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AGI research: papers and most-cited work from AI labs
Research output from tracked labs over the last 12 months, from the open OpenAlex index. Big companies publish across many fields, so read their totals as an upper bound.
The most-cited papers this year
- An Introduction to Input/Output AutomataAmazon AGI · 27 Jan 2026 · 1,011 citations
- A foundation model for atomistic materials chemistryHugging Face · 13 Nov 2025 · 609 citations
- Advancing regulatory variant effect prediction with AlphaGenomeGoogle DeepMind · 28 Jan 2026 · 399 citations
- Retrieval-Augmented Generation for AI-Generated Content: A SurveyTencent Hunyuan · 2 Jan 2026 · 243 citations
- Instruction Tuning for Large Language Models: A SurveyQwen (Alibaba) · 17 Nov 2025 · 241 citations
- Genome modelling and design across all domains of life with Evo 2OpenAI · 4 Mar 2026 · 169 citations
- Proceedings of the 34th ACM International Conference on Information and Knowledge ManagementQwen (Alibaba) · 7 Nov 2025 · 167 citations
- Towards end-to-end automation of AI researchSakana AI · 25 Mar 2026 · 116 citations
- How AI and Human Behaviors Shape Psychosocial Effects of Extended Chatbot Use: A Longitudinal Randomized Controlled StudyOpenAI · 27 Apr 2026 · 110 citations
- HAT: Hybrid Attention Transformer for Image RestorationTencent Hunyuan · 3 Nov 2025 · 92 citations
- BoltzGen: Toward Universal Binder DesignNVIDIA Research · 24 Nov 2025 · 90 citations
- AlphaFold Protein Structure Database 2025: a redesigned interface and updated structural coverageGoogle DeepMind · 22 Nov 2025 · 80 citations
- Efficient multimodal large language models: a surveyTencent Hunyuan · 1 Dec 2025 · 72 citations
- Machine psychology for language modelsGoogle DeepMind · 28 Oct 2026 · 68 citations
- A benchmark of expert-level academic questions to assess AI capabilitiesOpenAI · 28 Jan 2026 · 64 citations
- MapAnything: Universal Feed-Forward Metric 3D Reconstruction; map-anything.github.ioMeta AI (FAIR & Superintelligence Labs) · 20 Mar 2026 · 61 citations
- AI data centres as grid-interactive assetsNVIDIA Research · 5 Dec 2025 · 58 citations
- Large Models for Time Series and Spatio-Temporal Data: A Survey and OutlookQwen (Alibaba) · 23 Jun 2026 · 57 citations
- Integrating silicon photonics with complementary metal–oxide–semiconductor technologiesNVIDIA Research · 7 Nov 2025 · 55 citations
- A psychometric framework for evaluating and shaping personality traits in large language modelsGoogle DeepMind · 18 Dec 2025 · 50 citations
- Artificial intelligence for quantum computingNVIDIA Research · 2 Dec 2025 · 49 citations
- From LLM Reasoning to Autonomous AI Agents: A Comprehensive ReviewTechnology Innovation Institute · 1 Jan 2026 · 48 citations
- From prompt injections to protocol exploits: Threats in LLM-powered AI agents workflowsTechnology Innovation Institute · 13 Dec 2025 · 48 citations
- A Survey on Diffusion Models for Time Series and Spatio-Temporal DataSalesforce AI Research · 10 Dec 2025 · 42 citations
- Scikit-bio: a fundamental Python library for biological omic data analysisAmazon AGI · 11 Dec 2025 · 38 citations
- Synthesizing scientific literature with retrieval-augmented language modelsAi2 (Allen Institute for AI) · 4 Feb 2026 · 38 citations
- Mooncake: A KVCache-centric Disaggregated Architecture for LLM ServingQwen (Alibaba) · 15 Nov 2025 · 34 citations
- SecAlign: Defending Against Prompt Injection with Preference OptimizationMeta AI (FAIR & Superintelligence Labs) · 19 Nov 2025 · 31 citations
- vul-rag : Enhancing LLM-based Vulnerability Detection via Knowledge-level RAGQwen (Alibaba) · 20 Feb 2026 · 31 citations
- SCORE: Story Coherence and Retrieval Enhancement for AI NarrativesByteDance Seed · 28 May 2026 · 31 citations
Papers per lab, last 12 months
| Lab | Papers | OpenAlex institution | |
|---|---|---|---|
| Google DeepMind | 4,417 | Google DeepMind (United Kingdom) | |
| Qwen (Alibaba) | 2,216 | Alibaba Group (China) | |
| Amazon AGI | 2,121 | Amazon (United States) | |
| Tencent Hunyuan | 1,747 | Tencent (China) | |
| NVIDIA Research | 1,359 | Nvidia (United States) | |
| Anthropic | 975 | Anthropic (United States) | |
| ByteDance Seed | 828 | ByteDance (China) | |
| Meta AI (FAIR & Superintelligence Labs) | 760 | Meta (United States) | |
| Baidu ERNIE | 540 | Baidu (China) | |
| IBM Research (Granite) | 467 | IBM Research - Thomas J. Watson Research Center | |
| Technology Innovation Institute | 400 | Technology Innovation Institute | |
| OpenAI | 375 | OpenAI (United States) | |
| Apple Machine Learning Research | 348 | Apple (United States) | |
| Salesforce AI Research | 286 | Salesforce (United States) | |
| Ai2 (Allen Institute for AI) | 247 | Allen Institute for Artificial Intelligence | |
| LG AI Research | 118 | LG AI Research (South Korea) | |
| xAI | 101 | xAI (United States) | |
| Zhipu AI (Z.ai) | 66 | Zhipu AI (China) | |
| Cohere | 64 | Cohere (Canada) | |
| Sakana AI | 56 | Sakana AI (Japan) | |
| DeepSeek | 55 | DeepSeek (China) | |
| Hugging Face | 51 | Hugging Face | |
| StepFun | 50 | StepFun AI (China) | |
| Mistral AI | 36 | Mistral AI (France) | |
| Recursion | 22 | Recursion (United States) | |
| Upstage | 21 | UpStage (South Korea) | |
| VERSES AI | 21 | VERSES (United States) | |
| Baichuan AI | 18 | Baichuan (China) | |
| MiniMax | 12 | MiniMax (People's Republic of China) | |
| Moonshot AI | 11 | Moonshot AI (China) | |
| Zyphra | 9 | Zyphra (United States) | |
| 01.AI | 4 | 01.AI (China) | |
| Prime Intellect | 2 | Prime Intellect (United States) |
Source: OpenAlex (CC0), works with an author affiliated with the lab's institution, published since 2 Nov 2025.