ICLR 2025 Conference Submissions

Taipan: Efficient and Expressive State Space Language Models with Selective Attention
Chien Van Nguyen, Huy Huu Nguyen, Thang M. Pham, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Ryan A. Rossi, Trung Bui, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Seeded LoRA: Collaborative Fine-Tuning Through Seed Initialization of Adapters
Alejandro R. Salamanca, Ahmet Üstün, Nicki Skafte Detlefsen, Tim Dettmers
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unbiased Attribution with Intrinsic Information
Zhiyu Zhu, Zhibo Jin, Jiayu Zhang, Jianlong Zhou, Fang Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Controlling Forgetting with Test-Time Data in Continual Learning
Vaibhav Singh, Rahaf Aljundi, Eugene Belilovsky
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learn With Imagination: Safe Set Guided State-wise Constrained Policy Optimization
Feihan Li, Yifan Sun, Weiye Zhao, Rui Chen, Tianhao Wei, Changliu Liu
- 27 Sept 2024 (modified: 07 Nov 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
LAMP: Large Model Pruning with Inter-Block Error Compensation
Xin Luo, Zihang Jiang, S Kevin Zhou
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ADOPD-Instruct: A Large-Scale Multimodal Dataset for Document Editing
Wanrong Zhu, Xiangxi Shi, Yufan Zhou, Ruiyi Zhang, Tong Sun, Jiuxiang Gu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Do Not Mimic My Voice: Teacher-Guided Unlearning for Zero-Shot Text-to-Speech
Taesoo Kim, Jinju Kim, Dong Chan Kim, Jong Hwan Ko, Gyeong-Moon Park
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SIRD: Transformers Assisted Step by Step Symbolic Integration
Vaibhav Sharma, Abhinav Nagpal, Muhammed Fatih Balin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CF-GISS: Collision-Free Generative 3D Indoor Scene Synthesis with Controllable Floor Plans and Optimized Layouts
SUCHONG, Yingbin Fu, Jing Yang, Param Hanji, wangshaojun, zhaoxuan, Fangcheng Zhong
- 27 Sept 2024 (modified: 16 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Interference Modeling For Estimating Treatment Effects From Dynamic Graphs
Xiaofeng Lin, Han Bao, Koh Takeuchi, Yan Cui, Hisashi Kashima
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks
Yixin Cheng, Markos Georgopoulos, Volkan Cevher, Grigorios Chrysos
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation
Ziwei Liu, Liang Zhang, Qian Li, Jianghua Wu, Guangxu Zhu
- 27 Sept 2024 (modified: 09 Nov 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
An Efficient Algorithm For Computing Optimal Wasserstein Ball Center
Yuntao Wang, Yuxuan Li, Qingyuan Yang, Hu Ding
- 27 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
One to All: Individual Reweighting for User-Oriented Fairness in Recommender Systems
Zhongxuan Han, Li Zhang, Chaochao Chen, zheng ming, Xiaolin Zheng
- 27 Sept 2024 (modified: 30 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Problem-dependent Quantum Circuit Design Based on Entropy Matching
Jiaqi Cheng, Kaining Zhang, Yinxing Xue, Dacheng Tao, Zhaofeng Su
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
How Transformers Implement Induction Heads: Approximation and Optimization Analysis
Mingze Wang, Ruoxi Yu, Weinan E, Lei Wu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning
Peter Eckmann, Dongxia Wu, Germano Heinzelmann, Michael K Gilson, Rose Yu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Do We Need Domain-Specific Embedding Models? An Empirical Investigation
Yixuan Tang, Yi Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets
Haoran He, Can Chang, Huazhe Xu, Ling Pan
- Published: 22 Jan 2025, Last Modified: 23 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Steering Protein Family Design through Profile Bayesian Flow
Jingjing Gong, Yu Pei, Siyu Long, Yuxuan Song, Zhe Zhang, Wenhao Huang, Ziyao Cao, Shuyi Zhang, Hao Zhou, Wei-Ying Ma
- Published: 22 Jan 2025, Last Modified: 27 Apr 2025
- ICLR 2025 Oral
- Readers: Everyone
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy
Ya-Wei Eileen Lin, Ronald R. Coifman, Gal Mishne, Ronen Talmon
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Diff-BBO: Diffusion-Based Inverse Modeling for Black-Box Optimization
Dongxia Wu, Nikki Lijing Kuang, Ruijia Niu, Yian Ma, Rose Yu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
Haijin Zeng, Benteng Sun, Yongyong Chen, Jingyong Su, Yong Xu
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Rethinking Data Selection at Scale: Random Selection is Almost All You Need
Tingyu Xia, Bowen Yu, Kai Dang, An Yang, Yuan Wu, Yuan Tian, Yi Chang, Junyang Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone