ICLR 2025 Conference Submissions

ProvCreator: Synthesizing Graph Data with Text Attributes
Tianhao Wang, Simon Klancher, Kunal Mukherjee, Josh Wiedemeier, Feng Chen, Murat Kantarcioglu, Kangkook Jee
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Data-Driven Discovery of PDEs via the Adjoint Method
Mohsen Sadr, Tony Tohme, KAMAL YOUCEF-TOUMI
- 25 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision
Gihan Jayatilaka, Abhinav Shrivastava, Matthew Gwilliam
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion-Nested Auto-Regressive Synthesis of Heterogeneous Tabular Data
Hengrui Zhang, Liancheng Fang, Qitian Wu, Philip S. Yu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Better Understanding Open-set Noise in Learning with Noisy Labels
Chen Feng, Nicu Sebe, Ioannis Patras
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GTR: Semi-supervised Learning with Grouping and Transporting for Robust Thresholding
Weiyang Jin, Siyuan Li, Zicheng Liu, Zedong Wang, Juanxi Tian, Di Wu, Cheng Tan, Chang Yu, Stan Z. Li
- 25 Sept 2024 (modified: 16 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multi-Label Node Classification with Label Influence Propagation
Yifei Sun, Zemin Liu, Bryan Hooi, Yang Yang, Rizal Fathony, Jia Chen, Bingsheng He
- Published: 22 Jan 2025, Last Modified: 10 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Interpreting the Second-Order Effects of Neurons in CLIP
Yossi Gandelsman, Alexei A Efros, Jacob Steinhardt
- Published: 22 Jan 2025, Last Modified: 12 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Utilities from Demonstrations in Markov Decision Processes
Filippo Lazzati, Alberto Maria Metelli
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Ordinal Preference Optimization: Aligning Human Preferences via NDCG
Yang Zhao, Yixin Wang, Mingzhang Yin
- Published: 22 Jan 2025, Last Modified: 05 Feb 2025
- Submitted to ICLR 2025
- Readers: Everyone
Augmented Flow Matching via Variance Reduction with Auxiliary Variables
Jongmin Yoon, Juho Lee
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training
Yi Li, Zhichun Guo, Guanpeng Li, Bingzhe Li
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Switch EMA: A Free Lunch for Better Flatness and Sharpness
Siyuan Li, Juanxi Tian, Zicheng Liu, Ge Wang, Zedong Wang, Weiyang Jin, Di Wu, Tao Lin, Cheng Tan, Yang Liu, Baigui Sun, Stan Z. Li
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Marginal Fairness Sliced Wasserstein Barycenter
Khai Nguyen, Hai Nguyen, Nhat Ho
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Convergence Analysis of Gradient Descent under Coordinate-wise Gradient Dominance
Yutong Chao, Jalal Etesami
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
Tianren Ma, Lingxi Xie, Yunjie Tian, Boyu Yang, Qixiang Ye
- Published: 22 Jan 2025, Last Modified: 11 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Model Extrapolation Expedites Alignment
Chujie Zheng, Ziqi Wang, Heng Ji, Minlie Huang, Nanyun Peng
- 25 Sept 2024 (modified: 29 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DRIVE: Distributional Model-Based Reinforcement Learning via Variational Inference
Jianfei Ma, Huazhe Xu
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models
Young Kyun Jang, Ser-Nam Lim
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization
Zexi Li, Lingzhi Gao, Chao Wu
- 25 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering
Yibo Zhang, Lihong Wang, Changqing Zou, Tieru Wu, Rui Ma
- Published: 22 Jan 2025, Last Modified: 13 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Decomposition Ascribed Synergistic Learning for Unified Image Restoration
JingHao Zhang, Feng Zhao
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DHENN: A Deeper Hybrid End-to-end Neural Network for Highly Accurate Drug-Drug Interaction Events Prediction
Di Wu, Wu Sun, Yi He, Zhong Chen, Xin Luo
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SAGMAN: Stability Analysis of Graph Neural Networks on the Manifolds
Wuxinlin Cheng, Chenhui Deng, Ali Aghdaei, Zhiru Zhang, Zhuo Feng
- 25 Sept 2024 (modified: 11 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MixNAM: Advancing Neural Additive Models with Mixture of Experts
Guangzhi Xiong, Sanchit Sinha, Aidong Zhang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone