ICLR 2025 Conference Submissions

PolygoNet: Leveraging Simplified Polygonal Representation for Effective Shape Classification
Salim Khazem, Jeremy Fix, Cédric Pradalier
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On the Diversity of Synthetic Data and its Impact on Training Large Language Models
Hao Chen, Abdul Waheed, Xiang Li, Yidong Wang, Jindong Wang, Bhiksha Raj, Marah I Abdin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SLMRec: Distilling Large Language Models into Small for Sequential Recommendation
Wujiang Xu, Qitian Wu, Zujie Liang, Jiaojiao Han, Xuying Ning, Yunxiao Shi, Wenfang Lin, Yongfeng Zhang
- Published: 22 Jan 2025, Last Modified: 06 May 2025
- ICLR 2025 Poster
- Readers: Everyone
How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
Xinnan Dai, Haohao Qu, Yifei Shen, Bohang Zhang, Qihao Wen, Wenqi Fan, Dongsheng Li, Jiliang Tang, Caihua Shan
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design
Keir Adams, Kento Abeywardane, Jenna Fromer, Connor W. Coley
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
ShareLoRA: Less Tuning, More Performance for LoRA Fine-tuning of LLMs
Zheyu Shen, Guoheng Sun, Yexiao He, Ziyao Wang, Yuning Zhang, Souvik Kundu, Eric P. Xing, Hongyi Wang, Ang Li
- 27 Sept 2024 (modified: 09 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models
Song Wang, Peng Wang, Tong Zhou, Yushun Dong, Zhen Tan, Jundong Li
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Geometric Algebra Planes: Convex Implicit Neural Volumes
Irmak Sivgin, Sara Fridovich-Keil, Gordon Wetzstein, Mert Pilanci
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Scalable Exploration via Ensemble++
Yingru Li, Jiawei Xu, Baoxiang Wang, Zhi-Quan Luo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TabWak: A Watermark for Tabular Diffusion Models
Chaoyi Zhu, Jiayi Tang, Jeroen M. Galjaard, Pin-Yu Chen, Robert Birke, Cornelis Bos, Lydia Y. Chen
- Published: 22 Jan 2025, Last Modified: 17 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
PoseCheck: Generative Models for 3D Structure-based Drug Design Produce Unrealistic Poses
Charles Harris, Kieran Didi, Arian Rokkum Jamasb, Chaitanya K. Joshi, Simon V Mathis, Pietro Lio, Tom Leon Blundell
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reducing the Scope of Language Models with Circuit Breakers
David Yunis, Siyu Huo, Chulaka Gunasekara, Danish Contractor
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Active Imitation Learning with Random Network Distillation
Emilien Biré, Anthony Kobanda, Ludovic Denoyer, Rémy Portelas
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
iAgent: LLM Agent as a Shield between User and Recommender Systems
Wujiang Xu, Yunxiao Shi, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Wenyue Hua, Min Xu, Mingyu Jin, Yongfeng Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Is multitask learning all you need in continual learning?
Giulia Lanzillotta, Mandana Samiei, Claire Vernade, Razvan Pascanu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Explore To Mimic: A Reinforcement Learning Based Agent To Generate Online Signatures
Anurag Pandey, PushapDeep Singh, Arnav Bhavsar, Aditya Nigam, Dr. Divya Acharya, Basu Verma
- 27 Sept 2024 (modified: 21 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Memory-augmented Transformers can implement Linear First-Order Optimization Methods
Sanchayan Dutta, Suvrit Sra
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
One Model for One Graph: A New Perspective for Pretraining with Cross-domain Graphs
Jingzhe Liu, Haitao Mao, Zhikai Chen, Wenqi Fan, Mingxuan Ju, Tong Zhao, Neil Shah, Jiliang Tang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CLEAR: Understanding the Reasoning Capabilities of Large Language Models
Samuel Maddrell-Mander
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
Fei Wang, Xingchen Wan, Ruoxi Sun, Jiefeng Chen, Sercan O Arik
- 27 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds
Zhiyong Wang, Dongruo Zhou, John C.S. Lui, Wen Sun
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
Harish Babu Manogaran, M. Maruf, Arka Daw, Kazi Sajeed Mehrab, Caleb Patrick Charpentier, Josef Uyeda, Wasila M Dahdul, Matthew J Thompson, Elizabeth G Campolongo, Kaiya L Provost, Wei-Lun Chao, Tanya Berger-Wolf, Paula Mabee, Hilmar Lapp, Anuj Karpatne
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Training Physics-Driven Deep Learning Reconstruction without Raw Data Access for Equitable Fast MRI
Yasar Utku Alcalar, Merve Gulle, Mehmet Akcakaya
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On Designing Effective RL Reward at Training Time for LLM Reasoning
Jiaxuan Gao, Shusheng Xu, Wenjie Ye, Weilin Liu, Chuyi He, Wei Fu, Zhiyu Mei, Guangju Wang, Yi Wu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning
Xiaochuan Li, Zichun Yu, Chenyan Xiong
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone