math & CS awesome List, distinguished by proof and logic technique. ★ 1,177
• dwoiwode/awesome-neural-cellular-automata — A list of paper and resources regarding Neural Cellular Automata. ★ 25

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• pFarb/awesome-crypto-papers — A curated list of cryptography papers, articles, tutorials and howtos. ★ 2,076
• mostafatouny/awesome-theoretical-computer-science — Math & CS awesome List, distinguished by proof and logic technique. ★ 1,177

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• mostafatouny/awesome-theoretical-computer-science — Math & CS awesome List, distinguished by proof and logic technique. ★ 1,177
• thuwzy/Neural-Symbolic-and-Probabilistic-Logic-Papers — A curated paper list on neural symbolic and probabilistic logic. ★ 137

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• facundoolano/software-papers — A curated list of papers for Software Engineers. ★ 6,547
• Thinklab-SJTU/awesome-ml4co — Awesome machine learning for combinatorial optimization papers. ★ 2,141

• briatte/awesome-network-analysis — A curated list of awesome network analysis resources. ★ 4,078
• mostafatouny/awesome-theoretical-computer-science — Math & CS awesome List, distinguished by proof and logic technique. ★ 1,177
• theAlgorithmist/CompGeometryWhitePapers — Historical archive of white papers on computational geometry. ★ 1

• Thinklab-SJTU/awesome-ml4co — Awesome machine learning for combinatorial optimization papers. ★ 2,141
• ai4co/awesome-fm4co — Recent research papers about Foundation Models for Combinatorial Optimization. ★ 569
• shaohua0116/awesome-program — A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic reinforcement learning. ★ 169

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• mostafatouny/awesome-theoretical-computer-science — Math & CS awesome List, distinguished by proof and logic technique. ★ 1,177
• madnight/awesome-category-theory — A curated list of awesome Category Theory resources. ★ 146

Back to top ↑

Topics: Discrete mathematics · 离散数学 · Probability and statistics · 概率与统计 · Mathematical software · 数学软件 · Information theory · 信息论 · Mathematical analysis · 数学分析 · Continuous mathematics · 连续数学

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• briatte/awesome-network-analysis — A curated list of awesome network analysis resources. ★ 4,078
• Thinklab-SJTU/awesome-ml4co — Awesome machine learning for combinatorial optimization papers. ★ 2,141

• ddz16/TSFpaper — This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). ★ 3,178
• matteocourthoud/awesome-causal-inference — A curated list of causal inference libraries, resources, and applications. ★ 1,179
• ENSTA-U2IS-AI/awesome-uncertainty-deeplearning — This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models. ★ 821
• bighuang624/Time-Series-Papers — List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法。 ★ 491
• materials-data-facility/awesome-bayesian-optimization — Curated paper and reading-list repository. ★ 54

• zhaoyu-li/DL4TP — [COLM 2024] A Survey on Deep Learning for Theorem Proving. ★ 226
• seewoo5/awesome-ai-for-math — List of awesome works that use AI for mathematical discoveries. ★ 70
• fpvandoorn/lean-links — Links to recourses for the Lean Theorem Prover. ★ 13

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• ZIYU-DEEP/Awesome-Information-Bottleneck — This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby. ★ 400
• ShizheHu/TPAMI24_Awesome-Information-Bottleneck — Papers, codes, datasets, researchers on information bottleneck. ★ 65

• rossant/awesome-math — A curated list of awesome mathematics resources. ★ 15,892
• idrl-lab/PINNpapers — Must-read Papers on Physics-Informed Neural Networks. ★ 1,522
• Event-AHU/PINN_Paper_List — Paper List of Physics-Informed Neural Network (PINN). ★ 87

• idrl-lab/PINNpapers — Must-read Papers on Physics-Informed Neural Networks. ★ 1,522
• ikespand/awesome-machine-learning-fluid-mechanics — Curated list for ML in FM. ★ 246
• Emory-Melody/Awesome-Graph-Neural-Differential-Equations — Paper list on GNNs + Differential Equations (ODE, PDE, SDE). ★ 64

Back to top ↑

Topics: Data management systems · 数据管理系统 · Information storage systems · 信息存储系统 · Information systems applications · 信息系统应用 · World Wide Web · 万维网 · Information retrieval · 信息检索

• pingcap/awesome-database-learning — A list of learning materials to understand databases internals. ★ 10,926
• rxin/db-readings — Readings in Databases. ★ 8,126
• ept/ddia-references — Literature references for “Designing Data-Intensive Applications. ★ 7,170
• DEEP-PolyU/Awesome-LLM-based-Text2SQL — [TKDE2025] Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL | A curated list of resources (surveys, papers, benchmarks, and opensource… ★ 1,344
• OpenDataBox/awesome-data-llm — Official Repository of "LLM × DATA" Survey Paper. ★ 803
• LumingSun/ML4DB-paper-list — Papers for database systems powered by artificial intelligence (machine learning for database). ★ 777
• Wind-Gone/awesome-olap-paper — Paper related to OLAP database systems. ★ 127

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• yingjunwu/DBMS-Indexology — A Collection of Papers on Database Index Structures. ★ 491
• matchyc/vector-search-papers — Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). ★ 117
• yzr95924/awesome_storage_papers — Some paper lists related to storage systems. ★ 51

• briatte/awesome-network-analysis — A curated list of awesome network analysis resources. ★ 4,078
• safe-graph/graph-fraud-detection-papers — A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources. ★ 1,869
• benedekrozemberczki/awesome-fraud-detection-papers — A curated list of data mining papers about fraud detection. ★ 1,814
• mathisonian/awesome-visualization-research — A list of recommended research papers and other readings on data visualization. ★ 978
• SpaceLearner/Awesome-DynamicGraphLearning — Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs). ★ 709

• zjukg/KG-LLM-Papers — [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs). ★ 2,217
• heathersherry/Knowledge-Graph-Tutorials-and-Papers — Insightful Tutorials and Papers about Knowledge Graphs. ★ 1,058
• gesiscss/awesome-computational-social-science — A list of awesome resources for Computational Social Science. ★ 914
• ceo21ckim/Awesome-Recsys — This Repository includes recent papers (RecSys, SIGIR, WWW, etc.) related to the Recommender Systems. ★ 257

• DEEP-PolyU/Awesome-GraphRAG — Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation. ★ 2,529
• RUCAIBox/Awesome-RSPapers — Recommender System Papers. ★ 985
• gabriben/awesome-generative-information-retrieval — Curated paper and reading-list repository. ★ 726
• ict-bigdatalab/awesome-pretrained-models-for-information-retrieval — A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR). ★ 677
• matchyc/vector-search-papers — Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). ★ 117

Back to top ↑

Topics: Cryptography · 密码学 · Formal methods and theory of security · 安全形式化方法与理论 · Security services · 安全服务 · Intrusion/anomaly detection and malware mitigation · 入侵/异常检测与恶意软件缓解 · Security in hardware · 硬件安全 · Systems security · 系统安全 · Network security · 网络安全 · Database and storage security · 数据库与存储安全 · Software and application security · 软件与应用安全 · Human and societal aspects of security and privacy · 安全与隐私的人因及社会层面

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• pFarb/awesome-crypto-papers — A curated list of cryptography papers, articles, tutorials and howtos. ★ 2,076
• veorq/awesome-post-quantum — A curated list of resources about post-quantum cryptography. ★ 492

• ksluckow/awesome-symbolic-execution — A curated list of awesome symbolic execution resources including essential research papers, lectures, videos, and tools. ★ 1,489
• leonardoalt/ethereum_formal_verification_overview — Overview of the formal verification projects in the Ethereum ecosystem. ★ 353
• ElNiak/awesome-formal-verification — Welcome to the ultimate list of resources for formal verification techniques and tools. ★ 152

• kdeldycke/awesome-iam — Identity and Access Management knowledge for cloud platforms. ★ 2,238
• jacobian/infosec-engineering — A reading list for infosec engineers. ★ 543
• Guyanqi/Awesome-Privacy — Repository for collection of research papers on privacy. ★ 344
• secretflow/awesome-pets — Awesome lists about Privacy-Enhancing Technologies (PETs). ★ 24

• jivoi/awesome-ml-for-cybersecurity — octocat: Machine Learning for Cyber Security. ★ 9,118
• 0x4D31/awesome-threat-detection — A curated list of awesome threat detection and hunting resources. ★ 4,679
• wcventure/FuzzingPaper — Recent Fuzzing Paper. ★ 2,765

• fkie-cad/awesome-embedded-and-iot-security — A curated list of awesome embedded and IoT security resources. ★ 2,352
• firmianay/security-paper — 与本人兴趣强相关的）各种安全or计算机资料收集。 ★ 749
• PreOS-Security/awesome-firmware-security — Awesome Firmware Security & Other Helpful Documents. ★ 619

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• wcventure/FuzzingPaper — Recent Fuzzing Paper. ★ 2,765
• firmianay/security-paper — 与本人兴趣强相关的）各种安全or计算机资料收集。 ★ 749

• firmianay/security-paper — 与本人兴趣强相关的）各种安全or计算机资料收集。 ★ 749
• engn33r/awesome-bluetooth-security — List of Bluetooth BR/EDR/LE security resources. ★ 606
• wangtz19/Awesome-NTA — A curation of awesome papers, datasets and tools about network traffic analysis. ★ 185

• Jamie-Cui/awesome-secure-computation — Awesome list for cryptographic secure computation paper. ★ 219
• primihub/Awesome-Privacy-Computing — Curated paper and reading-list repository. ★ 130
• Wind-Gone/awesome-olap-paper — Paper related to OLAP database systems. ★ 127

• wcventure/FuzzingPaper — Recent Fuzzing Paper. ★ 2,765
• CryptoAILab/Awesome-LM-SSP — A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.). ★ 2,017
• stratosphereips/awesome-ml-privacy-attacks — An awesome list of papers on privacy attacks against machine learning. ★ 640
• LyleMi/papers — Academic papers and articles that I read related to web hacking, fuzzing, etc. / 阅读过的Web安全方向、模糊测试方向的一些论文与阅读笔记。 ★ 379
• bureado/awesome-software-supply-chain-security — A compilation of resources in the software supply chain security domain, with emphasis on open source. ★ 372
• gnipping/Awesome-ML-SP-Papers — A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security and NDSS). ★ 359

• papers-we-love/papers-we-love — Papers from the computer science community to read and discuss. ★ 107,875
• jacobian/infosec-engineering — A reading list for infosec engineers. ★ 543
• brighter-ai/awesome-privacy-papers — Machine/deep learning papers that address the topic of privacy in visual data. ★ 74

Back to top ↑

Topics: Human computer interaction (HCI) · 人机交互 · Interaction design · 交互设计 · Collaborative and social computing · 协同与社会计算 · Ubiquitous and mobile computing · 普适与移动计算 · Visualization · 可视化 · Accessibility · 无障碍计算

• seokg/awesome-papers — a list of papers and codes in graphics, computer vision, and HCI. ★ 67
• WILLOSCAR/Awesome-HCI-LLM — Awesome-HCI （Ubiquitous, LLM, MLLM, Agent, RAG, Embodied-AI, RLHF). ★ 25
• Vector3q/Awesome-HCI-Papers-in-Siggraph-and-TOG — I will continue to update the paper list if I have seen some related papers. ★ 9

• AZHenley/papers-ux-ai-programming — List of research papers of research papers investigating the user experience of AI-powered programming assistants (e.g., Copilot). ★ 100
• subinium/HCI-Papers — HCI-Papers Checklist. ★ 4
• ramashwin/awesome-smartglasses — A collection of research papers exploring design, interaction, and prototyping of smart glasses. ★ 3

• gesiscss/awesome-computational-social-science — A list of awesome resources for Computational Social Science. ★ 914
• l-mathur/social-ai — Social-AI papers across computing communities, courses, and dissertations. ★ 21
• tamlhp/awesome-sns — Curated papers, datasets, and benchmarks for social network simulation, from classical network models to LLM-based agentic social systems. ★ 10

• haoranD/Awesome-Human-Activity-Recognition — An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. ★ 338
• Jie-su/Awesome_Human_Activity_Recognition — An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. ★ 31
• abhinuvpitale/awesome-wearables — List of Papers read for Wireless and Ubiquitous Computing. ★ 11

• mathisonian/awesome-visualization-research — A list of recommended research papers and other readings on data visualization. ★ 978
• UKPLab/awesome-misleading-visualizations — A curated collection of papers, datasets, and resources on the topic of misleading chart understanding. ★ 11
• lucaznguyen/awesome-visualization-papers — Very nice visualization papers collected by me. ★ 2

• binbinjiang/SL_Papers — Latest AI Sign Language Papers & Survey & Review. ★ 133
• hearai/sign-language-review — A list of useful resources in the sign language recognition, translation and generation, such as datasets, papers, links to open source projects. ★ 23
• rafaotetra/awesome-coding-by-voice — A list of videos, papers, tools, APIs and projects about coding by voice. ★ 17

Back to top ↑

Topics: Symbolic and algebraic manipulation · 符号与代数运算 · Parallel computing methodologies · 并行计算方法 · Modeling and simulation · 建模与仿真 · Computer graphics · 计算机图形学 · Distributed computing methodologies · 分布式计算方法 · Concurrent computing methodologies · 并发计算方法

• mattfaltyn/awesome-neuro-symbolic-ai — A curated list of awesome Neuro-Symbolic AI frameworks, libraries, software, papers, and videos. ★ 15
• tritrang88/awesome-llm-symbolic-reasoning — This repository is a living collection of research papers exploring the exciting intersection of Neuro-Symbolic AI and Large Language Models. ★ 6
• timechess/awesome-symbolic-regression — This repository is a collection of papers, methods, benchmarks and datasets of SR(Symbolic Regression). ★ 3

• xlite-dev/Awesome-LLM-Inference — A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc. ★ 5,396
• trevor-vincent/awesome-high-performance-computing — A curated list of awesome high performance computing resources. ★ 1,286
• taskflow/awesome-parallel-computing — A curated list of awesome parallel computing resources. ★ 794
• goabiaryan/awesome-gpu-engineering — GPU Engineering for AI Systems. ★ 539

• leofan90/Awesome-World-Models — A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving… ★ 1,896
• smsharma/awesome-neural-sbi — Community-sourced list of papers and resources on neural simulation-based inference. ★ 162
• jslee02/awesome-robotics-simulation — A curated list of resources for multibody dynamics simulation papers. ★ 95
• HaoqinHong/Awesome-Physically-Interactive-World-Models — A curated list of papers and open-source resources focused on Physics-Inspired 3D Reconstruction and Simulation, intended to keep pace with the anticipated… ★ 57

• MrNeRF/awesome-3D-gaussian-splatting — Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months. ★ 8,759
• awesome-NeRF/awesome-NeRF — A curated list of awesome neural radiance fields papers. ★ 6,774
• openMVG/awesome_3DReconstruction_list — A curated list of papers & resources linked to 3D reconstruction from images. ★ 4,410
• ingra14m/Awesome-Inverse-Rendering — A collection of papers on neural field-based inverse rendering. ★ 260
• BunnySoCrazy/Awesome-Neural-CAD — A curated list of awesome Neural Computer-Aided Design (CAD) papers. ★ 197
• vincentbonnetcg-zz/awesome-pba — A collection of papers about physically-based animation for deformable bodies. ★ 13

• theanalyst/awesome-distributed-systems — A curated list to learn about distributed systems. ★ 12,080
• aphyr/distsys-class — Class materials for a distributed systems lecture series. ★ 9,813
• dyweb/papers-notebook — cn: 📃 论文阅读笔记（分布式系统、虚拟化、机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)。 ★ 2,205
• rShetty/awesome-distributed-systems — Awesome list of distributed systems resources. ★ 1,627
• zhenlohuang/awesome-distributed-systems — A curated list of awesome distributed systems books, papers, resources and shiny things. ★ 958

• puzhuoliu/Awesome-Concurrency-Vulnerability-Paper — Papers on concurrency vulnerability analysis, including multithreaded programs, multi-tasking programs and interrupt driven programs. ★ 14
• manjunath5496/Concurrency-Papers — Science needs no more progress, it has already progressed too far from happiness." ― Vineet Raj Kapoor. ★ 4
• saifnoorprottoy/distributed-and-concurrent-algorithms-readings — reading list for distributed and conucurrent algorithms (theory and applications). ★ 1

Back to top ↑

Topics: Electronic commerce · 电子商务 · Enterprise computing · 企业计算 · Physical sciences and engineering · 物理科学与工程 · Life and medical sciences · 生命与医学科学 · Law, social and behavioral sciences · 法律、社会与行为科学 · Computer forensics · 计算机取证 · Arts and humanities · 艺术与人文 · Computers in other domains · 其他领域中的计算 · Operations research · 运筹学 · Education · 教育 · Document management and text processing · 文档管理与文本处理

• wzhe06/Ad-papers — Papers on Computational Advertising. ★ 4,399
• guyulongcs/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising — Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. ★ 2,549
• WLiK/LLM4Rec-Awesome-Papers — A list of awesome papers and resources of recommender system on large language model (LLM). ★ 2,294
• CHIANGEL/Awesome-LLM-for-RecSys — Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics. ★ 1,548

• binhnguyennus/awesome-scalability — The Patterns of Scalable, Reliable, and Performant Large-Scale Systems. ★ 72,448
• eugeneyan/applied-ml — Papers & tech blogs by companies sharing their work on data science & machine learning in production. ★ 29,927
• HuaizhengZhang/AI-Infra-from-Zero-to-Hero — Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ★ 4,196
• IntelligentDDS/awesome-papers — Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observerbility and so on. ★ 126
• igeng/awesome-drl-cloud-scheduling — A curated list of research papers, code, and tools applying deep reinforcement learning (DRL) to cloud/microservice resource scheduling and autoscaling. ★ 9

• ai4s-research/awesome-ai-for-science — A curated list of awesome AI tools, libraries, papers, datasets, and frameworks that accelerate scientific discovery — from physics and chemistry to biology… ★ 1,772
• AI-in-Transportation-Lab/awesome-pinns — A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on Physics-Informed… ★ 127
• MartinuzziFrancesco/awesome-scientific-machine-learning — A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software. ★ 88

• xinario/awesome-gan-for-medical-imaging — Awesome GAN for Medical Imaging. ★ 2,361
• amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging — Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal). ★ 2,106
• burglarhobbit/Awesome-Medical-Large-Language-Models — Curated papers on Large Language Models in Healthcare and Medical domain. ★ 393
• medtorch/awesome-healthcare-ai — A curated list of awesome open source healthcare tools, algorithms, datasets and research papers. ★ 350
• onejune2018/Awesome-Medical-Healthcare-Dataset-For-LLM — A curated list of popular Datasets, Models and Papers for LLMs in Medical/Healthcare. ★ 328

• sf585978/cssReadingList — A list of useful learning resources and research articles on big data and computational social science. ★ 65
• neelguha/ai-law-papers — This is a very rough syllabus/bibliography of different articles about the legal issues raised by AI. ★ 5
• OpenScienceDemography/awesome-demographic-methods — An awesome curated list of resources for Demographic Methods. Inspired by Awesome Computational Social Science and others. ★ 4

• Daisy-Zhang/Awesome-Deepfakes-Detection — A list of tools, papers and code related to Deepfake Detection. ★ 1,803
• clpeng/Awesome-Face-Forgery-Generation-and-Detection — A curated list of articles and codes related to face forgery generation and detection. ★ 780
• digitalisx/awesome-memory-forensics — A curated list of awesome Memory Forensics for DFIR. ★ 555
• NetSecLab/Paper_for_Digital_Forensics — This is a collection of papers, codes, issues for digital forensics. ★ 9

• ybayle/awesome-deep-learning-music — List of articles related to deep learning applied to music. ★ 2,974
• yingpengma/Awesome-Story-Generation — This repository collects an extensive list of awesome papers about Story Generation / Storytelling, exclusively focusing on the era of Large Language Models… ★ 639
• metame-ai/awesome-audio-plaza — Daily tracking of awesome audio papers, including music generation, zero-shot tts, asr, audio generation. ★ 410
• juhayna-zh/Awesome-Music-Generation-Papers — Curated list of groundbreaking music generation research. ★ 21

• wenhwu/awesome-remote-sensing-change-detection — A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detection. ★ 2,277
• LMD0311/Awesome-World-Model — Collect some World Models for Autonomous Driving (and Robotic, etc.) papers. ★ 2,157
• Knowledge-Precipitation-Tribe/Spatio-Temporal-papers — This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and… ★ 251
• px39n/Awesome-Precision-Agriculture — Advancement of UAV, deep Learning and cutting edged technologies and papers in Precision Agriculture. ★ 140

• Thinklab-SJTU/awesome-ml4co — Awesome machine learning for combinatorial optimization papers. ★ 2,141
• ai4co/awesome-fm4co — Recent research papers about Foundation Models for Combinatorial Optimization. ★ 569
• cshjin/awesome-nonconvex-optimization — A collection of papers and readings for non-convex optimization. ★ 30

• GeminiLight/awesome-ai-llm4education — Awesome artificial intelligence (AI) and large language model (LLM) for education papers. ★ 204
• Geralt-Targaryen/Awesome-Education-LLM — A curated list of LLM researches and applications in education. ★ 80
• THU-KEG/Awesome_MOOCs — This is a repo listing some must-read papers on AI-driven MOOCs or Intelligent Education published in recent years, mainly contributed by the MOOC team… ★ 18

• tstanislawek/awesome-document-understanding — A curated list of resources for Document Understanding (DU) topic. ★ 1,525
• ZumingHuang/awesome-ocr-resources — A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition). ★ 432
• ChanChiChoi/awesome-ocr — papers about ocr. ★ 400

Back to top ↑

Topics: Professional topics · 专业议题 · Computing / technology policy · 计算与技术政策 · User characteristics · 用户特征

• src-d/awesome-machine-learning-on-source-code — Cool links & research papers related to Machine Learning applied to source code (MLonCode). ★ 6,611
• facundoolano/software-papers — A curated list of papers for Software Engineers. ★ 6,547
• codefuse-ai/Awesome-Code-LLM — [TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets. ★ 3,411
• saltudelft/ml4se — A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering. ★ 732

• EthicalML/awesome-artificial-intelligence-regulation — This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond. ★ 1,452
• uclanlp/awesome-fairness-papers — Papers on fairness in NLP. ★ 452
• rockita/criticalML — Toward ethical, transparent and fair AI/ML: a critical reading list for engineers, designers, and policy makers. ★ 369

• TamSiuhin/LLM-UM-Reading — A list of large language models for user modeling (LLM-UM) papers, based on "User Modeling in the Era of Large Language Models: Current Research and Future… ★ 152
• inFaaa/Awesome-Personalized-Video-Creation — This is a repository for organizing papers, codes, and other resources related to personalized video generation and editing. ★ 63
• DuNGEOnmassster/awesome-customized-generative-AI — Papers and codes collection for customized, personalized and editable generative models. ★ 28

Back to top ↑

Contributions are welcome. This README is generated, so add or move repositories in data/curated_repositories.json instead of editing catalog entries by hand.

Before proposing a collection:

1. Search the existing catalog for duplicates and keep each proposal to one repository.
2. Confirm that it is public, is not a fork, and is not archived.
3. Check that its README or in-repository index contains a real multi-paper collection.
4. Choose the most specific applicable topic in TAXONOMY.md.
5. Add its Chinese description in data/translations/; if the upstream description contains Chinese, add an English description too.
6. Rebuild and audit the catalog:

# Render all three README files from the existing generated data
python3 scripts/collect_github.py --render-only

# Rebuild from the existing cache
python3 scripts/collect_github.py

# Refresh GitHub metadata, stars, and README evidence
python3 scripts/collect_github.py --refresh

# Verify taxonomy coverage, evidence, deduplication, and all README renderings
python3 scripts/audit_catalog.py

The taxonomy is authoritative; GitHub stars and repository metadata are refreshed snapshots. If this index helps you find a useful collection, consider starring and contributing to the original repository.