ICLR 2025 Conference Submissions

OptionZero: Planning with Learned Options
Po-Wei Huang, Pei-Chiun Peng, Hung Guei, Ti-Rong Wu
- Published: 22 Jan 2025, Last Modified: 03 May 2025
- ICLR 2025 Oral
- Readers: Everyone
Structure and Behavior in Weight Space Representation Learning
Léo Meynent, Ivan Melev, Konstantin Schürholt, Goeran Kauermann, Damian Borth
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks
Mengzhao Jia, Wenhao Yu, Kaixin Ma, Tianqing Fang, Zhihan Zhang, Siru Ouyang, Hongming Zhang, Meng Jiang, Dong Yu
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
From Skills to Plans: Automatic Skill Discovery and Symbolic Interpretation for Compositional Tasks
Yunze Wu, Jingyu Cao, Yuan Zhou, Jianzhu Ma, Zhilei Xu
- 27 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AIME: AI System Optimization via Multiple LLM Evaluators
Bhrij Patel, Souradip Chakraborty, Wesley A. Suttle, Mengdi Wang, Amrit Singh Bedi, Dinesh Manocha
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Deep Learning for Two-Sided Matching
Sai Srivatsa Ravindranath, Zhe Feng, Shira Li, Jonathan Ma, Scott Kominers, David C. Parkes
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Lazy Hessian Evaluation Framework for Accelerating Stochastic Bilevel Optimization
Peiwen Qiu, Prashant Khanduri, Haibo Yang, Chaosheng Dong, Jia Liu, Mingyi Hong
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks
Michelle Halbheer, Dominik J. Mühlematter, Alexander Becker, Dominik Narnhofer, Helge Aasen, Konrad Schindler, Mehmet Ozgur Turkoglu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger
Wenjun Li, Dexun Li, Kuicai Dong, Cong Zhang, Hao Zhang, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Graph Neural Networks for Interferometer Simulations
Sidharth Kannan, Pooyan Goodarzi, Evangelos E. Papalexakis, Jonathan Richardson
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Injecting Universal Jailbreak Backdoors into LLMs in Minutes
Zhuowei Chen, Qiannan Zhang, Shichao Pei
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Efficient Predictive Counterfactual Regret Minimization$^+$ Algorithm in Solving Extensive-Form Games
Linjian Meng, Zhenxing Ge, Tianpei Yang, Yang Gao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Federated Time Series Generation on Feature and Temporally Misaligned Data
Chenrui Fan, Zhi Wen Soi, Aditya Shankar, Abele Mălan, Lydia Y. Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spike-to-excite: photosensitive seizures in biologically-realistic spiking neural networks
Luke Taylor, Melissa Claire Maaike Fasol
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Accurate Split Learning on Noisy Signals
Hang Xu, Aritra Dutta, Xin Li, Panos Kalnis
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LBG: LNE-based Blocking Generation Against Data Contamination on Large Language Models
Ruijie Hou, Jiao Yueyang, Hanxu Hu, Huajian Zhang, Hongyuan Lu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Leveraging VLMs for MUDA：A Category-Specific Prompting with Multi-Modal Low-Rank Adapter
Jianing Yang, Mingyu Cao, Xueqiong Li, Mengzhu Wang, Wenjing Yang, Huibin Tan
- 27 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Preference fine-tuning for factuality in chest X-ray interpretation models without human feedback
Dennis Hein, Zhihong Chen, Sophie Ostmeier, Justin Xu, Maya Varma, Eduardo Pontes Reis, Arne Edward Michalson MD, Christian Bluethgen, Hyun Joo Shin, Curtis Langlotz, Akshay S Chaudhari
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Quantum Algorithm for Online Learning of MDPs with Continuous State Space
Andris Ambainis, Joao F. Doriguello, Debbie Lim
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multi-Agent Reinforcement Learning for Efficient Vision Transformer with Dynamic Token Selection
Lu ChengLong, Wei Wang
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Action abstractions for amortized sampling
Oussama Boussif, Lena Nehale Ezzine, Joseph D Viviano, Michał Koziarski, Moksh Jain, Nikolay Malkin, Emmanuel Bengio, Rim Assouel, Yoshua Bengio
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Test-time Adaptation for Cross-modal Retrieval with Query Shift
Haobin Li, Peng Hu, Qianjun Zhang, Xi Peng, XitingLiu, Mouxing Yang
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models
Ying Zhou, Xinyao Wang, Yulei Niu, Yaojie Shen, Lexin Tang, Fan Chen, Ben He, Le Sun, Longyin Wen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Provence: efficient and robust context pruning for retrieval-augmented generation
Nadezhda Chirkova, Thibault Formal, Vassilina Nikoulina, Stéphane CLINCHANT
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning
Yujian Liu, Shiyu Chang, Tommi Jaakkola, Yang Zhang
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone