TMLR Submissions

GMAgent: A Graph-oriented Multi-agent Collaboration Framework for Text-attributed Graph Analysis
TMLR Paper4884 Authors
- 18 May 2025 (modified: 31 May 2025)
- Under review for TMLR
- Readers: Everyone
Emergent Neural Network Mechanisms for Generalization to Objects in Novel Orientations
TMLR Paper4883 Authors
- 18 May 2025 (modified: 23 Jul 2025)
- Decision pending for TMLR
- Readers: Everyone
The Noise Geometry of Stochastic Gradient Descent
TMLR Paper4882 Authors
- 18 May 2025 (modified: 30 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning
TMLR Paper4880 Authors
- 18 May 2025 (modified: 01 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Chimera: State Space Models Beyond Sequences
TMLR Paper4879 Authors
- 17 May 2025 (modified: 25 Jul 2025)
- Under review for TMLR
- Readers: Everyone
BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation
TMLR Paper4878 Authors
- 17 May 2025 (modified: 31 Jul 2025)
- Decision pending for TMLR
- Readers: Everyone
Ginger: An Efficient Curvature Approximation with Linear Complexity for General Neural Networks
TMLR Paper4877 Authors
- 16 May 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Adapting Chat Language Models Using Only Target Unlabeled Language Data
TMLR Paper4876 Authors
- 16 May 2025 (modified: 07 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Activation sharding for scalable training of large models
TMLR Paper4874 Authors
- 16 May 2025 (modified: 30 May 2025)
- Under review for TMLR
- Readers: Everyone
CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization
TMLR Paper4873 Authors
- 16 May 2025 (modified: 29 Jun 2025)
- Under review for TMLR
- Readers: Everyone
A Bias Correction Mechanism for Distributed Asynchronous Optimization
TMLR Paper4872 Authors
- 16 May 2025 (modified: 22 Jul 2025)
- Under review for TMLR
- Readers: Everyone
On Time Series Clustering with Graph Neural Networks
TMLR Paper4871 Authors
- 16 May 2025 (modified: 12 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Decentralized Federated Learning with Function Space Regularization
TMLR Paper4870 Authors
- 16 May 2025 (modified: 27 May 2025)
- Under review for TMLR
- Readers: Everyone
Single Step Policy Alignment for Imitation Learning with Auxiliary Imperfect Demonstration
TMLR Paper4869 Authors
- 16 May 2025 (modified: 30 May 2025)
- Under review for TMLR
- Readers: Everyone
Bayesian information theoretic model-averaging stochastic item selection for computer adaptive testing
TMLR Paper4867 Authors
- 15 May 2025 (modified: 24 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Before Forgetting, There's Learning: Representation Learning Challenges in Online Unsupervised Continual Learning
TMLR Paper4866 Authors
- 15 May 2025 (modified: 09 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation
TMLR Paper4865 Authors
- 15 May 2025 (modified: 31 May 2025)
- Under review for TMLR
- Readers: Everyone
Reproducibility Study of “Vision Transformers Need Registers"
TMLR Paper4863 Authors
- 15 May 2025 (modified: 01 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Don’t Judge Before You CLIP: A Unified Approach for Perceptual Tasks
TMLR Paper4862 Authors
- 15 May 2025 (modified: 23 Jul 2025)
- Decision pending for TMLR
- Readers: Everyone
On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks
TMLR Paper4861 Authors
- 15 May 2025 (modified: 26 May 2025)
- Under review for TMLR
- Readers: Everyone
Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting
Jinxin Xiong, Xi Gao, Linxin Yang, Jiang Xue, Xiaodong Luo, Akang Wang
- Published: 31 Jul 2025, Last Modified: 31 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Modularity is the Bedrock of Natural and Artificial Intelligence
TMLR Paper4858 Authors
- 14 May 2025 (modified: 07 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Learning Robust Representations for Visual Reinforcement Learning via Task-Relevant Mask Sampling
TMLR Paper4857 Authors
- 14 May 2025 (modified: 06 Jul 2025)
- Under review for TMLR
- Readers: Everyone
A Mixture of Exemplars Approach for Efficient Out-of-Distribution Detection with Foundation Models
TMLR Paper4856 Authors
- 14 May 2025 (modified: 28 Jul 2025)
- Decision pending for TMLR
- Readers: Everyone
Dreaming is All You Need
TMLR Paper4855 Authors
- 14 May 2025 (modified: 17 May 2025)
- Under review for TMLR
- Readers: Everyone