ICLR 2025 Conference Submissions

Learning from End User Data with Shuffled Differential Privacy over Kernel Densities
Tal Wagner
- Published: 22 Jan 2025, Last Modified: 18 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Learning High-Degree Parities: The Crucial Role of the Initialization
Emmanuel Abbe, Elisabetta Cornacchia, Jan Hązła, Donald Kougang-Yombi
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs
Mohammad Mozaffari, Maryam Mehri Dehnavi
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Filling the Gaps: LLMs for Causal Hypothesis Generation
Ivaxi Sheth, Sahar Abdelnabi, Mario Fritz
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MOGIC: METADATA-INFUSED ORACLE GUIDANCE FOR IMPROVED EXTREME CLASSIFICATION
Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Yashoteja Prabhu, Shikhar Mohan, Deepak Saini, Lakshya Kumar, Jian Jiao, Amit S, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multi-Agent Reinforcement Learning from Human Feedback: Data Coverage and Algorithmic Techniques
Natalia Zhang, Xinqi Wang, Qiwen Cui, Runlong Zhou, Sham M. Kakade, Simon Shaolei Du
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Graph Regularized Encoder Training for Extreme Classification
Anshul Mittal, Shikhar Mohan, Deepak Saini, Siddarth Asokan, Suchith Chidananda Prabhu, Lakshya Kumar, Pankaj Malhotra, Jian Jiao, Amit S, Sumeet Agarwal, Soumen Chakrabarti, Purushottam Kar, Manik Varma
- 26 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Momentum and Error Feedback for Clipping with Fast Rates and Differential Privacy
Rustem Islamov, Samuel Horváth, Aurelien Lucchi, Peter Richtárik, Eduard Gorbunov
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Attention-based Graph Coreset Labeling for Active Learning
Xueqi Ma, Xingjun Ma, Sarah Monazam Erfani, James Bailey
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation
Haiyang Liu, Xingchao Yang, Tomoya Akiyama, Yuantian Huang, Qiaoge Li, Shigeru Kuriyama, Takafumi Taketomi
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Debiasing Federated Learning with Correlated Client Participation
Zhenyu Sun, ziyang zhang, Zheng Xu, Gauri Joshi, Pranay Sharma, Ermin Wei
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
GeoGS3D: Single-view 3D Reconstruction via Geometric-aware Diffusion Model and Gaussian Splatting
Qijun Feng, Zhen Xing, Zuxuan Wu, Yu-Gang Jiang
- 26 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
pDETR: End-to-End Object Detection via Perspective-Aware Transformers
Fuxin Xie, Haomiao Bian, Jian Zhou, Jinsheng Xiao, Bijun Li
- 26 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Understanding Likelihood Over-optimisation in Direct Alignment Algorithms
Zhengyan Shi, Sander Land, Acyr Locatelli, Matthieu Geist, Max Bartolo
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
StepProof: Step-by-step verification of natural language mathematical proofs
Xiaolin Hu, Qinghua Zhou, Bogdan Grechuk, Ivan Y Tyukin, Oliver Sutton
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs
Michael Scholkemper, Xinyi Wu, Ali Jadbabaie, Michael T Schaub
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation
Yang Tian, Sizhe Yang, Jia Zeng, Ping Wang, Dahua Lin, Hao Dong, Jiangmiao Pang
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Understanding the Role of Spectral Signal in Unsupervised Graph Domain Adaptation
Qixuan Gao, Xiangyi Teng, Shibing Mo, Jing Liu
- 26 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
What Can We Learn from State Space Models for Machine Learning on Graphs?
Yinan Huang, Siqi Miao, Pan Li
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components
Carl Allen
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Scaled Inverse Graphics: Efficiently Learning Large Sets of 3D Scenes
Karim Kassab, Antoine Schnepf, Jean-Yves Franceschi, Laurent Caraffa, Flavian Vasile, Jeremie Mary, Andrew I. Comport, Valerie Gouet-Brunet
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VISION-LANGUAGE MODELS AS TRAINERS FOR INSTRUCTION-FOLLOWING AGENTS
Tung Minh Luu, Younghwan Lee, Donghoon Lee, Chang D. Yoo
- 26 Sept 2024 (modified: 01 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Is the Fairness Metric Truly Fair?
Haoze Jiang, Zunlei Feng, Jiacong Hu, Bingde Hu, Yi Wang, Huiqiong Wang, Yuanyu Wan, Mingli Song
- 26 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Instance-wise Knowledge Enhancement for 3D Instance Segmentation
Wonseok Roh, Hwanhee Jung, Giljoo Nam, Dong In Lee, Hyeongcheol Park, Sang Ho Yoon, Jungseock Joo, Sangpil Kim
- 26 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization
Mostofa Rafid Uddin, Min Xu
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone