ICLR 2025 Conference Submissions

Rainbow Generator: Generating Diverse Data for Name Only Continual Learning
Minhyuk Seo, Seongwon Cho, Minjae Lee, Diganta Misra, Hyeonbeom Choi, Seon Joo Kim, Jonghyun Choi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SciPIP: An LLM-based Scientific Paper Idea Proposer
Wenxiao Wang, Lihui Gu, Liye Zhang, Yunxiang Luo, Yi Dai, Chen Shen, Liang Xie, Binbin Lin, Xiaofei He, Jieping Ye
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GOOD: Decoding-Time Black-Box LLM Alignment
Hainan Fang, Di Huang, Yuanbo Wen, Yunpu Zhao, Tonghui He, QiCheng Wang, Shuo Wang, Rui Zhang, Qi Guo
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Accelerating semidefinite programming beyond limit: ADMM with tune-free operator stepsize
Yifan Ran
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LLM-Exp: Exploring the Policy in Reinforcement Learning with Large Language Models
Qianyue Hao, Yiwen Song, Qingmin Liao, Jian Yuan, Yong Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Relative Drawing Identification Complexity is Invariant to Modality in Vision-Language Models
Diogo Nuno Freitas, Brigt Håvardstun, Cesar Ferri, Dario Garigliotti, Jan Arne Telle, Jose Hernandez-Orallo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training
Mozhi Zhang, Howe Tissue, Lu Wang, Xipeng Qiu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
Yongjin Yang, Sihyeon Kim, Hojung Jung, Sangmin Bae, SangMook Kim, Se-Young Yun, Kimin Lee
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
The Uncanny Valley: Exploring Adversarial Robustness from a Flatness Perspective
Nils Philipp Walter, Linara Adilova, Jilles Vreeken, Michael Kamp
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
What is Wrong with Perplexity for Long-context Language Modeling?
Lizhe Fang, Yifei Wang, Zhaoyang Liu, Chenheng Zhang, Stefanie Jegelka, Jinyang Gao, Bolin Ding, Yisen Wang
- Published: 22 Jan 2025, Last Modified: 04 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
KooNPro: A Variance-Aware Koopman Probabilistic Model Enhanced by Neural Process for Time Series Forecasting
Ronghua Zheng, Hanru Bai, Weiyang Ding
- Published: 22 Jan 2025, Last Modified: 15 May 2025
- ICLR 2025 Poster
- Readers: Everyone
TC-MoE: Augmenting Mixture of Experts with Ternary Expert Choice
Shen Yan, Xingyan Bin, Sijun Zhang, Yisen Wang, Zhouchen Lin
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Can Watermarked LLMs be Identified by Users via Crafted Prompts?
Aiwei Liu, Sheng Guan, Yiming Liu, Leyi Pan, Yifei Zhang, Liancheng Fang, Lijie Wen, Philip S. Yu, Xuming Hu
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Bayesian WeakS-to-Strong from Text Classification to Generation
Ziyun Cui, Ziyang Zhang, Guangzhi Sun, Wen Wu, Chao Zhang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FacLens: Transferable Probe for Foreseeing Non-Factuality in Large Language Models
Yanling Wang, Haoyang Li, Hao Zou, Jing Zhang, Xinlei He, Qi Li, Ke Xu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
Yilmazcan Ozyurt, Stefan Feuerriegel, Mrinmaya Sachan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
YouCLIP: Advancing Multilingual Cross-Modal Learning with Efficient Training.
Lu Zhang, Ke Yan, Shouhong Ding
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Newton-type Federated Learning with Non-IID Data
Jian Li, Yong Liu
- 27 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Variational Learned Priors for Intrinsically Motivated Reinforcement Learning
Jessica Nicholson, Joseph S Goodier, Akshil Patel, Özgür Şimşek
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Interaction Based Gaussian Weighting Clustering for Federated Learning
Alessandro Licciardi, Davide Leo, Eros Fanì, Barbara Caputo, Marco Ciccone
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation
Jasper Dekoninck, Maximilian Baader, Martin Vechev
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Semantic Data Augmentation driven Nested Adapter for Video Moment Retrieval
Arkaprabha Bhandari, KAJAL KANSAL, Yongkang Wong, Jianquan Liu, Mohan Kankanhalli
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The impact of allocation strategies in subset learning on the expressive power of neural networks
Ofir Schlisselberg, Ran Darshan
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Escaping the Big Data Paradigm in Self-Supervised Representation Learning
Carlos Vélez-García, Miguel Cazorla, Jorge Pomares
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ROMA: Regularization for Out-of-distribution Detection with Masked Autoencoders
Xiaochen Feng, Yuan Jiang, Hao Sha, Yongbing Zhang
- 27 Sept 2024 (modified: 10 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone