ICLR 2025 Conference Submissions

Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches
Itsumi Saito, Haruto Yoshida, Keisuke Sakaguchi
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Transformers Provably Solve Parity Efficiently with Chain of Thought
Juno Kim, Taiji Suzuki
- Published: 22 Jan 2025, Last Modified: 01 May 2025
- ICLR 2025 Oral
- Readers: Everyone
Adaptive Gradient Clipping for Robust Federated Learning
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Ahmed Jellouli, Geovani Rizk, John Stephan
- Published: 22 Jan 2025, Last Modified: 30 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Agents' Room: Narrative Generation through Multi-step Collaboration
Fantine Huot, Reinald Kim Amplayo, Jennimaria Palomaki, Alice Shoshana Jakobovits, Elizabeth Clark, Mirella Lapata
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Boosting In-Context Learning in LLMs with Retrieval-based Codebook
Zeqi Ren, Jingzhe Zhu, Xiao Tan, Jing Yan, Siyang Leng, Shuai Chen, Jianbo Yu, Jiaming Zhu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
Seongyun Lee, Geewook Kim, Jiyeon Kim, Hyunji Lee, Hoyeon Chang, Sue Hyun Park, Minjoon Seo
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Reinforcement Learning on Synthetic Navigation Data allows Safe Navigation in Blind Digital Twins
Ilias Sarbout, Mehdi OUNISSI, Dan Milea, Daniel Racoceanu
- 27 Sept 2024 (modified: 15 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Oscillatory State-Space Models
T. Konstantin Rusch, Daniela Rus
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Centrality Graph Shift Operators for Graph Neural Networks
Yassine ABBAHADDOU, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Michalis Vazirgiannis
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Imputation for prediction: beware of diminishing returns.
Marine Le Morvan, Gael Varoquaux
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers
Vladislav Trifonov, Alexander Rudikov, Oleg Iliev, Yuri M. Laevsky, Ivan Oseledets, Ekaterina Muravleva
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
big.LITTLE Vision Transformer for Efficient Visual Recognition
He Guo, Yulong Wang, Zixuan Ye, Jifeng Dai, Yuwen Xiong
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Controlled Language Generation with Low-Rank Autoregressive Reward Models
Sergey Troshin, Vlad Niculae, Antske Fokkens
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CR-CTC: Consistency regularization on CTC for improved speech recognition
Zengwei Yao, Wei Kang, Xiaoyu Yang, Fangjun Kuang, Liyong Guo, Han Zhu, Zengrui Jin, Zhaoqing Li, Long Lin, Daniel Povey
- Published: 22 Jan 2025, Last Modified: 14 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains
Yein Park, Chanwoong Yoon, Jungwoo Park, Donghyeon Lee, Minbyul Jeong, Jaewoo Kang
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
NF-MKV Net: A Constraint-Preserving Neural Network Approach to Solving Mean-Field Games Equilibrium
Jinwei Liu, Lu Ren, Wang Yao, Xiao Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models
Najwa Laabid, Severi Rissanen, Markus Heinonen, Arno Solin, Vikas Garg
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Controlling Information Leakage in Concept Bottleneck Models with Trees
Angelos Ragkousis, Sonali Parbhoo
- 27 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AnyView: Few Shot Personalized View Transfer
Rukhshanda Hussain, Hui Xian Grace Lim, Bor-Chun Chen, Mubarak Shah, Ser-Nam Lim
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Optimizing Q-Learning Using Expectile Regression: A Dual Approach to Handle In-Sample and Out-of-Sample Data
Caroline Chen, Yuwei Fu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Influence-Guided Diffusion for Dataset Distillation
Mingyang Chen, Jiawei Du, Bo Huang, Yi Wang, Xiaobo Zhang, Wei Wang
- Published: 22 Jan 2025, Last Modified: 12 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Why DP "LOCAL" SGD – Faster Convergence in Less Composition with Clipping Bias Reduction
Hanshen Xiao, Lam M. Nguyen, Marten van Dijk, Srini Devadas
- 27 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
$\alpha$-Reachable Graphs for Multivector Nearest Neighbor Search
Siddharth Gollapudi, Ravishankar Krishnaswamy, Sandeep Silwal, Kirankumar Shiragur, Harsh Wardhan, Ben Landrum, Nikhil Rao
- 27 Sept 2024 (modified: 10 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ELICIT: LLM Augmentation Via External In-context Capability
Futing Wang, Jianhao Yan, Yue Zhang, Tao Lin
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SADE: a Scene-text Autoregressive Diffusion Engine for Character Sequence Recognition
Cameron Painting, Willie Brink
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone