ICLR 2025 Conference Submissions

Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learning
Jiangtao Kong, Jiacheng Shi, Shaohan Hu, Ashley Gao, Tianyi Zhou, Huajie Shao
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MCNC: Manifold-Constrained Reparameterization for Neural Compression
Chayne Thrash, Reed Andreas, Ali Abbasi, Parsa Nooralinejad, Soroush Abbasi Koohpayegani, Hamed Pirsiavash, Soheil Kolouri
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
CHIRon: A Generative Foundation Model for Structured Sequential Medical Data
Brian L. Hill, Melika Emami, Vijay S Nori, Aldo Cordova-Palomera, Robert E. Tillman, Eran Halperin
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
Mude Hui, Siwei Yang, Bingchen Zhao, Yichun Shi, Heng Wang, Peng Wang, Cihang Xie, Yuyin Zhou
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games
Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Weiqiang Zheng
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
CogDevelop2K: Reversed Cognitive Development in Multi-modal Large Language Models
Yijiang Li, Qingying Gao, Haoran Sun, Haiyun Lyu, Dezhi Luo, Hokin Deng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
STAR: Synthesis of Tailored Architectures
Armin W Thomas, Rom Parnichkun, Alexander Amini, Stefano Massaroli, Michael Poli
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone
HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics
Jingxuan Fan, Sarah Martinson, Erik Y. Wang, Kaylie Hausknecht, Jonah Brenner, Danxian Liu, Nianli Peng, Corey Wang, Michael Brenner
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Stochastic Online Conformal Prediction with Semi-Bandit Feedback
Haosen Ge, Hamsa Bastani, Osbert Bastani
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Models
Yueqin Yin, Shentao Yang, Yujia Xie, Ziyi Yang, Yuting Sun, Hany Hassan Awadalla, Weizhu Chen, Mingyuan Zhou
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Language Models Are Good Tabular Learners
Zhenhan Huang, Kavitha Srinivas, Horst Samulowitz, Niharika S. D'Souza, Charu C. Aggarwal, Pin-Yu Chen, Jianxi Gao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient transformer with reinforced position embedding for language models
Yen-Che Hsiao, Abhishek Dutta
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and Algorithms
Fanchen Bu, Ruochen Yang, Paul Bogdan, Kijung Shin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DNABERT-S: Pioneering Species Differentiation with Species-Aware DNA Embeddings
Zhihan Zhou, Weimin Wu, Harrison Ho, Jiayi Wang, Lizhen Shi, Ramana V Davuluri, Zhong Wang, Han Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Provable weak-to-strong generalization via benign overfitting
David Xing Wu, Anant Sahai
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Graph-based algorithms for nearest neighbor search with multiple filters
Philip A. Bernstein, Siddharth Gollapudi, Suryansh Gupta, Ravishankar Krishnaswamy, Sepideh Mahabadi, Sandeep Silwal, Harsha Vardhan simhadri, Gopal R Srinivasa, Varun Suriyanarayana, Jakub Tarnawski, Haiyang Xu
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Conformal Prediction with Model-Aware Debiasing
Jiamei Wu, Bei Jiang, Linglong Kong, Lingchen Kong, Yanlin Tang
- 27 Sept 2024 (modified: 24 Mar 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
Javier Ferrando, Oscar Balcells Obeso, Senthooran Rajamanoharan, Neel Nanda
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
ADAPT: Adaptive Prompt Tuning for Pre-Trained Vision-Language Models
Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Jianxi Gao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GenomeOcean: Efficient Foundation Model for Genome Generation
Zhihan Zhou, Weimin Wu, Jieke Wu, Lizhen Shi, Zhong Wang, Han Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Toward Efficient Multi-Agent Exploration With Trajectory Entropy Maximization
Tianxu Li, Kun Zhu
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Can a Single Tree Outperform an Entire Forest?
Qiangqiang Mao, Jiayang Ren, Yixiu Wang, Chenxuanyin Zou, Jingjing Zheng, Yankai Cao
- 27 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Continual Learning via Learning a Continual Memory in Vision Transformer
Chinmay Savadikar, Michelle Dai, Tianfu Wu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ZO-Offloading: Fine-Tuning LLMs with 100 Billion Parameters on a Single GPU
Liangyu Wang, Jie Ren, Hang Xu, Junxiao Wang, David E. Keyes, Di Wang
- 27 Sept 2024 (modified: 01 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CELL your Model: Contrastive Explanations for Large Language Models
Ronny Luss, Erik Miehling, Amit Dhurandhar
- 27 Sept 2024 (modified: 16 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone