ICLR 2025 Conference Submissions

Binarized Convolutional Neural Networks with Channel Quadrupling and Smooth Downsampling
YOUNGWOOK KWON, Sejin Kwon, HyunJin Kim
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RouGE: Learning Gated Experts for Segment Anything in the Wild
Yizhen Guo, Hang Guo, Tao Dai, Bin Chen, Ruisheng Luo, Shu-Tao Xia
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Towards Unbiased Learning in Semi-Supervised Semantic Segmentation
Rui Sun, Huayu Mai, Wangkai Li, Tianzhu Zhang
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Multi-Objective Alignment of LLMs with ORPO using Self-Judgement
Jayant Parashar, Suchendra M. Bhandarkar
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Causal Effect Estimation with Mixed Latent Confounders and Post-treatment Variables
Yaochen Zhu, Jing Ma, Liang Wu, Qi Guo, Liangjie Hong, Jundong Li
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Dynamic Neural Graph: Facilitating Temporal Dynamics Learning in Deep Weight Space
Di Wu, Huan Liu, Zhixiang Chi, YUANHAO YU, Konstantinos N Plataniotis, Yang Wang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer
Meng YOU, Zhiyu Zhu, Hui LIU, Junhui Hou
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Let's Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models
Kangyang Luo, Zichen Ding, Zhenmin Weng, Lingfeng Qiao, Meng Zhao, Xiang Li, di yin, Jinlong Shu
- 26 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory
Xueyan Niu, Bo Bai, Lei Deng, Wei Han
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GESR: A Geometric Evolution Model for Symbolic Regression
Zhitong Ma, Jinghui zhong
- 26 Sept 2024 (modified: 25 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MinMax Bayesian Neural Networks and Uncorrelated Representation
Junping Hong, Yutong Jiang, Ercan Engin KURUOGLU
- 26 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
BOOST: Enhanced Jailbreak of Large Language Model via Slient eos Tokens
Jiahao Yu, Haozheng Luo, Jerry Yao-Chieh Hu, Wenbo Guo, Han Liu, Xinyu Xing
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
$q$-exponential family for policy optimization
Lingwei Zhu, Haseeb Shah, Han Wang, Yukie Nagai, Martha White
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SparsitySolver: Efficient Reinforcement Learning-based Pruning for LLMs
Siqi Li, Quan Lu, ning jiang, Jingyang Xiang, Chengrui Zhu, Jiateng Wei, Jun Chen, Yong Liu
- 26 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Dark Miner: Defend against unsafe generation for text-to-image diffusion models
Zheling Meng, Bo Peng, Xiaochuan Jin, Yue Jiang, Jing Dong, Wei Wang, Tieniu Tan
- 26 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ASPIRER: Bypassing System Prompts with Permutation-based Backdoors in LLMs
Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, ZHUO ZHANG, Xiangyu Zhang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Exploring Selective Layer Fine-Tuning in Federated Learning
Yuchang Sun, Yuexiang Xie, Bolin Ding, Yaliang Li, Jun Zhang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Harnessing Spatial Dependency for Domain Generalization in Multivariate Time-series Sensor Data
Jaehyun Bae, Heesoo Jung, Hogun Park
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training
Chenyi yang, Wenjie Nie, Yuxin Zhang, Yuhang Wu, Xiawu Zheng, GUANNAN JIANG, Jie Hu, Rongrong Ji
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
EAPCR: A Universal Feature Extractor for Scientific Data Without Explicit Feature Relation Patterns
Zhuohang Yu, Ling An, Yansong Li, Yu Wu, Zeyu Dong, Zhangdi Liu, Le Gao, Zhenyu Zhang, Chichun Zhou
- 26 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation
Zhao Song, Mingquan Ye, Junze Yin, Lichen Zhang
- Published: 22 Jan 2025, Last Modified: 16 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Multi-modal Prompt Learning Empowers Graph Neural Networks with Semantic Knowledge
Zihao Li, Lecheng Zheng, Bowen Jin, Dongqi Fu, Baoyu Jing, Yikun Ban, Jingrui He, Jiawei Han
- 26 Sept 2024 (modified: 30 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Boosting Concept Bottleneck Models with Supervised, Hierarchical Concept Learning
Ao Sun, Yuanyuan Yuan, Pingchuan Ma, Shuai Wang
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging
Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Yu Sun, Hua Wu, Sen Su
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone