TMLR Submissions

One-Sided Matrix Completion from Ultra-Sparse Samples
TMLR Paper5113 Authors
- 15 Jun 2025 (modified: 21 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Decomposable Neuro Symbolic Regression
TMLR Paper5112 Authors
- 14 Jun 2025 (modified: 30 Aug 2025)
- Under review for TMLR
- Readers: Everyone
A second-order-like optimizer with adaptive gradient scaling for deep learning
TMLR Paper5110 Authors
- 14 Jun 2025 (modified: 28 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Preserving Expert-Level Privacy in Offline Reinforcement Learning
TMLR Paper5109 Authors
- 14 Jun 2025 (modified: 23 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation
Xuyi Meng, Chen Wang, Jiahui Lei, Kostas Daniilidis, Jiatao Gu, Lingjie Liu
- Published: 17 Sept 2025, Last Modified: 17 Sept 2025
- Accepted by TMLR
- Readers: Everyone
ReFineVLA: Multimodal Reasoning-Aware Generalist Robotic Policies via Teacher-Guided Fine-Tuning
TMLR Paper5107 Authors
- 13 Jun 2025 (modified: 25 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Early Classification of Time Series: A survey and Benchmark
TMLR Paper5106 Authors
- 13 Jun 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Trustworthy AI: Safety, Bias, and Privacy - A Survey
TMLR Paper5105 Authors
- 13 Jun 2025 (modified: 14 Aug 2025)
- Withdrawn by Authors
- Readers: Everyone
Cross-Domain Graph Anomaly Detection via Test-Time Training with Homophily-Guided Self-Supervision
TMLR Paper5104 Authors
- 13 Jun 2025 (modified: 22 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Efficient Privacy-Preserving Federated Learning With Selective Parameter Encryption
TMLR Paper5103 Authors
- 13 Jun 2025 (modified: 22 Jun 2025)
- Under review for TMLR
- Readers: Everyone
ReHub: Linear Complexity Graph Transformers with Adaptive Hub-Spoke Reassignment
Tomer Borreda, Daniel Freedman, Or Litany
- Published: 30 Aug 2025, Last Modified: 30 Aug 2025
- Accepted by TMLR
- Readers: Everyone
MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
TMLR Paper5097 Authors
- 12 Jun 2025 (modified: 22 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Temporal horizons in forecasting: a performance-learnability trade-off
TMLR Paper5096 Authors
- 12 Jun 2025 (modified: 06 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
CoNNect: Connectivity-Based Regularization for Structural Pruning of Neural Networks
Christian P.C. Franssen, Jinyang Jiang, Yijie Peng, Bernd Heidergott
- Published: 15 Sept 2025, Last Modified: 15 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning
Huaiyuan Qin, Muli Yang, Siyuan Hu, Peng Hu, Yu Zhang, Chen Gong, Hongyuan Zhu
- Published: 13 Sept 2025, Last Modified: 13 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Mixtures of Neural Cellular Automata: A Stochastic Frame- work for Growth Modelling and Self-Organization
TMLR Paper5093 Authors
- 12 Jun 2025 (modified: 13 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Byzantine-Robust and Hessian-Free Federated Bilevel Optimization
Shruti P Maralappanavar, Bharath B N
- Published: 14 Sept 2025, Last Modified: 14 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Recurrent Natural Policy Gradient for POMDPs
TMLR Paper5091 Authors
- 12 Jun 2025 (modified: 23 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Tunable Domain Adaptation Using Unfolding
TMLR Paper5090 Authors
- 12 Jun 2025 (modified: 07 Sept 2025)
- Under review for TMLR
- Readers: Everyone
DRDT3: Diffusion-Refined Decision Test-Time Training Model
Xingshuai Huang, Di Wu, Benoit Boulet
- Published: 20 Sept 2025, Last Modified: 20 Sept 2025
- Accepted by TMLR
- Readers: Everyone
LIT-LVM: Structured Regularization for Interaction Terms in Linear Predictors using Latent Variable Models
Mohammadreza Nemati, Zhipeng Huang, Kevin S. Xu
- Published: 21 Sept 2025, Last Modified: 21 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Simple and Nearly-Optimal Sampling for Rank-1 Tensor Completion via Gauss-Jordan
Alejandro Gomez-Leos, Oscar Lopez
- Published: 23 Sept 2025, Last Modified: 23 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning
TMLR Paper5085 Authors
- 11 Jun 2025 (modified: 17 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
VColRL: Learn to solve the Vertex Coloring Problem using Reinforcement Learning
Abhinav Anand, Subrahmanya Swamy Peruru, Amitangshu Pal
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Memory Meets (Multi-Modal) Large Language Models: A Comprehensive Survey
TMLR Paper5081 Authors
- 11 Jun 2025 (modified: 22 Aug 2025)
- Under review for TMLR
- Readers: Everyone