NeurIPS 2025
- 日期: 2025/12/2 – 2025/12/7
- 地点: San Diego, CA, USA
- 会场: San Diego Convention Center
- 主办方: Neural Information Processing Systems Foundation
NeurIPS 2025（第39届神经信息处理系统大会）于2025年12月2日至7日在圣地亚哥会议中心举行，并在墨西哥城设有分会场。注册人数约26,382人，21,575篇投稿中录用5,290篇。最佳论文包括面向LLM的Gated Attention以及1000层自监督强化学习。报告录像见neurips.cc/virtual/2025。
关键信息
- 两座举办城市: NeurIPS 2025于12月2日至7日在圣地亚哥举行，并在墨西哥城设有官方分会场（11月30日至12月5日），吸引463名线下参会者。
- 26,382名注册者: 注册人数约26,382人，其中约24,500人在圣地亚哥线下参会，2,366人线上参会；2024年为19,756人。
- 21,575篇投稿: 主会议从21,575篇投稿中录用5,290篇，其中口头报告87篇。
- 最佳论文: 共四篇最佳论文，包括面向LLM的Gated Attention、用于自监督强化学习的1000层网络以及Artificial Hivemind（Datasets & Benchmarks赛道），另有三篇亚军论文。
- Sutton主旨报告: 图灵奖得主Richard Sutton以Oak架构为题作开幕主旨报告；全部六场特邀报告的录像见neurips.cc/virtual/2025。
主旨演讲嘉宾
- Richard Sutton (Keen Technologies; University of Alberta; Amii): The Oak Architecture: A Vision of SuperIntelligence from Experience
- Zeynep Tufekci (Princeton University): Are We Having the Wrong Nightmares About AI?
- Yejin Choi (Stanford University; NVIDIA): The Art of (Artificial) Reasoning (Posner Lecture)
- Melanie Mitchell (Santa Fe Institute): On the Science of “Alien Intelligences”: Evaluating Cognitive Capabilities in Babies, Animals, and AI
- Kyunghyun Cho (New York University; Prescient Design, Genentech): From Benchmarks to Problems - A Perspective on Problem Finding in AI
- Andrew Saxe (Gatsby Computational Neuroscience Unit and Sainsbury Wellcome Centre, UCL): Demystifying depth: Principles of learning in deep neural networks
研讨会
- Embodied World Models for Decision Making: https://neurips.cc/virtual/2025/workshop/109532
- Space in Vision, Language, and Embodied AI: https://neurips.cc/virtual/2025/workshop/109546
- Workshop on Scaling Environments for Agents: https://neurips.cc/virtual/2025/workshop/109540
- LAW 2025: Bridging Language, Agent, and World Models for Reasoning and Planning: https://neurips.cc/virtual/2025/workshop/109552
- Multimodal Algorithmic Reasoning Workshop: https://neurips.cc/virtual/2025/workshop/109561
官方链接
- 网站: https://neurips.cc/Conferences/2025
- Talk recordings: https://neurips.cc/virtual/2025/index.html