ICLR 2025 Workshop WSL Submissions

Learning on Model Weights using Tree Experts
Eliahu Horwitz, Bar Cavia, Jonathan Kahana, Yedid Hoshen
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces
Yihuai Hong, Lei Yu, Haiqin Yang, Shauli Ravfogel, Mor Geva
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Adiabatic Fine-Tuning of Neural Quantum States Enables Detection of Phase Transitions in Weight Space
Vinicius Hernandes, Thomas Spriggs, Saqar Khaleefah, Eliska Greplova
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Spotlight
- Readers: Everyone
Equivariant Neural Functional Networks for Transformers
Hoang V. Tran, Thieu Vo, An Nguyen The, Tho Tran Huu, Minh-Khoi Nguyen-Nhat, Thanh Tran, Duy-Tung Pham, Tan Minh Nguyen
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Spotlight
- Readers: Everyone
Scaling Up Parameter Generation: A Recurrent Diffusion Approach
Kai Wang, Dongwen Tang, Wangbo Zhao, Konstantin Schürholt, Zhangyang Wang, Yang You
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Mimetic Initialization Helps State Space Models Learn to Recall
Asher Trockman, Hrayr Harutyunyan, J Zico Kolter, Sanjiv Kumar, Srinadh Bhojanapalli
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Shape Generation via Weight Space Learning
Maximilian Plattner, Arturs Berzins, Johannes Brandstetter
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
ProDiF: Protecting Domain-Invariant Features to Secure Pre-Trained Models Against Extraction
Tong Zhou, Shijin Duan, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Shaolei Ren, Xiaolin Xu
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Cost-Efficient Continual Learning with Sufficient Exemplar Memory
Dong Kyu Cho, Taesup Moon, Rumi Chunara, Kyunghyun Cho, Sungmin Cha
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
The Space Between: On Folding, Symmetries and Sampling
Michal Lewandowski, Bernhard Heinzl, Raphael Pisoni, Bernhard A. Moser
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Instruction-Guided Autoregressive Neural Network Parameter Generation
Bedionita Soro, Bruno Andreis, Song Chong, Sung Ju Hwang
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Recursive Self-Similarity in Deep Weight Spaces of Neural Architectures: A Fractal and Coarse Geometry Perspective
Ambarish Moharil, Indika Kumara, Majid Mohammadi, Damian Andrew Tamburri, Willem-Jan van den Heuvel
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Fusion of Graph Neural Networks via Optimal Transport
Weronika Ormaniec, Michael Vollenweider, Elisa Hoskovec
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Adversarial Robustness in Parameter-Space Classifiers
Tamir Shor, Ethan Fetaya, Chaim Baskin, Alex M. Bronstein
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Spotlight
- Readers: Everyone
Collaborative Time Series Imputation through Meta-learned Implicit Neural Representations
Tong Nie, Wei Ma
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Finding Stable Subnetworks at Initialization with Dataset Distillation
Luke McDermott, Rahul Parhi
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Dataset Size Recovery from Fine-Tuned Model Weights
Mohammad Salama, Jonathan Kahana, Eliahu Horwitz, Yedid Hoshen
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
TeleLoRA: Teleporting Alignment across Large Language Models for Trojan Mitigation
Xiao Lin, Manoj Acharya, Anirban Roy, Susmit Jha
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
A Single Global Merging Suffices: Recovering Centralized Learning Performance in Decentralized Learning
Tongtian Zhu, Tianyu Zhang, Mingze Wang, Zhanpeng Zhou, Can Wang
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone
Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization
Zexi Li, Lingzhi Gao, Chao Wu
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Workshop Weight Space Learning Poster
- Readers: Everyone