ICLR 2025 Conference Submissions

RotRNN: Modelling Long Sequences with Rotations
Kai Biegun, Rares Dolga, Harry Jake Cunningham, David Barber
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Faster Gradient Descent in Deep Linear Networks: The Advantage of Depth
Chandra Shekar Lakshminarayanan, Archish S, Arun Rajkumar, Harish Guruprasad Ramaswamy
- 27 Sept 2024 (modified: 10 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Evaluating Synthetic Activations composed of SAE Latents in GPT-2
Nora Petrova, Giorgi Giglemiani, Chatrik Singh Mangat, Stefan Heimersheim, Jett Janiak
- 27 Sept 2024 (modified: 18 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Bayesian Binary Search
Vikash Singh, Matthew Khanzadeh, Vincent Davis, Harrison Rush, Emanuele Rossi, Jesse Shrader, Pietro Lio
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Model-Driven Labeled Data Free Fine-tuning
Yuebin XU, Xuemei Peng, Zeyi Wen
- 27 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DataSciBench: An LLM Agent Benchmark for Data Science
Dan Zhang, Sining Zhoubian, Min Cai, Fengzu Li, Lekang Yang, Wei Wang, Tianjiao Dong, Ziniu Hu, Jie Tang, Yisong Yue
- 27 Sept 2024 (modified: 10 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Unsupervised Learning of Categorical Structure
Matteo Alleman, Stefano Fusi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning
Anthony Kobanda, Rémy Portelas, Odalric-Ambrym Maillard, Ludovic Denoyer
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
R$^2$: A LLM Based Novel-to-Screenplay Generation Framework with Causal Plot Graphs
Zefeng Lin, Yi Xiao, Zhiqiang Mo, Qifan Zhang, Jie Wang, Jiayang Chen, Jiajing Zhang, Hui Zhang, Zhengyi Liu, Xianyong Fang, Xiaohua Xu
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Large Language Model Critics for Execution-Free Evaluation of Code Changes
Aashish Yadavally, Hoan Nguyen, Laurent Callot, Gauthier Guinet
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multimodal Graph-LLM: Leveraging Graph-Enhanced LLMs for Multimodal Healthcare Predictions
Inyoung Choi, Sukwon Yun, Jiayi Xin, Jie Peng, Tianlong Chen, Qi Long
- 27 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Quantum (Inspired) $D^2$-sampling with Applications
Poojan Chetan Shah, Ragesh Jaiswal
- Published: 22 Jan 2025, Last Modified: 23 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Measuring Free-Form Decision-Making Inconsistency of Language Models in Military Crisis Simulations
Aryan Shrivastava, Jessica Hullman, Max Lamparth
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
Arnav Kumar Jain, Harley Wiltzer, Jesse Farebrother, Irina Rish, Glen Berseth, Sanjiban Choudhury
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Distribution Shift Aware Neural Feature Transformation
Wangyang Ying, Nanxu Gong, Dongjie Wang, Pengyang Wang, Xinyuan Wang, Chandan K. Reddy, Yanjie Fu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MAGE: Leveraging LLMs for Automated Mapper Generation in Parallel Programming
Anjiang Wei, Allen Nie, Thiago S. F. X. Teixeira, Rohan Yadav, Wonchan Lee, Ke Wang, Alex Aiken
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GEPCode: A Context-Aware 1M-Parameters Graph-Based Language Model for Source Code
Federico Cichetti, Emanuele Parisi, Andrea Acquaviva, Francesco Barchi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Hierarchical Language Model Design For Interpretable Graph Reasoning
Sambhav Khurana, Xiner Li, Shurui Gui, Shuiwang Ji
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
Thomas Schmied, Thomas Adler, Vihang Prakash Patil, Maximilian Beck, Korbinian Pöppel, Johannes Brandstetter, Günter Klambauer, Razvan Pascanu, Sepp Hochreiter
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robust Graph Attention for Graph Adversarial Attacks: An Information Bottleneck Inspired Approach
Yancheng Wang, Changyu Liu, Yingzhen Yang
- 27 Sept 2024 (modified: 15 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Embodied Referring Expression Comprehension Through Multimodal Residual Learning
Md Mofijul Islam, Alexi Gladstone, Sujan Sarker, Ganesh Nanduru, Md Fahim, Keyan Du, Aman Chadha, Tariq Iqbal
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Can You Trust Your Experiments? Generalizability of Experimental Studies
Federico Matteucci, Vadim Arzamasov, Jose Cribeiro-Ramallo, Marco Heyden, Konstantin Ntounas, Klemens Böhm
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Soup to go: mitigating forgetting during continual learning with model averaging
Anat Kleiman, Gintare Karolina Dziugaite, Jonathan Frankle, Sham M. Kakade, Mansheej Paul
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Leveraging Color Channel Independence for Improved Unsupervised Object Detection
Bastian Jäckl, Yannick Metz, Udo Schlegel, Daniel A. Keim, Maximilian T. Fischer
- 27 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Generalization from Starvation: Hints of Universality in LLM Knowledge Graph Learning
David D. Baek, Yuxiao Li, Max Tegmark
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone