ICLR 2025 Conference Submissions

Learnable Stability-Aware Unstructured Grid Coarsening Using Graph Neural Networks for Accelerated Physics Simulations
Alexander Ryabov, Sergei Shumilin, Viacheslav Naumov, Nikolay Yavich, Sayan Ranu, N M Anoop Krishnan, Evgeny Burnaev, Vladimir Vanovskiy
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems
Ruochen Jiao, Shaoyuan Xie, Justin Yue, TAKAMI SATO, Lixu Wang, Yixuan Wang, Qi Alfred Chen, Qi Zhu
- Published: 22 Jan 2025, Last Modified: 13 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Integrating Geodesic Interpolation and Flow Matching for Non-Autoregressive Text Generation in Logit Space
Egor Sevriugov, Ivan Oseledets
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Approaching Deep Learning through the Spectral Dynamics of Weights
David Yunis, Kumar Kshitij Patel, Samuel Wheeler, Pedro Henrique Pamplona Savarese, Gal Vardi, Karen Livescu, Michael Maire, Matthew Walter
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
INDOOR-3.6M : A Multi-Modal Image Dataset for Indoor Geolocation
Ogechi Blessing Onuoha, Bjørn Sand Jensen, Jan Paul Siebert, Frank E. Pollick
- 27 Sept 2024 (modified: 09 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Self-Attention-Based Contextual Modulation Improves Neural System Identification
Isaac Lin, Tianye Wang, Shang Gao, Tang Shiming, Tai Sing Lee
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
How do diffusion models learn and generalize on abstract rules for reasoning?
Binxu Wang, Jiaqi Shang, Haim Sompolinsky
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making
Chuanhao Li, Runhan Yang, Tiankai Li, Ruoxi Zhang, Milad Bafarassat, Kourosh Sharifi, Dirk Bergemann, Zhuoran Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Algorithm for Concept Extrapolation: Diverse Generalization via Selective Disagreement
Oliver Daniels, Stuart Armstrong, Alexandre Maranhão, Rebecca Gorman, Mahirah Fairuz Rahman
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Epistemic Integrity in Large Language Models
Bijean Ghafouri, Shahrad Mohammadzadeh, James Zhou, Pratheeksha Nair, Jacob-Junqi Tian, Mayank Goel, Reihaneh Rabbany, Jean-François Godbout, Kellin Pelrine
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Benchmark for Temporal, Ambiguous, and Grounded Embodied Question-Answering
Daniil Cherniavskii, Phillip Lippe, Andrii Zadaianchuk, Efstratios Gavves
- 27 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Improved Sample Complexity for Private Nonsmooth Nonconvex Optimization
Guy Kornowski, Daogao Liu, Kunal Talwar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sharp Generalization for Nonparametric Regression by Over-Parameterized Neural Networks: A Distribution-Free Analysis
Yingzhen Yang
- 27 Sept 2024 (modified: 11 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Computing Optimal Regularizers for Online Linear Optimization
Khashayar Gatmiry, Jon Schneider, Stefanie Jegelka
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks
Siddharth Joshi, Jiayi Ni, Baharan Mirzasoleiman
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
AutoHijacker: Automatic Indirect Prompt Injection Against Black-box LLM Agents
Xiaogeng Liu, Somesh Jha, Patrick McDaniel, Bo Li, Chaowei Xiao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Clustering Baseline for Object-Centric Representations
Federico Baldassarre, Josselin Somerville Roberts, Huy V. Vo, Maxime Oquab, Piotr Bojanowski
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robotouille: An Asynchronous Planning Benchmark for LLM Agents
Gonzalo Gonzalez-Pumariega, Leong Su Yean, Neha Sunkara, Sanjiban Choudhury
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Dynamic Skill Adaptation for Large Language Models
Jiaao Chen, Diyi Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
IO-LVM: Inverse optimization latent variable models with applications to inferring and explaining paths
Alan Lahoud, Erik Schaffernicht, Johannes A. Stork
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Learning to Reason at Pre-Training Scale
Thomas Foster, Eltayeb Ahmed, Jonathan Cook, Shalev Lifshitz, Tim Rocktäschel, Jakob Nicolaus Foerster
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Stable GNN Embeddings for Relational Data
Alan Gany, Paul Landrier, Bogdan Cautis, Laks V. S. Lakshmanan, Silviu Maniu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Sky Is The Limit When Clustering Is Equated With Disentanglement
Thomas Kreutz, Max Mühlhäuser, Alejandro Sanchez Guinea
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mask R-CNN for Automated Multi-Species Malaria Parasite Detection
Eugenia Mawuenya Akpo, Carine Mukamakuza
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Progressive Compression with Universally Quantized Diffusion Models
Yibo Yang, Justus Will, Stephan Mandt
- Published: 22 Jan 2025, Last Modified: 13 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone