NeurIPS 2025 Position Paper Track Submissions

Position: Stop Overvaluing Multi-Agent Debate—We Must Rethink Evaluation and Embrace Model Heterogeneity
Hangfan Zhang, Zhiyao Cui, Jianhao Chen, Xinrun Wang, Qiaosheng Zhang, Zhen Wang, Dinghao Wu, Shuyue Hu
- 09 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Prohibiting Generative AI in any Form of Weapon Control
Mary Cummings
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Falsify, Don’t Just Discover - AI Generated Discoveries are NOT Born Scientific
Zijun Liu, Kaiming Liu, Yiqi Zhu, Xuanyu Lei, Zonghan Yang, Zhenhe Zhang, Peng Li, Yang Liu
- 09 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
Josu Andoni Eguíluz Castañeira, Axel Brando, Migle Laukyte, Marc Serra-Vidal
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track Oral
- Readers: Everyone
AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research
Renqi Chen, Haoyang Su, SHIXIANG TANG, Zhenfei Yin, Qi Wu, Hui Li, Ye Sun, Wanli Ouyang, Philip Torr, Nanqing Dong
- 08 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Significant impact of numerical precision in scientific machine learning
Youngwoo Cho, Jaekak Yoo, Dong-Joon Yi, Soyoung Yang, Seung Mi Lee, Mun Seok Jeong, Jaegul Choo
- 08 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Detection alone is insufficient to mitigate the harm by deepfake audio
Hongbin Liu, Youzheng Chen, Arun Narayanan, Athula Balachandran, Pedro Jose Moreno Mengibar, Lun Wang
- 08 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
World Models Should Prioritize the Unification of Physical and Social Dynamics
Xiaoyuan Zhang, Chengdong Ma, Yizhe Huang, Weidong Huang, Siyuan Qi, Song-Chun Zhu, Xue Feng, Yaodong Yang
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era.
Elizaveta Semenova, Siobhan Mackenzie Hall, Timothy James Hitge, Alisa Sheinkman, Jon Cockayne
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Humans Coexist, So Must Embodied Artificial Agents
Hannah Kuehn, Joseph La Delfa, Miguel Vasco, Danica Kragic, Iolanda Leite
- 07 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Ignoring Hyperparameter Tuning Costs Misleads the Development of Efficient RL Algorithms
Ziqi Tang, Xuezhou Zhang
- 07 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Stop DDoS Attacking the Research Community with AI-Generated Survey Papers
Jianghao Lin, Rong Shan, Jiachen Zhu, Yunjia Xi, Yong Yu, Weinan Zhang
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track Oral
- Readers: Everyone
Beyond Monoliths: Expert Orchestration for More Capable, Democratic, and Safe Large Language Models
Philip Quirke, Narmeen Fatimah Oozeer, Amir Abdullah, Jason Hoelscher-Obermaier, Clement Neo, Jeff M. Phillips, Joshua Greaves, Chaithanya Bandi, Fazl Barez, Shriyash Kaustubh Upadhyay
- 04 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Model Collapse Does Not Mean What You Think
Rylan Schaeffer, Joshua Kazdan, Alvan Caleb Arulandu, Sanmi Koyejo
- 03 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Evaluations Should Acknowledge Model Multifacetedness in the Era of Large Language Models
Zhun Sun, Chao Li, Kentaro Inui
- 02 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Adversarial ML for LLMs Is Not Making Any Progress
Javier Rando, Jie Zhang, Nicholas Carlini, Florian Tramèr
- 02 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Position: Agentic Systems Constitute a Key Component of Next-Generation Intelligent Image Processing
Jinjin Gu
- 01 May 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone
Collective Bargaining in the Information Economy Can Address AI-Driven Power Concentration
Nicholas Vincent, Matt Prewitt, Hanlin Li
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
More effort is needed to protect pedestrian privacy in the era of AI
Xingchen Zhang, Zixian Zhao
- Published: 26 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Position Paper Track Oral
- Readers: Everyone
Deepfakes: we need to re-think the concept of “real” images
Janis Keuper, Margret Keuper
- 24 Apr 2025 (modified: 29 Oct 2025)
- Submitted to NeurIPS 2025 Position Paper Track
- Readers: Everyone