ICLR 2025 Conference Submissions

Teaching Transformers Modular Arithmetic at Scale
Eshika Saxena, Alberto Alfarano, Emily Wenger, Kristin E. Lauter
- 25 Sept 2024 (modified: 24 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Surface-based Peptide Design with Multi-modal Flow Matching
Fang Wu, Shuting Jin, xiangxiang Zeng, Jure Leskovec, Jinbo Xu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GOAL: A Generalist Combinatorial Optimization Agent Learner
Darko Drakulic, Sofia Michel, Jean-Marc Andreoli
- Published: 22 Jan 2025, Last Modified: 11 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects
Tai Hoang, Huy Le, Philipp Becker, Vien Anh Ngo, Gerhard Neumann
- Published: 22 Jan 2025, Last Modified: 23 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Leveraging metapaths for learning from knowledge graphs in the context of vision-based classification of object states
Filippos Gouidis, Konstantinos Papoutsakis, Theodore Patkos, Antonis Argyros, Dimitris Plexousakis
- 25 Sept 2024 (modified: 25 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Optimizing importance weighting in the presence of sub-population shifts
Floris Holstege, Bram Wouters, Noud Van Giersbergen, Cees Diks
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Transformers Can Navigate Mazes With Multi-Step Prediction
Niklas Nolte, Ouail Kitouni, Adina Williams, Michael Rabbat, Mark Ibrahim
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HyperChr: Quantization of Heterogeneously Distributed Matrices through Distribution-Aware Subspace Partitioning
Yanshu Wang, Dayu Wang, Wang Li, Zhaoqian YAO, Dan Li, Tong Yang
- 25 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MADAR: Efficient Continual Learning for Malware Analysis with Diversity-Aware Replay
Mohammad Saidur Rahman, Scott Coull, Qi Yu, Matthew Wright
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning to Solve Differential Equation Constrained Optimization Problems
Vincenzo Di Vito Francesco, Mostafa Mohammadian, Kyri Baker, Ferdinando Fioretto
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Provably Efficient Multi-Objective Bandit Algorithms under Preference-Centric Customization
Linfeng Cao, Ming Shi, Ness Shroff
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OPTIMAL TRANSPORT BARYCENTER VIA NONCONVEX CONCAVE MINIMAX OPTIMIZATION
Kaheon Kim, Rentian Yao, Changbo Zhu, Xiaohui Chen
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
Tobias Leemann, Periklis Petridis, Giuseppe Vietri, Dionysis Manousakas, Aaron Roth, Sergul Aydore
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Limitations of measure-first protocols in quantum machine learning
Casper Gyurik, Riccardo Molteni, Vedran Dunjko
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fast Uncovering of Protein Sequence Diversity from Structure
luca alessandro silva, Barthelemy Meynard-Piganeau, Carlo Lucibello, Christoph Feinauer
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Simplicity Bias and Optimization Threshold in Two-Layer Networks
Etienne Boursier, Nicolas Flammarion
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion
Marco Mistretta, Alberto Baldrati, Lorenzo Agnolucci, Marco Bertini, Andrew D. Bagdanov
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint
Jiafei Lyu, Mengbei Yan, Zhongjian Qiao, Runze Liu, Xiaoteng Ma, Deheng Ye, Jing-Wen Yang, Zongqing Lu, Xiu Li
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
Hangtao Zhang, Chenyu Zhu, Xianlong Wang, Ziqi Zhou, Changgan Yin, Minghui Li, Lulu Xue, Yichen Wang, Shengshan Hu, Aishan Liu, Peijin Guo, Leo Yu Zhang
- Published: 22 Jan 2025, Last Modified: 24 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Elephant in the Room: Unveiling the Pitfalls of Human Proxies in Alignment
Yan Liu, Xiaoyuan Yi, Xiaokang Chen, Jing Yao, Jingwei Yi, Daoguang Zan, Zheng Liu, Xing Xie, Tsung-Yi Ho
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Input Space Mode Connectivity in Deep Neural Networks
Jakub Vrabel, Ori Shem-Ur, Yaron Oz, David Krueger
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Loss in the Crowd: Hidden Breakthroughs in Language Model Training
Sara Kangaslahti, Elan Rosenfeld, Naomi Saphra
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Amuro and Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models
Kaiser Sun, Mark Dredze
- 25 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design
Wenji Fang, Shang Liu, Jing Wang, Zhiyao Xie
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Why context matters in VQA & Reasoning: Semantic interventions for VLM input modalities
Kenza Amara, Lukas Klein, Carsten T. Lüth, Paul F Jaeger, Hendrik Strobelt, Mennatallah El-Assady
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone