TMLR Submissions

Learning Reward Machines from Partially Observed Policies
TMLR Paper4886 Authors
- 19 May 2025 (modified: 18 Aug 2025)
- Under review for TMLR
- Readers: Everyone
QC-BERT: A Quantum-Classical hybrid framework for Efficient Sentiment Analysis and Question Answering
TMLR Paper4885 Authors
- 18 May 2025 (modified: 02 Jun 2025)
- Withdrawn by Authors
- Readers: Everyone
GMAgent: A Graph-oriented Multi-agent Collaboration Framework for Text-attributed Graph Analysis
TMLR Paper4884 Authors
- 18 May 2025 (modified: 12 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Emergent Neural Network Mechanisms for Generalization to Objects in Novel Orientations
Avi Cooper, Daniel Harari, Tomotake Sasaki, Spandan Madan, Hanspeter Pfister, Pawan Sinha, Xavier Boix
- Published: 26 Aug 2025, Last Modified: 26 Aug 2025
- Accepted by 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
Xingshuai Huang, Di Wu, Benoit Boulet
- Published: 29 Aug 2025, Last Modified: 29 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Chimera: State Space Models Beyond Sequences
TMLR Paper4879 Authors
- 17 May 2025 (modified: 29 Aug 2025)
- Decision pending for TMLR
- Readers: Everyone
BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation
Peijia Qin, Ruiyi Zhang, Pengtao Xie
- Published: 11 Aug 2025, Last Modified: 11 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Ginger: An Efficient Curvature Approximation with Linear Complexity for General Neural Networks
TMLR Paper4877 Authors
- 16 May 2025 (modified: 13 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Adapting Chat Language Models Using Only Target Unlabeled Language Data
TMLR Paper4876 Authors
- 16 May 2025 (modified: 14 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Activation sharding for scalable training of large models
TMLR Paper4874 Authors
- 16 May 2025 (modified: 16 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization
Yanxia Deng, Aozhong Zhang, Selcuk Gurses, Naigang Wang, Zi Yang, Penghang Yin
- Published: 18 Aug 2025, Last Modified: 18 Aug 2025
- Accepted by TMLR
- Readers: Everyone
A Bias Correction Mechanism for Distributed Asynchronous Optimization
TMLR Paper4872 Authors
- 16 May 2025 (modified: 26 Aug 2025)
- Under review for TMLR
- Readers: Everyone
On Time Series Clustering with Graph Neural Networks
Jonas Berg Hansen, Andrea Cini, Filippo Maria Bianchi
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Decentralized Federated Learning with Function Space Regularization
TMLR Paper4870 Authors
- 16 May 2025 (modified: 26 Aug 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: 14 Aug 2025)
- Withdrawn by Authors
- Readers: Everyone
Bayesian information theoretic model-averaging stochastic item selection for computer adaptive testing
TMLR Paper4867 Authors
- 15 May 2025 (modified: 03 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Before Forgetting, There's Learning: Representation Learning Challenges in Online Unsupervised Continual Learning
TMLR Paper4866 Authors
- 15 May 2025 (modified: 04 Sept 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: 21 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Reproducibility Study of “Vision Transformers Need Registers"
TMLR Paper4863 Authors
- 15 May 2025 (modified: 12 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Don’t Judge Before You CLIP: A Unified Approach for Perceptual Tasks
Amit Zalcher, navve wasserman, Roman Beliy, Oliver Heinimann, michal Irani
- Published: 03 Aug 2025, Last Modified: 05 Aug 2025
- Accepted by 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: 15 Sept 2025)
- Under review for TMLR
- Readers: Everyone
Learning Robust Representations for Visual Reinforcement Learning via Task-Relevant Mask Sampling
Vedant Dave, Ozan Özdenizci, Elmar Rueckert
- Published: 18 Sept 2025, Last Modified: 18 Sept 2025
- Accepted by TMLR
- Readers: Everyone