ICLR 2025 Conference Submissions

How big does your neural network have to be?: A Scaling Law Study in Multi-Spectral Remote Sensing
Mingshi Li, Dusan Grujicic, Stien Heremans, Ben Somers, Matthew B. Blaschko
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Decomposed Learning and Grokking
Gabryel Mason-Williams, Mark Sandler
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Distributed Constrained Optimal Consensus Under a Directed Graph
Xiangzheng Meng, Jie Mei
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AN INFORMATION THEORETIC EVALUATION METRIC FOR STRONG UNLEARNING
Dongjae Jeon, Wonje Jeung, Taeheon Kim, Albert No, Jonghyun Choi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SPECTRUM: Empowering Online Handwriting Verification via Temporal-Frequency Multimodal Representation Learning
Peirong Zhang, Lianwen Jin
- 27 Sept 2024 (modified: 03 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
Slava Elizarov, Ciara Rowles, Simon Donné
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
TDR-HGN:Residual-enhanced heterogeneous graph networks for topology-driven feature completion
Zhaowei Liu, Yihao Jiang, Yongchao Song, Yao Shan, Wang Kerry, Dong Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Truth-value judgment in language models: belief directions are context sensitive
Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Persistent Pre-training Poisoning of LLMs
Yiming Zhang, Javier Rando, Ivan Evtimov, Jianfeng Chi, Eric Michael Smith, Nicholas Carlini, Florian Tramèr, Daphne Ippolito
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
CipherPrune: Efficient and Scalable Private Transformer Inference
Yancheng Zhang, Jiaqi Xue, Mengxin Zheng, Mimi Xie, Mingzhe Zhang, Lei Jiang, Qian Lou
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence
Dharmesh Tailor, Alvaro Correia, Eric Nalisnick, Christos Louizos
- Published: 22 Jan 2025, Last Modified: 29 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning
Hyungkyu Kang, Min-hwan Oh
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization
Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Structural Knowledge Informed Continual Learning for Multivariate Time Series Forecasting
Zijie Pan, Yushan Jiang, Dongjin Song, Sahil Garg, Kashif Rasul, Anderson Schneider, Yuriy Nevmyvaka
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Collaborative Data Optimization
Xinyi Shang, Peng Sun, Fengyuan Liu, Tao Lin
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Monophilic Neighbourhood Transformers
Yi Luo, Xu Sun, Guangchun Luo, Aiguo Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TurtleBench: Evaluating Top Language Models via Real-World Yes/No Puzzles
Qingchen Yu, Shichao Song, Ke Fang, Steven Shi, Zifan Zheng, Hanyu Wang, Simin Niu, Zhiyu li
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
General Preference Modeling with Preference Representations for Aligning Language Models
Yifan Zhang, Ge Zhang, Yue Wu, Kangping Xu, Quanquan Gu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Explaining Vision-Language Similarities in Dual Encoders with Feature-Pair Attributions
Lucas Moeller, Pascal Tilli, Thang Vu, Sebastian Padó
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
$\mu$LO: Compute-Efficient Meta-Generalization of Learned Optimizers
Benjamin Thérien, Charles-Étienne Joseph, Boris Knyazev, Edouard Oyallon, Irina Rish, Eugene Belilovsky
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Endowing Visual Reprogramming with Adversarial Robustness
Shengjie Zhou, Xin Cheng, Haiyang Xu, Ming Yan, Tao Xiang, Feng Liu, Lei Feng
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SyGRID: Synthetically Generated Realistic Industrial Dataset
Elena Govi, Davide Sapienza, Luca De Dominicis, Nicola Capodieci, Marko Bertogna
- 27 Sept 2024 (modified: 12 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PoTable: Programming Standardly on Table-based Reasoning Like a Human Analyst
Qingyang Mao, Qi Liu, Zhi Li, Mingyue Cheng, Zheng Zhang, Rui Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multilayer Correlation Clustering
Atsushi Miyauchi, Florian Adriaens, Francesco Bonchi, Nikolaj Tatti
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ALR$^2$: A Retrieve-then-Reason Framework for Long-context Question Answering
Huayang Li, Pat Verga, Priyanka Sen, Bowen Yang, Vijay Viswanathan, Patrick Lewis, Taro Watanabe, Yixuan Su
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone