ICLR 2025 Conference Submissions

SMI-TED: A large-scale foundation model for materials and chemistry
Eduardo Soares, Emilio Vital Brazil, Victor Yukio Shirasuna, Dmitry Zubarev, Renato Cerqueira, Kristin Schmidt
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Representing speech through autoregressive prediction of cochlear tokens
Greta Tuckute, Klemen Kotar, Evelina Fedorenko, Dan Yamins
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Regularized Low-Rank Adaptation
Rohan Sukumaran, Aarash Feizi, Adriana Romero-Soriano, Golnoosh Farnadi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Wait, That's Not an Option: LLM Robustness with Incorrect Multiple-Choice Options
Gracjan Góral, Emilia Wiśnios, Piotr Sankowski, Paweł Budzianowski
- 27 Sept 2024 (modified: 05 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Root Cause Analysis of Failure with Observational Causal Discovery
Azam Ikram, Kenneth Lee, Shubham Agarwal, Shiv Kumar Saini, Saurabh Bagchi, Murat Kocaoglu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs
Krzysztof Kacprzyk, Mihaela van der Schaar
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models
Lucas Bandarkar, Benjamin Muller, Pritish Yuvraj, Rui Hou, Nayan Singhal, Hongjiang Lv, Bing Liu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
FlexTSF: A universal forecasting model for time series with variable regularities
Jingge Xiao, Yile Chen, Gao Cong, Wolfgang Nejdl, Simon Gottschalk
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
An Undetectable Watermark for Generative Image Models
Sam Gunn, Xuandong Zhao, Dawn Song
- Published: 22 Jan 2025, Last Modified: 26 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Teaching LLMs How to Learn with Contextual Fine-Tuning
Younwoo Choi, Muhammad Adil Asif, Ziwen Han, John Willes, Rahul Krishnan
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Mamba-based Chemical Foundational Model for Fast Inference
Eduardo Soares, Emilio Vital Brazil, Victor Yukio Shirasuna, Dmitry Zubarev, Renato Cerqueira, Kristin Schmidt
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Modeling dynamic social vision highlights gaps between deep learning and humans
Kathy Garcia, Emalie McMahon, Colin Conwell, Michael Bonner, Leyla Isik
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Single Domain Generalization for Rare Event Detection in Medical Imaging
Payal Kamboj, Ayan Banerjee, BIN XU, Sandeep Gupta
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EgoQR: Efficient QR Code Reading in Egocentric Settings
Mohsen Moslehpour, Yichao Lu, Pierce Chuang, Ashish Shenoy, Debojeet Chatterjee, ABHAY HARPALE, Srihari Jayakumar, Vikas Bhardwaj, Seonghyeon Nam, Anuj Kumar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Truthful Aggregation of LLMs with an Application to Online Advertising
Ermis Soumalias, Michael Curry, Sven Seuken
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Longitudinal Ensemble Integration for sequential classification with multimodal data
Aviad Susman, Richard Yan Chak Li, Mohammad Al Olaimat, Serdar Bozdag, Bino A. Varghese, Nasim Sheikh-Bahaei, Gaurav Pandey
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sample Efficient Multiple-policy Evaluation in Reinforcement Learning
Yilei Chen, Aldo Pacchiano, Ioannis Paschalidis
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Extrapolative Sequence Transformations from Markov Chains
Sophia Hager, Aleem Khan, Andrew Wang, Nicholas Andrews
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Statistical Tractability of Off-policy Evaluation of History-dependent Policies in POMDPs
Yuheng Zhang, Nan Jiang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Large Language Models can Become Strong Self-Detoxifiers
Ching-Yun Ko, Pin-Yu Chen, Payel Das, Youssef Mroueh, Soham Dan, Georgios Kollias, Subhajit Chaudhury, Tejaswini Pedapati, Luca Daniel
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning
Marius Memmel, Jacob Berg, Bingqing Chen, Abhishek Gupta, Jonathan Francis
- Published: 22 Jan 2025, Last Modified: 04 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
A Theoretical Study of Neural Network Expressive Power via Manifold Topology
Jiachen Yao, Mayank Goswami, Chao Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Evaluating Model Robustness Against Unforeseen Adversarial Attacks
Maximilian Kaufmann, Daniel Kang, Yi Sun, Xuwang Yin, Steven Basart, Mantas Mazeika, Adam Dziedzic, Franziska Boenisch, Tom B Brown, Abhinav Kommula, Oliver Zhang, Akul Arora, Jacob Steinhardt, Dan Hendrycks
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Benchmarking the Fidelity and Utility of Synthetic Relational Data
Valter Hudovernik, Martin Jurkovič, Erik Strumbelj
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone