ICLR 2025 Conference Submissions

RNA FrameFlow: Flow Matching for de novo 3D RNA Backbone Generation
Rishabh Anand, Chaitanya K. Joshi, Alex Morehead, Arian Rokkum Jamasb, Charles Harris, Simon V Mathis, Kieran Didi, Bryan Hooi, Pietro Lio
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
UnCLe: An Unlearning Framework for Continual Learning
Vishnuprasadh Kumaravelu, Sayanta Adhikari, P. K. Srijith
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SMiR: A Synthetic Data Pipeline To Improve Multi-Image Reasoning
Andrew Li, Rahul Chalamala, Rahul Thapa, Qingyang Wu, Kezhen Chen, James Zou
- 28 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SRPCA: Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion
Wael Hassanieh, Abdallah Chehade
- 28 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Making Text Embedders Few-Shot Learners
Chaofan Li, Minghao Qin, Shitao Xiao, Jianlyu Chen, Kun Luo, Defu Lian, Yingxia Shao, Zheng Liu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models
Yuxuan Zhang, Ruizhe Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Model Using Implicit Feedback from Pre-training Demonstrations
Thomas Tian, Kratarth Goel
- Published: 22 Jan 2025, Last Modified: 25 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Diffusion-Guided Safe Policy Optimization From Cost-Label-Free Offline Dataset
Feng Chen, Zhilong Zhang, Jiacheng Xu, Lei Yuan, Cong Guan, Zongzhang Zhang, Yang Yu
- 28 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
OptBatch: Optimizing Instruction Tuning with Data Selection through Batch Stratified Sampling
run zou, Yifan Ding, Siyu Liu, Jianhang Ding, wenwu, Hao Chen, Beibei Chen, yun lou
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multlingual Abstractive Event Extraction for the Real World
Sina Semnani, Pingyue Zhang, Wanyue Zhai, Haozhuo Li, Ryan Beauchamp, Trey Billing, Katayoun Kishi, Manling Li, Monica Lam
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Risk Quadrangle and Robust Optimization Based on $\varphi$-Divergence
Cheng Peng, Anton Malandii, Stan Uryasev
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Projected Neural Differential Equations for Learning Constrained Dynamics
Alistair White, Anna Büttner, Maximilian Gelbrecht, Valentin Duruisseaux, Niki Kilbertus, Frank Hellmann, Niklas Boers
- 28 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Hierarchical Object-Oriented POMDP Planning for Object Rearrangement
Rajesh Devaraddi Mangannavar, Alan Fern, Prasad Tadepalli
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FLARE: Fine-tuned Long-context Acceleration with ReLU-enhanced FIRE
Michael Moffatt, Haoran Cheng, David Lisbonne, Qilong Wang, Gregory Kielian, Kauna Lei, Xinting Jiang, Junyi Luo, Guanchen Tao, Shiwei Liu, Mehdi Saligane
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diverse Preference Learning for Capabilities and Alignment
Stewart Slocum, Asher Parker-Sartori, Dylan Hadfield-Menell
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval
Yuan Chiang, Elvis Hsieh, Chia-Hong Chou, Janosh Riebesell
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Beyond Layers: A Global Message-Passing Mechanism for Heterophilic Graphs
Huijie Liu, Shulan Ruan, Mingyue Cheng, Zhenya Huang, Qi Liu, Enhong Chen
- 28 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Deferred Backdoor Functionality Attacks on Deep Learning Models
Jeongjin Shin, Sangdon Park
- 28 Sept 2024 (modified: 03 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Diffusion Posterior Sampling for Dose Reduced CT Reconstruction
Jingbo Xu, Qiaoqiao Ding, Xiaoqun Zhang
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Large Language Model Evaluation via Matrix Nuclear-Norm
Yahan Li, Tingyu Xia, Yi Chang, Yuan Wu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Reinforcement Learning with Large Language Model Priors
Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou Ammar, Jun Wang
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Benchmarking DNA Sequence Models for Causal Variant Prediction in Human Genetics
Gonzalo Benegas, Gökcen Eraslan, Yun S. Song
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Uncertainty-Based Abstention in LLMs Improves Safety and Reduces Hallucinations
Christian Tomani, Kamalika Chaudhuri, Ivan Evtimov, Daniel Cremers, Mark Ibrahim
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On last-iterate convergence of distributed Stochastic Gradient Descent algorithm with momentum
Difei Cheng, Ruinan Jin, Hong Qiao, Bo Zhang
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits
Yuwei Luo, Mohsen Bayati
- Published: 22 Jan 2025, Last Modified: 17 May 2025
- ICLR 2025 Poster
- Readers: Everyone