ICLR 2025 Conference Submissions

A Unified Approach Towards Active Learning and Out-of-Distribution Detection
Sebastian Schmidt, Leonard Schenk, Leo Schwinn, Stephan Günnemann
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Deconstructing What Makes a Good Optimizer for Autoregressive Language Models
Rosie Zhao, Depen Morwani, David Brandfonbrener, Nikhil Vyas, Sham M. Kakade
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs
Ankit Singh Rawat, Veeranjaneyulu Sadhanala, Afshin Rostamizadeh, Ayan Chakrabarti, Wittawat Jitkrittum, Vladimir Feinberg, Seungyeon Kim, Hrayr Harutyunyan, Nikunj Saunshi, Zachary Nado, Rakesh Shivanna, Sashank J. Reddi, Aditya Krishna Menon, Rohan Anil, Sanjiv Kumar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
Emanuele Zangrando, Sara Venturini, Francesco Rinaldi, Francesco Tudisco
- Published: 22 Jan 2025, Last Modified: 22 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Interaction Asymmetry: A General Principle for Learning Composable Abstractions
Jack Brady, Julius von Kügelgen, Sebastien Lachapelle, Simon Buchholz, Thomas Kipf, Wieland Brendel
- Published: 22 Jan 2025, Last Modified: 11 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FrameBridge: Improving Image-to-Video Generation with Bridge Models
Yuji Wang, Zehua Chen, Chen Xiaoyu, Jun Zhu, Jianfei Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Preference-based Credit Assignment for Reinforcement Learning with Delayed and Noised Rewards
Huiyi Deng, Dayang Liang, Yunlong Liu
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Set-Size Dependent Combinatorial Bandits
Jingyuan Liu, Hao Qiu, Xutong Liu, Xuchuang Wang, Mohammad Hajiesmaili, Lin Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Retri3D: 3D Neural Graphics Representation Retrieval
Yushi Guan, Daniel Kwan, Jean Sebastien Dandurand, Xi Yan, Ruofan Liang, Yuxuan Zhang, Nilesh Jain, Nilesh Ahuja, Selvakumar Panneer, Nandita Vijaykumar
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Decoupling Angles and Strength in Low-rank Adaptation
Massimo Bini, Leander Girrbach, Zeynep Akata
- Published: 22 Jan 2025, Last Modified: 23 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Prediction of Protein-protein Contacts with Structure-aware Single-sequence Protein Language Models
Derek Huang, Peicong Lin, Sheng-You Huang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning the Partially Dynamic Travelling Salesman Problem
Jack Trainer, David S. Leslie, Anthony Nixon
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Counterfactual fairness prediction: Consistent estimation with generative models and theoretical guarantees
Yuchen Ma, Dennis Frauen, Valentyn Melnychuk, Stefan Feuerriegel
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning
Bohan Liu, Yang Xiao, Ruimeng Ye, Zinan Ling, Xiaolong Ma, Bo Hui
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Uncertainty-Aware Reinforcement Learning from Human Feedback
Matej Cief, Francesco Tonolini, Nikolaos Aletras, Gabriella Kazai
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Small Molecule Optimization with Large Language Models
Philipp Guevorguian, Menua Bedrosian, Tigran Fahradyan, Hrant Khachatrian, Armen Aghajanyan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LORA-MaOO: Learning Ordinal Relations and Angles for Expensive Many-Objective Optimization
Xunzhao Yu, Miqing Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Active Evaluation Acquisition for Efficient LLM Benchmarking
Yang Li, Jie Ma, Miguel Ballesteros, Yassine Benajiba, Graham Horwood
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mouse Lockbox Dataset: Behavior Recognition of Mice Solving Mechanical Puzzles
Patrik Reiske, Marcus Nicolaas Boon, Niek Andresen, Sole Traverso, Katharina Hohlbaum, Lars Lewejohann, Christa Thöne-Reineke, Olaf Hellwich, Henning Sprekeler
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AcademicEval: Live Long-Context LLM Benchmark
Haozhen Zhang, Tao Feng, Pengrui Han, Jiaxuan You
- 27 Sept 2024 (modified: 15 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring Selective Layer Freezing Strategies in Transformer Fine-Tuning: NLI Classifiers with Sub-3B Parameter Models
Taewook Hwang, Hyein Seo, Jeesu Jung, Sangkeun Jung
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Epi-attention : Adaptive Context-Aware Attention for Dynamic Feature Relevance in Neural Networks
Mohamed-Djallel DILMI, Faten Chaieb Chakchouk
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AutoG: Towards automatic graph construction from tabular data
Zhikai Chen, Han Xie, Jian Zhang, Xiang song, Jiliang Tang, Huzefa Rangwala, George Karypis
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
TangentBind: Unlocking the Potential of Emergent Alignment in Multimodal Model
Jincheng Xie, Xingchen Xiao, Runheng Liu, Zhongyi Huang, Heyan Huang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Differentiable Implicit Solver on Graph Neural Networks for Forward and Inverse Problems
Nikolay Yavich, Alexander Ryabov, Evgeny Burnaev, Vladimir Vanovskiy
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone