ICLR 2025 Conference Submissions

MOREL: Enhancing Adversarial Robustness through Multi-Objective Representation Learning
Sedjro Salomon Hotegni, Sebastian Peitz
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CELL-Diff: Unified Diffusion Modeling for Protein Sequences and Microscopy Images
Dihan Zheng, Bo Huang
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
Tanishq Kumar, Blake Bordelon, Cengiz Pehlevan, Venkatesh N Murthy, Samuel J. Gershman
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Test-Time RAG: Enhancing Long Context Understanding in LLMs with Retrieval-Augmented Mechanisms
Shishir G Patil, Pranav Ramesh, Alvin Wan, Colorado Reed, Ion Stoica, Qi Shan, Joseph E. Gonzalez
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
WaveDiffusion: Exploring Full Waveform Inversion via Joint Diffusion in the Latent Space
Hanchen Wang, Yinpeng Chen, Jeeun Kang, Yixuan Wu, Young Jin Kim, Youzuo Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Regularized Newton Methods with Inexact Hessian
Alexander Shestakov, Andrei Semenov, Aleksandr Beznosikov, Alexander Gasnikov, Martin Takáč, Dmitry Kamzolov
- 27 Sept 2024 (modified: 11 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Predictive Differential Training Guided by Training Dynamics
Fanqi Wang, Weisheng Tang, Landon Harris, Hairong Qi, Dan Wilson, Igor Mezic
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration
Max Wilcoxson, Qiyang Li, Kevin Frans, Sergey Levine
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TreeX: Generating Global Graphical GNN Explanations via Critical Subtree Extraction
Shengyao Lu, Jiuding Yang, Baochun Li, Di Niu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Proof Search Augmented Language Models
Kaj Bostrom, Swarat Chaudhuri, Greg Durrett
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF
TaiMing Lu, Lingfeng Shen, Xinyu Yang, Weiting Tan, Ryumei Nakada, Linjun Zhang, Beidi Chen, Huaxiu Yao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Discovering Global Minima of High-Dimensional Energy Landscapes
Soumya Ram
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
TiC-LM: A Multi-Year Benchmark for Continual Pretraining of Language Models
Jeffrey Li, Mohammadreza Armandpour, Seyed Iman Mirzadeh, Sachin Mehta, Vaishaal Shankar, Raviteja Vemulapalli, Samy Bengio, Oncel Tuzel, Mehrdad Farajtabar, Hadi Pouransari, Fartash Faghri
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases
Yannis Chronis, Yawen Wang, Yu Gan, Sami Abu-El-Haija, Chelsea Lin, Carsten Binnig, Fatma Ozcan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Task-Unaware Lifelong Robot Learning with Retrieval-based Weighted Local Adaptation
Pengzhi Yang, Xinyu Wang, Ruipeng Zhang, Cong Wang, Frans A Oliehoek, Jens Kober
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
Katie Matton, Robert Ness, John Guttag, Emre Kiciman
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Direct Judgement Preference Optimization
PeiFeng Wang, Austin Xu, Yilun Zhou, Caiming Xiong, Shafiq Joty
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Probability Simplex is Compatible
Simone Ricci, Niccolò Biondi, Federico Pernici, Alberto Del Bimbo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Approximating Two-Layer ReLU Networks for Hidden State Analysis in Differential Privacy
Antti Koskela
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling
Yingfa Chen, Xinrong Zhang, Shengding Hu, Xu Han, Zhiyuan Liu, Maosong Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning
Divyansh Jhunjhunwala, Pranay Sharma, Zheng Xu, Gauri Joshi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
Daniel Levy, Siba Smarak Panigrahi, Sékou-Oumar Kaba, Qiang Zhu, Kin Long Kelvin Lee, Mikhail Galkin, Santiago Miret, Siamak Ravanbakhsh
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
On Exact Bit-level Reversible Transformers Without Changing Architectures
Guoqiang Zhang, JP Lewis, W. Bastiaan Kleijn
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Implicit Bias of Mirror Flow for Shallow Neural Networks in Univariate Regression
Shuang Liang, Guido Montufar
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Geometry of the Loss Landscape in Invariant Deep Linear Neural Networks
Hao Duan, Guido Montufar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone