ICLR 2025 Conference Submissions

Gridded Transformer Neural Processes for Large Unstructured Spatio-Temporal Data
Matthew Ashman, Cristiana Diaconu, Eric Langezaal, Adrian Weller, Richard E. Turner
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
InfCycle: Learning to Use Tools via Inference Compute and Cycle Consistency
xiaobo liang, wenjing Xie, Juntao Li, Wanfu Wang, Yibin Chen, Min Zhang
- 27 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Signal Dynamics in Diffusion Models: Enhancing Text-to-Image Alignment through Step Selection
Paul Grimal, Hervé Le Borgne, Olivier Ferret
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Rademacher-Like Random Embedding with Linear Complexity
Baiyu Chen, Wenjian Yu
- 27 Sept 2024 (modified: 14 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Fractal-Inspired Message Passing Neural Networks with Fractal Nodes
Jeongwhan Choi, Seungjun Park, Sumin Park, Sung-Bae Cho, Noseong Park
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Conceptualize Any Network: A Concept Extraction Framework for Holistic Interpretability of Image Classifiers
Hossein Moghaddam, Quentin Bouniot, Jayneel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc
- 27 Sept 2024 (modified: 29 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning
Yan Scholten, Stephan Günnemann
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Hierarchical Multimodal Knowledge Matching for Training-Free Open-Vocabulary Object Detection
Qisen Ma, Yan Huang, Liang Wang
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
An Online Learning Approach to Prompt-based Selection of Generative Models
Xiaoyan Hu, Ho-fung Leung, Farzan Farnia
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VColRL: Learn to Solve the Vertex Coloring Problem Using Reinforcement Learning
Abhinav Anand, Subrahmanya Swamy Peruru, Amitangshu Pal
- 27 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series Forecasting
Wenxuan Xie, Fanpu Cao
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Principal-Agent Reinforcement Learning: Orchestrating AI Agents with Contracts
Dmitry Ivanov, Paul Duetting, Inbal Talgam-Cohen, Tonghan Wang, David C. Parkes
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Lambda-Skip Connections: the architectural component that prevents Rank Collapse
Federico Arangath Joseph, Jerome Sieber, Melanie Zeilinger, Carmen Amo Alonso
- Published: 22 Jan 2025, Last Modified: 13 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Activation Decay by Loss Smoothing to Enhance Generalization
Blaise Delattre, Quentin Barthélemy, Paul Caillon, Erwan Fagnou, Alexandre Allauzen
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Hyperparameter Optimization via Interacting with Probabilistic Circuits
Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance
Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models
Jeffrey Gu, Serena Yeung-Levy
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhancement of In-Context Reasoning in LLMs through Inductive Rule Learning
Tien-Dat Nguyen, Hai-Toan Nguyen, Nguyen Viet Ha
- 27 Sept 2024 (modified: 16 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
R-CoT: Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models
linger Deng, Yuliang Liu, Bohan Li, Dongliang Luo, Liang Wu, Chengquan Zhang, Pengyuan Lyu, Ziyang Zhang, Gang Zhang, Errui Ding, Yingying Zhu, Xiang Bai
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Node-Level Topological Representation Learning on Point Clouds
Vincent Peter Grande, Michael T Schaub
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid
Mingxin Huang, Yuliang Liu, Dingkang Liang, Lianwen Jin, Xiang Bai
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Multi-objective antibody design with constrained preference optimization
Milong Ren, ZaiKai He, Haicang Zhang
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Towards General Certified Robustness of Combinatorial Optimization Solvers
Huaqing Shao, Lanjun Wang, Junchi Yan
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The Two-Hop Curse: LLMs trained on A→B, B→C fail to learn A→C
Mikita Balesni, Tomasz Korbak, Owain Evans
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
$\Delta$-DiT: Accelerating Diffusion Transformers without training via Denoising Property Alignment
Pengtao Chen, Mingzhu Shen, Peng Ye, Jianjian Cao, Chongjun Tu, Christos-Savvas Bouganis, Yiren Zhao, Tao Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone