ICLR 2025 Conference Submissions

Bias Analysis in Unconditional Image Generative Models
Xiaofeng Zhang, Simon Lacoste-Julien, Aaron Courville, Yash Goyal
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unraveling Neural Cellular Automata for Lightweight Image Compression
Andreza Maria Coutinho Falcao, IURY ADONES XAVIER DOS SANTOS, Filipe R. Cordeiro
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients
Zhenyu Zhang, AJAY KUMAR JAISWAL, Lu Yin, Shiwei Liu, Jiawei Zhao, Yuandong Tian, Zhangyang Wang
- 27 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ROLoRA: Rank Optimization for Low-Rank Adaptation under Memory Constraints
Ta Duy Nguyen, Dung Tran, Saeed Amizadeh, Tianyi Chen, Trung Dang, Luming Liang, Kazuhito Koishida
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Everyone Deserves Recourse: Feasible Recourse Paths Using Data Augmentation
Shubham Sharma, Leonidas Tsepenekas, Margarita Boyarskaya, Freddy Lecue
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cauchy-Schwarz Regularizers
Sueda Taner, Ziyi Wang, Christoph Studer
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Optimizing Attention
Hanno Ackermann, Hong Cai, Markus Nagel, Leyla Mirvakhabova, Farhad G. Zanjani, Fatih Porikli
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation
Hossein Mirzaei, Mojtaba Nafez, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
- Published: 22 Jan 2025, Last Modified: 10 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Holographic Node Representations: Pre-training Task-Agnostic Node Embeddings
Beatrice Bevilacqua, Joshua Robinson, Jure Leskovec, Bruno Ribeiro
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhancing LLM's interpretability for time series via multi-level aligned embeddings
Taibiao Zhao, xiaobing chen, Mingxuan Sun
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Link Prediction with Relational Hypergraphs
Xingyue Huang, Miguel Romero Orth, Pablo Barcelo, Michael M. Bronstein, Ismail Ilkan Ceylan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LLaVA-Read: Enhancing Reading Ability of Multimodal Large Language Models
Ruiyi Zhang, Yufan Zhou, Jian Chen, Jiuxiang Gu, Changyou Chen, Tong Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multi-modal graph neural networks for localized off-grid weather forecasting
Qidong Yang, Jonathan Giezendanner, Daniel Salles Civitarese, Johannes Jakubik, Eric Schmitt, Anirban Chandra, Jeremy Vila, Detlef Hohl, Christopher Hill, Campbell D Watson, Sherrie Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Ramanujan Library - Automated Discovery on the Hypergraph of Integer Relations
Itay Beit Halachmi, Ido Kaminer
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Fast and Noise-Robust Diffusion Solvers for Inverse Problems: A Frequentist Approach
Henry Li, Jonathan Patsenker, Myeongseob Ko, Ruoxi Jia, Yuval Kluger
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Decoupled SGDA for Games with Intermittent Strategy Communication
Ali Zindari, Parham Yazdkhasti, Anton Rodomanov, Tatjana Chavdarova, Sebastian U Stich
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks
Yongchang Hao, Yanshuai Cao, Lili Mou
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis
Hanxi Guo, Siyuan Cheng, Xiaolong Jin, ZHUO ZHANG, Guangyu Shen, Kaiyuan Zhang, Shengwei An, Guanhong Tao, Xiangyu Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Atmospheric Radiation Parameterization by Neural Ordinary Differential Equations and Related Models
Nikolay Yavich, Stefan Maria Ailuro, Chesnokov Alexey Aleksandrovich, Alexander Gavrikov, Evgeny Burnaev, Vladimir Vanovskiy
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics
Runzhe Wu, Ayush Sekhari, Akshay Krishnamurthy, Wen Sun
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
HELMET: How to Evaluate Long-context Models Effectively and Thoroughly
Howard Yen, Tianyu Gao, Minmin Hou, Ke Ding, Daniel Fleischer, Peter Izsak, Moshe Wasserblat, Danqi Chen
- Published: 22 Jan 2025, Last Modified: 06 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
EquiJump: Protein Dynamics Simulation via SO(3)-Equivariant Stochastic Interpolants
Allan Dos Santos Costa, Ilan Mitnikov, Franco Pellegrini, Ameya Daigavane, Mario Geiger, Zhonglin Cao, Karsten Kreis, Tess Smidt, Emine Kucukbenli, JOSEPH JACOBSON
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Self-Improving Logic from Experimental Observations
Max PONT
- 27 Sept 2024 (modified: 15 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Efficient Physics-Constrained Diffusion Models for Solving Inverse Problems
Seungjun Lee, Shinjae Yoo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Uncovering Latent Memories in Large Language Models
Sunny Duan, Mikail Khona, Abhiram Iyer, Rylan Schaeffer, Ila R Fiete
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone