ICLR 2025 Conference Submissions

Efficient Imitation under Misspecification
Nicolas Espinosa-Dice, Sanjiban Choudhury, Wen Sun, Gokul Swamy
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Optimal Transport-Based Domain Alignment as a Preprocessing Step for Federated Learning
Luiz Manella Pereira, M. Hadi Amini
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HiReview: Hierarchical Taxonomy-Driven Automatic Literature Review Generation
Yuntong Hu, Zhuofeng Li, Zheng Zhang, Chen Ling, Raasikh Kanjiani, Boxin Zhao, Liang Zhao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Comparing Protein Language Models Using Remote Homology Detection for Phages
Charlotte Li, Zachary Flamholz, Libusha Kelly
- 27 Sept 2024 (modified: 06 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning with Real-time Improving Predictions in Online MDPs
Minghui Wu, Yafeng Yin, Jerome Lynch
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning to localize leakage of cryptographic keys through power consumption
Jimmy Gammell, Anand Raghunathan, Abolfazl Hashemi, Kaushik Roy
- 27 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mitigating Goal Misgeneralization via Minimax Regret
Karim Ahmed Abdel Sadek, Matthew Farrugia-Roberts, Hannah Erlebach, Christian Schroeder de Witt, David Krueger, Usman Anwar, Michael D Dennis
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Accelerating Multi-Block Constrained Optimization Through Learning to Optimize
Ling Liang, Cameron Austin, Haizhao Yang
- 27 Sept 2024 (modified: 25 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ToolComp: A Multi-Tool Reasoning & Process Supervision Benchmark
Vaskar Nath, Pranav Vishnu Raja, Jane Dwivedi-Yu, Claire Yoon, Sean M. Hendryx
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Intelligence at the Edge of Chaos
Shiyang Zhang, Aakash Patel, Syed A Rizvi, Nianchen Liu, Sizhuang He, Amin Karbasi, Emanuele Zappala, David van Dijk
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Towards a learning theory of representation alignment
Francesco Insulla, Shuo Huang, Lorenzo Rosasco
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Modulating Individual Human Percepts
Chen Wei, Chi Zhang, Jiachen Zou, Haotian Deng, Dietmar Heinke, Quanying Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Finding Equilibria in Bilinear Zero-sum Games via a Convexity-based Approach
Michail Fasoulakis, Evangelos Markakis, Georgios Roussakis, Christodoulos Santorinaios
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Physics-Informed Interpolator Generalizes Well in Fixed Dimension: Inductive Bias and Benign Overfitting
Honam Wong, Wendao Wu, Fanghui Liu, Yiping Lu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models
Yassine ABBAHADDOU, Amine M. Aboussalah
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Running Huge Context Windows On Tiny GPUs
Monte Hoover, Ryan Synk, Neel Jain, John Kirchenbauer, Alex Stein, Manli Shu, Ramani Duraiswami, Tom Goldstein
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders
Viacheslav Surkov, Chris Wendler, Mikhail Terekhov, Justin Deschenaux, Robert West, Caglar Gulcehre
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Understanding Benefit of Personalization: Beyond Classification
Louisa Cornelis, Guillermo Bernardez, Haewon Jeong, Nina Miolane
- 27 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
First-Step Inference in Diffusion Models Learns Image De-whitening
Pascal Chang, Jingwei Tang, Markus Gross, Vinicius C. Azevedo
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PLS-based approach for Fair Representation Learning
Elena M. De-Diego, Adrian Perez-Suay, Paula Gordaliza, Jean-Michel Loubes
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Identifying Sub-networks in Neural Networks via Functionally Similar Representations
Tian Gao, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy, Dennis Wei
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations
Naveen Gupta, Medha Sawhney, Arka Daw, Youzuo Lin, Anuj Karpatne
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Decomposing heterogeneous dynamical systems with graph neural networks
Cedric Allier, Magdalena C. Schneider, Michael Innerberger, Larissa Heinrich, John A. Bogovic, Stephan Saalfeld
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Forecasting Needles in a Time Series Haystack
Derek Qiang Xu, Boran Han, Abdul Fatir Ansari, Xiyuan Zhang, Shuai Zhang, Rahul Sharma, Yizhou Sun, Bernie Wang, Mukul R. Prasad
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone