ICLR 2025 Conference Submissions

Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing
Zhuoran Zhang, Yongxiang Li, Zijian Kan, Keyuan Cheng, Lijie Hu, Di Wang
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A collaborative Multi-Agent LLM Approach for Knowledge Graph Curation and query from multimodal data sources
Ankur Krishna, surya ardham, Chetan Malhotra, Anagha Prashant Shinde
- 24 Sept 2024 (modified: 15 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustment
Naoya Hasegawa, Issei Sato
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Pyramidal Flow Matching for Efficient Video Generative Modeling
Yang Jin, Zhicheng Sun, Ningyuan Li, Kun Xu, Kun Xu, Hao Jiang, Nan Zhuang, Quzhe Huang, Yang Song, Yadong MU, Zhouchen Lin
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation
Yifeng Xu, Zhenliang He, Shiguang Shan, Xilin Chen
- Published: 22 Jan 2025, Last Modified: 12 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Efficient Gradient-Based Algorithm for Training Deep Learning Models With Many Nonlinear Activations
Rafał Wolniak
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficiently Learning Probabilistic Logical Models by Cheaply Ranking Mined Rules
Jonathan Feldstein, Dominic Phillips, Efthymia Tsamoura
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dominant Shuffle: An Incredibly Simple but Exceptionally Effective Data Augmentation Method for Time-Series Prediction
Kai Zhao, zuojiehe, Alex Hung, Dan Zeng
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Data-driven plasma equilibrium forecasting in magnetic fusion tokamak
Youngwoo Cho, Semin Joung, Jaemin Seo, Young-chul Ghim, Jaegul Choo
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fast Summation of Radial Kernels via QMC Slicing
Johannes Hertrich, Tim Jahn, Michael Quellmalz
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Stealix: Model Stealing via Prompt Evolution
Zhixiong Zhuang, Hui-Po Wang, Maria-Irina Nicolae, Mario Fritz
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Chain-of-thoughts for molecular understanding
Yunhui Jang, Jaehyung Kim, Sungsoo Ahn
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
Jingyuan Zhang, Yiyang Duan, Shuaicheng Niu, YANG CAO, Wei Yang Bryan Lim
- Published: 22 Jan 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors
Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
- Published: 22 Jan 2025, Last Modified: 07 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
DiffPath: Generating Road Network based Path with Latent Diffusion Model
Yiwen Fan, Yan Lin, haichen wang, Hongfan Gao, Ronghui Xu, Jilin Hu
- 24 Sept 2024 (modified: 16 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance
Raphael T. Husistein, Markus Reiher, Marco Eckhoff
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Modeling the Human Visual System: Comparative Insights from Response-Optimized and Task-Optimized Vision Models, Language Models, and different Readout Mechanisms
Shreya Saha, Ishaan Chadha, Meenakshi Khosla
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Discretization Complexity Analysis of Consistency Models under Variance Exploding Forward Process
Ruofeng Yang, Bo Jiang, Cheng Chen, Shuai Li
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Task Relations for Test-Time Training
Wooseong Jeong, Jegyeong Cho, Youngho Yoon, Kuk-Jin Yoon
- 24 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Improved Methods for Model Pruning
Wei Jiang, Anying Fu, Youling Zhang
- 24 Sept 2024 (modified: 26 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Can LLMs Generate Diverse Molecules? Towards Alignment with Structural Diversity
Hyosoon Jang, Yunhui Jang, Jaehyung Kim, Sungsoo Ahn
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness
Yuanjian Xu, Jianing Hao, Kunsheng Tang, Jingnan Chen, Anxian Liu, Peng LIU, Guang Zhang
- 24 Sept 2024 (modified: 27 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AhmedML: High-Fidelity Computational Fluid Dynamics Dataset for Incompressible, Low-Speed Bluff Body Aerodynamics
Neil Ashton, Samuel Gundry, Danielle C. Maddix, Parisa M. Shabestari, Peter Yu
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reversible Decoupling Network for Single Image Reflection Removal
Hao Zhao, Mingjia Li, Qiming Hu, Xiaojie Guo
- 24 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Do as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language Models
Francisco Eiras, Aleksandar Petrov, Philip Torr, M. Pawan Kumar, Adel Bibi
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone