Eight universities share the lead with two major AI paper awards since 2024
Across verified Best Paper and Outstanding Paper winners at flagship ML, NLP and vision conferences, no university appears on more than two winning papers. Princeton, MIT, NUS, Oxford, Edinburgh, Washington, Tel Aviv and NYU form the leading group under full-count credit for any paper with at least one primarily affiliated author.
What drives the tie
Winning papers and primary affiliations
| University | Paper | Venue | Award | Primary author affiliations |
|---|---|---|---|---|
| Princeton | Safety Alignment Should Be Made More Than Just a Few Tokens Deep | ICLR 2025 | Outstanding Paper | Princeton University; Google DeepMind |
| Princeton | 1000 Layer Networks for Self-Supervised RL | NeurIPS 2025 | Best Paper | Princeton University; Warsaw University of Technology; Tooploox; IDEAS Research Institute |
| MIT | Learning Interactive Real-World Simulators | ICLR 2024 | Outstanding Paper | UC Berkeley; Google DeepMind; MIT; University of Alberta |
| MIT | Gated Attention for Large Language Models | NeurIPS 2025 | Best Paper | Alibaba/Qwen; University of Edinburgh; Stanford; MIT; Tsinghua |
| NUS | Stochastic Taylor Derivative Estimator | NeurIPS 2024 | Best Paper | National University of Singapore; Sea AI Lab |
| NUS | AlphaEdit: Null-Space Constrained Model Editing | ICLR 2025 | Outstanding Paper | National University of Singapore; University of Science and Technology of China |
| Oxford | The PRISM Alignment Dataset | NeurIPS 2024 | Best Paper | University of Oxford and collaborating research organizations |
| Oxford | VGGT: Visual Geometry Grounded Transformer | CVPR 2025 | Best Paper | University of Oxford; Meta AI |
| Edinburgh | Bridging the Language Gaps in Large Language Models | ACL 2025 | Outstanding Paper | University of Edinburgh |
| Edinburgh | Gated Attention for Large Language Models | NeurIPS 2025 | Best Paper | Alibaba/Qwen; University of Edinburgh; Stanford; MIT; Tsinghua |
| Washington | Artificial Hivemind | NeurIPS 2025 | Best Paper | University of Washington; Allen Institute for AI; collaborating universities |
| Washington | Native Sparse Attention | ACL 2025 | Best Paper | Peking University; DeepSeek-AI; University of Washington |
| Tel Aviv | Never Train from Scratch | ICLR 2024 | Outstanding Paper | Tel Aviv University; IBM Research |
| Tel Aviv | Information Complexity of Stochastic Convex Optimization | ICML 2024 | Best Paper | Tel Aviv University; University of Toronto; Google Research |
| NYU | Generalization in Diffusion Models Arises from Geometry-Adaptive Harmonic Representations | ICLR 2024 | Outstanding Paper | New York University; Flatiron Institute; ENS/PSL |
| NYU | Protein Discovery with Discrete Walk-Jump Sampling | ICLR 2024 | Outstanding Paper | Generate Biomedicines; New York University; collaborating institutions |
Method: live-web review run 25 Aug 2026 over 1,839 unique search results and 97 extracted award mentions, then deduplicated by paper. Scope is conference-level Best Paper and Outstanding Paper at ICLR, ICML, NeurIPS, ACL, CVPR and ECCV from 2024 onward; honorable mentions, student, workshop, dataset-only and test-of-time prizes are excluded. A paper gives one full count to every university appearing as a primary author affiliation, so totals are university–paper links rather than fractional credit. The 2026 cycle is incomplete and affiliations are normalized to parent universities.