ICLR 2025 Conference Submissions

Generative Reward Models
Dakota Mahan, Duy Van Phung, Alon Albalak, Rafael Rafailov, Chase Blagden, Nathan Lile, Louis Castricato, Jan-Philipp Fränken, Chelsea Finn
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Trace Reconstruction for DNA Data Storage using Language Models
Michael Girsch, Reinhard Heckel
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EFFECTIVE REGULARIZATION WITH RELATIVE-DISTANCE VARIANCES IN DEEP METRIC LEARNING
Yanghong Zhou, Laurence Liu, Tracy Mok
- 27 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Latte: Latent Attention for Linear Time Transformers
Rares Dolga, Lucas Maystre, Marius Cobzarenco, David Barber
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
Xiaorui Su, Yibo Wang, Shanghua Gao, Xiaolong Liu, Valentina Giunchiglia, Djork-Arné Clevert, Marinka Zitnik
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Stated Causal Language Modeling: Off-the-Shelf Enhancement of Context Memorization
Wanyun Cui, Mingwei Xu, Shilong Tu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Incorporating Human Preferences into Interpretable Reinforcement Learning with Tree Policies
Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Lirong Xia, Fei Fang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Scaling Sparse Feature Circuits For Studying In-Context Learning
Dmitrii Kharlapenko, Stepan Shabalin, Fazl Barez, Neel Nanda, Arthur Conmy
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Moral Alignment for LLM Agents
Elizaveta Tennant, Stephen Hailes, Mirco Musolesi
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
RecLM: Recommendation Instruction Tuning with Large Language Models
Yangqin Jiang, Yuhao Yang, Lianghao Xia, Da Luo, Kangyi Lin, Chao Huang
- 27 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Constraining embedding learning with Self-Matrix Factorization
Aldo Galeano, Ruben Jimenez, Suzana de Siqueira Santos, Alberto Paccanaro
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Topic-XICL: Demonstration Selection with Topic Inference for Cross-lingual In-context Learning
Linjuan Wu, Weiming Lu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Training-free guidance of diffusion models for generalised inpainting
Lewis Cornwall, Joshua Meyers, James Day, Lilly S Wollman, Neil Dalchau, Aaron Sim
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cometh: A continuous-time discrete-state graph diffusion model
Antoine Siraudin, Fragkiskos D. Malliaros, Christopher Morris
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ColPali: Efficient Document Retrieval with Vision Language Models
Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, CELINE HUDELOT, Pierre Colombo
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Navigation with QPHIL: Offline Goal-Conditioned RL in a Learned Discretized Space
Alexi Canesse, Mathieu Petitbois, Ludovic Denoyer, sylvain lamprier, Rémy Portelas
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Assessing Large Language Models for Valid and Correct Code Reasoning
Changshu Liu, Yang Chen, Reyhaneh Jabbarvand
- 27 Sept 2024 (modified: 12 Mar 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Content-Style Learning from Unaligned Domains: Identifiability under Unknown Latent Dimensions
Sagar Shrestha, Xiao Fu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration
Luzhe Huang, Xiongye Xiao, Shixuan Li, Yi Huang, Aydogan Ozcan, Paul Bogdan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LLS: Regulating Neural Network Training via Learnable Label Smoothing
Sachin Chhabra, PrasanthSai Gouripeddi, Hemanth Venkateswara, Baoxin Li
- 27 Sept 2024 (modified: 16 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA
Qianqi Yan, Xuehai He, Xiang Yue, Xin Eric Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Generalization Gradient Descent
Rueicyuan Su, Tzuen Su, Jia-Ching Wang, Minghsiang Su
- 27 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
Kaustubh Vyas, Damien Graux, Yijun Yang, Sebastien Montella, Chenxin Diao, Wendi Zhou, Pavlos Vougiouklis, Ruofei Lai, Yang Ren, Keshuang Li, Jeff Z. Pan
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs
Yi-Kai Zhang, Shiyin Lu, Qing-Guo Chen, De-Chuan Zhan, Han-Jia Ye
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks
Nguyen Hung-Quang, Ngoc-Hieu Nguyen, The-Anh Ta, Thanh Nguyen-Tang, Kok-Seng Wong, Hoang Thanh-Tung, Khoa D Doan
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone