ICLR 2025 Conference Submissions

Autoencoder-Based Hybrid Replay for Class-Incremental Learning
Milad Khademi Nori, IL MIN KIM, Guanghui Wang
- 22 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Replicate and Quantize: A Plug-and-Play Strategy for Load Balancing in Sparse Mixture-of-Experts LLMs
Zijie Liu, Jie Peng, Zirui Liu, Kaixiong Zhou, Tianlong Chen, Zhaozhuo Xu
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Understanding the Stability-based Generalization of Personalized Federated Learning
Yingqi Liu, Qinglun Li, Jie Tan, Yifan Shi, Li Shen, Xiaochun Cao
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
H-QLoRA: Enhancing Quantized LLMs with Hierarchical Residual Learning
Alexander Huang-Menders, Kevin Lin, Yu-Wing Tai
- 22 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
How Does Cross-Layer Correlation in Deep Neural Networks Influence Generalization and Adversarial Robustness?
Zheng Wang, Geyong Min, Wenjie Ruan
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Disentangling the QiGan Encoded by a DNN towards the Go Game
Huilin Zhou, Huijie Tang, Mingjie Li, Hao Zhang, Zhen Yu Liu, Edouardo Honig, Ying Nian Wu, Liang Lin, Lianghui Ding, Quanshi Zhang
- 22 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Think Beyond Size: Dynamic Prompting for More Effective Reasoning
Kamesh R
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction
Xiangxiang Shen, Zheng Wan, Lingfeng Wen, Licheng Sun, Ou Yang Ming Jie, Jijun Cheng, Xuan Tang, Xian Wei
- 22 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Highly efficient Speech Separation using relative Context
Joel Rixen, Matthias Renz
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Retention & Correction: Test-Time Training for Continual Learning
Haoran Chen, Micah Goldblum, Zuxuan Wu, Yu-Gang Jiang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Unsupervised Model Tree Heritage Recovery
Eliahu Horwitz, Asaf Shul, Yedid Hoshen
- Published: 22 Jan 2025, Last Modified: 23 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Deep Linear Probe Generators for Weight Space Learning
Jonathan Kahana, Eliahu Horwitz, Imri Shuval, Yedid Hoshen
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Questioning Simplicity Bias Assumptions
Alasdair Paren, Adel Bibi, Ken Chatfield, Philip Torr
- 22 Sept 2024 (modified: 06 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FairFedMed: Achieving Equity in Medical Federated Learning via FairLoRA
Minghan Li, Congcong Wen, Yu Tian, Min Shi, Yan Luo, Hao Huang, Yi Fang, Mengyu Wang
- 22 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On the Role of Image Statistics and Gradient Learning in the Adversarial Vulnerability of Neural Networks
Hadar Yosef, Yair Weiss
- 22 Sept 2024 (modified: 16 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Efficient Gradient Clipping Methods in DP-SGD for Convolution Models
Weiwei Kong, Mónica Ribero, Grigoris Velegkas
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Do WGANs succeed because they minimize the Wasserstein Distance? Lessons from Discrete Generators
Ariel Elnekave, Yair Weiss
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Neural-Symbolic Message Passing with Dynamic Pruning
Chongzhi Zhang, Junhao Zheng, Zhiping Peng, Qianli Ma
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Visual Case Study of the Training Dynamics in Neural Networks
Ambroise Odonnat, Wassim Bouaziz, Vivien Cabannes
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Iterative Training of Language Models with Opponent Modeling for Red Teaming Data Generation
Yiming Rong, Hang Deng, Xuehai Pan, Yang Han, Fengshuo Bai, Yaodong Yang
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HALO: Human-Aligned End-to-end Image Retargeting with Layered Transformations
Yiran Xu, Harris Shadmany, Siqi Xie, Yinxiao Li, Luciano Sbaiz, Miaosen Wang, Junjie Ke, Jose Lezama, Hang Qi, Han Zhang, Jesse Berent, Ming-Hsuan Yang, Irfan Essa, Jia-Bin Huang, Feng Yang
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Temperature Optimization for Bayesian Deep Learning
Kenyon Ng, Chris van der Heide, Liam Hodgkinson, Susan Wei
- 22 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow
Behrooz Azarkhalili Aghmiyouni, Maxwell Libbrecht
- 22 Sept 2024 (modified: 01 Nov 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Your Weak LLM is Secretly a Strong Teacher for Alignment
Leitian Tao, Yixuan Li
- Published: 22 Jan 2025, Last Modified: 29 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
See Further When Clear: Adaptive Generative Modeling with Curriculum Consistency Model
Yunpeng Liu, Boxiao Liu, Yi Zhang, Xingzhong Hou, Guanglu Song, Yu Liu, Haihang You
- 22 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone