ICML 2025 Position Paper Track Submissions

Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry
Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta, Matthew Trager, Kathlén Kohn
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track spotlightposter
- Readers: Everyone
Position: Language model developers should report train-test overlap
Andy K Zhang, Kevin Klyman, Yifan Mai, Yoav Levine, Yian Zhang, Rishi Bommasani, Percy Liang
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track spotlightposter
- Readers: Everyone
Position: Strong Consumer Protection is an Inalienable Defense for AI Safety in the United States
Serena Booth
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: Is Current Research on Adversarial Robustness Addressing the Right Problem?
ali borji
- 19 Jan 2025 (modified: 18 Jun 2025)
- Submitted to ICML 2025 Position Paper Track
- Readers: Everyone
Position: The Right to AI
Rashid Mushkani, Hugo Berard, Allison Cohen, Shin Koseki
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: LLM Social Simulations Are a Promising Research Method
Jacy Reese Anthis, Ryan Liu, Sean M Richardson, Austin C. Kozlowski, Bernard Koch, Erik Brynjolfsson, James Evans, Michael S. Bernstein
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: General Intelligence Requires Reward-based Pretraining
Seungwook Han, Jyothish Pari, Samuel J. Gershman, Pulkit Agrawal
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track spotlightposter
- Readers: Everyone
Position: Human Baselines in Model Evaluations Need Rigor and Transparency (With Recommendations & Reporting Checklist)
Kevin Wei, Patricia Paskov, Sunishchal Dev, Michael J Byun, Anka Reuel, Xavier Roberts-Gaal, Rachel Calcott, Evie Coxon, Chinmay Deshpande
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track spotlightposter
- Readers: Everyone
Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards
Jaeho Kim, Yunseok Lee, Seulki Lee
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track oral
- Readers: Everyone
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
Yoonsoo Nam, Seok Hyeong Lee, Clémentine Carla Juliette Dominé, Yeachan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: Can Agentic AI Make Gig Economy More Fair ?
Cheng Chen, Chin Wang Cheong, Jing Li, William K. Cheung, Ivor Tsang
- 16 Jan 2025 (modified: 18 Jun 2025)
- Submitted to ICML 2025 Position Paper Track
- Readers: Everyone
Position: AI Evaluation Should Learn from How We Test Humans
Yan Zhuang, Qi Liu, Zachary Pardos, Patrick C. Kyllonen, Jiyun Zu, Zhenya Huang, Shijin Wang, Enhong Chen
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: Challenges and Future Directions of Data-Centric AI Alignment
Min-Hsuan Yeh, Jeffrey Wang, Xuefeng Du, Seongheon Park, Leitian Tao, Shawn Im, Yixuan Li
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: All Current Generative Fidelity and Diversity Metrics are Flawed
Ossi Räisä, Boris van Breugel, Mihaela van der Schaar
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: Uncertainty Quantification Needs Reassessment for Large Language Model Agents
Michael Kirchhof, Gjergji Kasneci, Enkelejda Kasneci
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: Build Agent Advocates, Not Platform Agents
Sayash Kapoor, Noam Kolt, Seth Lazar
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: Constants are Critical in Regret Bounds for Reinforcement Learning
Simone Drago, Marco Mussi, Alberto Maria Metelli
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: Formal Mathematical Reasoning—A New Frontier in AI
Kaiyu Yang, Gabriel Poesia, Jingxuan He, Wenda Li, Kristin E. Lauter, Swarat Chaudhuri, Dawn Song
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track spotlightposter
- Readers: Everyone
Position: The Artificial Intelligence and Machine Learning Community Should Adopt a More Transparent and Regulated Peer Review Process
Jing Yang
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone
Position: AI for Just Work: Constructing Diverse Imaginations of AI beyond "Replacing Humans''
Weina Jin, Nicholas Vincent, Ghassan Hamarneh
- 09 Jan 2025 (modified: 18 Jun 2025)
- Submitted to ICML 2025 Position Paper Track
- Readers: Everyone
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca, Luis Müller, Jan Tönshoff, Antoine Siraudin, Viktor Zaverkin, Michael M. Bronstein, Mathias Niepert, Bryan Perozzi, Mikhail Galkin, Christopher Morris
- Published: 01 May 2025, Last Modified: 23 Jul 2025
- ICML 2025 Position Paper Track poster
- Readers: Everyone