ICLR 2025 Conference Submissions

Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
Jinwoo Choi, Seung-Woo Seo
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Comprehensive Artistic Style Representation for Quantitative Evaluation
Zexi Jia, Chuanwei Huang, Hongyan Fei, Yeshuang Zhu, Ying Deng, Jiapei Zhang, Yuan Zhiqiang, Xiaoyue Duan, Jinchao Zhang, Jie Zhou
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection
Bokai Lin, Zihao Zeng, Zipeng Xiao, Siqi Kou, TianQi Hou, Xiaofeng Gao, Hao Zhang, Zhijie Deng
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
In-context KV-Cache Eviction for LLMs via Attention-Gate
Zihao Zeng, Bokai Lin, TianQi Hou, Hao Zhang, Zhijie Deng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
From Appearance to Motion: Aligning Visual Representations for Robotic Manipulation
Eadom T Dessalene, Dehao Yuan, Michael Maynord, Nathan S. Pan, Cornelia Fermuller, Yiannis Aloimonos
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SymMaP: Improving Computational Efficiency in Linear Solvers through Symbolic Preconditioning
Hong Wang, Jie Wang, Minghao Ma, Haoran Shao, Haoyang Liu
- 27 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Potential Outcome Imputation for CATE Estimation
Ahmed Aloui, Juncheng Dong, Cat Phuoc Le, Vahid Tarokh
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Representative Guidance: Diffusion Model Sampling with Coherence
Anh-Dung Dinh, Daochang Liu, Chang Xu
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images
Tian Qiu, Arjun Nichani, Rasta Tadayon, Haewon Jeong
- 27 Sept 2024 (modified: 17 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism
Tehila Dahan, Kfir Yehuda Levy
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Evolved LLM Schemas for Mid Vision Feedback
Eadom T Dessalene, Michael Maynord, Rashmi Kapu, Cornelia Fermuller, Yiannis Aloimonos
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reward-free World Models for Online Imitation Learning
Shangzhe Li, Zhiao Huang, Hao Su
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
Lester James Validad Miranda, Yizhong Wang, Yanai Elazar, Sachin Kumar, Valentina Pyatkin, Faeze Brahman, Noah A. Smith, Hannaneh Hajishirzi, Pradeep Dasigi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Scaling and evaluating sparse autoencoders
Leo Gao, Tom Dupre la Tour, Henk Tillman, Gabriel Goh, Rajan Troll, Alec Radford, Ilya Sutskever, Jan Leike, Jeffrey Wu
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Towards characterizing the value of edge embeddings in graph neural networks
Dhruv Rohatgi, Tanya Marwah, Zachary Chase Lipton, Jianfeng Lu, Ankur Moitra, Andrej Risteski
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
Yujin Han, Lei Xu, Sirui Chen, Difan Zou, Chaochao Lu
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Novel Soft Alignment Approach for Language Models with Explicit Listwise Rewards
Owen Dou, Yi Zhao, Mige Zhu, Kaizhu Huang, Jiajun Tian
- 27 Sept 2024 (modified: 15 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise
Xingang Guo, Darioush Keivan, Usman Ahmed Syed, Lianhui Qin, Huan Zhang, Geir Dullerud, Peter Seiler, Bin Hu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
No Free Lunch from Random Feature Ensembles
Benjamin Samuel Ruben, William Lingxiao Tong, Hamza Tahir Chaudhry, Cengiz Pehlevan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning guarantee of reward modeling using deep neural networks
Yuanhang Luo, Yeheng Ge, Ruijian Han, Guohao Shen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SReNet: Spectral Refined Network for Solving Operator Eigenvalue Problem
Hong Wang, Jiang Yixuan, Jie Wang, Xinyi Li, Jian Luo, huanshuo dong
- 27 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Event Camera Data Pretraining via Prompt-Tuning with Visual Models
Quanmin Liang, Qiang Li, Xinzi Cao, Jinyi Lu, Mingyue Cui, Feidiao Yang, Wei Zhang, Kai Huang, Yonghong Tian
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficiently Parameterized Neural Metriplectic Systems
Anthony Gruber, Kookjin Lee, Haksoo Lim, Noseong Park, Nathaniel Trask
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
RGRL: Quantum State Control via Representation-Guided Reinforcement Learning
Yan Zhu, Tailong Xiao, Giulio Chiribella, Ya-Dong Wu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner
Kenneth Li, Yiming Wang, Fernanda Viégas, Martin Wattenberg
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone