Measuring Sparse Autoencoder Feature Sensitivity
机构 * The Harker School（哈克尔学校） ； Stanford University（斯坦福大学）
Comments NeurIPS 2025 Workshop on Mechanistic Interpretability Camera Ready
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Text-to-Code Generation for Modular Building Layouts in Building Information Modeling
Comments Accepted at NeurIPS 2025 Main Track
Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability
机构 * Department of Industrial Engineering and Operations Research（工业工程与运营管理系） ； Indian Institute of Technology Bombay（印度理工学院孟买）
Comments Accepted as poster in NeurIPS 2025
Orientation-anchored Hyper-Gaussian for 4D Reconstruction from Casual Videos
Comments NeurIPS 2025. Code: \href{https://github.com/adreamwu/OriGS}{OriGS}
Factor Decorrelation Enhanced Data Removal from Deep Predictive Models
机构 * Wuhan University of Technology（武汉理工大学） ； University of Southern Queensland（南方科技术大学）
Comments accepted by NeurIPS 2025
PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
Comments To appear in NeurIPS 2025. Welcome your submission to challenge our leaderboard at: https://code4db.github.io/parrot-bench/. Also visit our code repository at: https://github.com/weAIDB/PARROT
Statistical Inference for Gradient Boosting Regression
机构 * School of Economics, Fudan University（复旦大学经济学院） ； Department of Statistics and Data Science, The Wharton School, University of Pennsylvania（宾夕法尼亚大学沃顿商学院统计与数据科学系）
Comments Accepted to NeurIPS 2025
Meta-Learning Fourier Neural Operators for Hessian Inversion and Enhanced Variational Data Assimilation
机构 * School of Computational Science and Engineering, McMaster University（计算科学与工程学院，麦斯特大学） ； Mathematics and Statistics, McMaster University（数学与统计学，麦斯特大学） ； Department of Chemistry and Chemical Biology, McMaster University（化学与生物化学系，麦斯特大学）
Comments 6 pages, 2 figures, Machine Learning and the Physical Sciences Workshop, (NeurIPS 2025)
Model Context Protocol for Vision Systems: Audit, Security, and Protocol Extensions
Comments Accepted to NeurIPS 2025 Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning (LAW 2025)
DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models
机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）
Comments 13 Figures, 21 pages, accepted in NeurIPS 2025
LayoutAgent: A Vision-Language Agent Guided Compositional Diffusion for Spatial Layout Planning
机构 * Personalization Team, Walmart Global Tech（Walmart全球科技个性化团队）
Comments NeurIPS 2025 Workshop on SPACE in Vision, Language, and Embodied AI
(When) Should We Delegate AI Governance to AIs? Some Lessons from Administrative Law
Comments 4 pages, Regulatable ML Workshop at NeurIPS '25
SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction
机构 * Max Planck Institute for Software Systems（马克斯·普朗克软件系统研究所） ； AWS GenAI（亚马逊AWS生成式人工智能）
Comments Accepted at NeurIPS 2025, DL4C "Deep Learning for Code" workshop. Code is available at: https://github.com/shollercoaster/SQL-of-Thought
Overcoming Long-Context Limitations of State-Space Models via Context-Dependent Sparse Attention
机构 * Mila - Québec AI Institute（魁北克AI研究所） ； University of Montréal（蒙特利尔大学） ； HEC Montréal（蒙特利尔HEC学院） ； CIFAR AI Chair（CIFAR人工智能席位）
Comments Proceedings of the Thirty-Ninth Annual Conference on Neural Information Processing Systems, 21 pages, 9 figures
Constant Bit-size Transformers Are Turing Complete
机构 * Shenzhen International Center For Industrial And Applied Mathematics（深圳国际工业与应用数学中心） ； Shenzhen Research Institute of Big Data（深圳大数据研究院） ； CRRC Zhuzhou Institute（CRRC 长沙研究所） ； Tengen Intelligence Institute（腾格智能研究院）
Comments Accepted by NeurIPS 2025
Why Masking Diffusion Works: Condition on the Jump Schedule for Improved Discrete Diffusion
机构 * New York University（纽约大学）
Comments Published at Neurips 2025. Code available at: https://github.com/AlanNawzadAmin/SCUD
MineAnyBuild: Benchmarking Spatial Planning for Open-world AI Agents
机构 * Shenzhen Campus of Sun Yat-sen University（中山大学深圳校区） ； Shanghai Jiao Tong University（上海交通大学） ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室）
Comments Accepted by NeurIPS 2025 Datasets and Benchmarks Track
Fine-tuning Diffusion Policies with Backpropagation Through Diffusion Timesteps
机构 * Tsinghua University（清华大学）
Comments 9 pages for main text, 23 pages in total, submitted to Neurips, 13 figures
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization
机构 * Queen’s University（女王大学） ； Vector Institute（向量研究所）
Comments NeurIPS 2025
A Partition Cover Approach to Tokenization
机构 * Singapore Management University（新加坡管理大学） ； MIT-IBM Watson AI Lab（MIT-IBM沃森人工智能实验室） ； Harvard University（哈佛大学） ； National University of Singapore（新加坡国立大学）
Comments NeurIPS 2025
