TMLR Submissions

GraphSnapShot: Graph Machine Learning Acceleration through Fast Arch, Storage, Caching and Retrieval
TMLR Paper4827 Authors
- 11 May 2025 (modified: 29 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language Models
TMLR Paper4826 Authors
- 10 May 2025 (modified: 21 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Incorporating Spatial Information into Goal-Conditioned Hierarchical Reinforcement Learning via Graph Representations
TMLR Paper4825 Authors
- 10 May 2025 (modified: 22 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Rectified Robust Policy Optimization for Model-Uncertain Constrained Reinforcement Learning without Strong Duality
Shaocong Ma, Ziyi Chen, Yi Zhou, Heng Huang
- Published: 29 Aug 2025, Last Modified: 29 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Tree Search for Language Model Agents
Jing Yu Koh, Stephen Marcus McAleer, Daniel Fried, Ruslan Salakhutdinov
- Published: 05 Sept 2025, Last Modified: 05 Sept 2025
- Accepted by TMLR
- Readers: Everyone
A Pattern Language for Machine Learning Tasks
TMLR Paper4822 Authors
- 10 May 2025 (modified: 18 Sept 2025)
- Under review for TMLR
- Readers: Everyone
GPT Carry-On: Language Model Customization Made Scalable by Growing-In-Depth
TMLR Paper4821 Authors
- 10 May 2025 (modified: 24 May 2025)
- Under review for TMLR
- Readers: Everyone
Enhancing generalizability of deep networks via Fisher regularization
TMLR Paper4820 Authors
- 10 May 2025 (modified: 01 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Unlearning Misalignment for Personalized LLM Adaptation via Instance-Response-Dependent Discrepancies
TMLR Paper4819 Authors
- 10 May 2025 (modified: 30 Aug 2025)
- Decision pending for TMLR
- Readers: Everyone
Thompson Sampling For Bandits With Cool-Down Periods
TMLR Paper4818 Authors
- 10 May 2025 (modified: 17 May 2025)
- Under review for TMLR
- Readers: Everyone
FoMo-0D: A Foundation Model for Zero-shot Outlier Detection
TMLR Paper4817 Authors
- 10 May 2025 (modified: 01 Aug 2025)
- Decision pending for TMLR
- Readers: Everyone
Spatio-temporal Partial Sensing Forecast of Long-term Traffic
Zibo Liu, Zhe Jiang, Zelin Xu, Tingsong Xiao, Zhengkun Xiao, Yupu Zhang, Haibo Wang, Shigang Chen
- Published: 20 Aug 2025, Last Modified: 20 Aug 2025
- Accepted by TMLR
- Readers: Everyone
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation
Chris L Camaño, Daniel Huang
- Published: 17 Aug 2025, Last Modified: 17 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering
TMLR Paper4813 Authors
- 09 May 2025 (modified: 18 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Optimizing Federated Learning Client Selection via Multi-Objective Contextual Bandits
TMLR Paper4812 Authors
- 09 May 2025 (modified: 17 Sept 2025)
- Under review for TMLR
- Readers: Everyone
TP‑Blend: Textual‑Prompt Attention Pairing for Precise Object‑Style Blending in Diffusion Models
TMLR Paper4811 Authors
- 09 May 2025 (modified: 18 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Single-positive Multi-label Learning with Label Cardinality
Shayan Gharib, Pierre-Alexandre Murena, Arto Klami
- Published: 08 Sept 2025, Last Modified: 08 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Solution Augmentation for ARC Problems Using GFlowNet: A Probabilistic Exploration Approach
Sanha Hwang, Seungpil Lee, Sejin Kim, Sundong Kim
- Published: 12 Sept 2025, Last Modified: 12 Sept 2025
- Accepted by TMLR
- Readers: Everyone
In-context Learning for Mixture of Linear Regression: Existence, Generalization and Training Dynamics
TMLR Paper4807 Authors
- 09 May 2025 (modified: 27 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Decoding-based Regression
Xingyou Song, Dara Bahri
- Published: 09 Aug 2025, Last Modified: 09 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Nonstationary Latent Bandits
TMLR Paper4805 Authors
- 09 May 2025 (modified: 13 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
A Dynamical Clipping Approach with Task Feedback for Proximal Policy Optimization
TMLR Paper4803 Authors
- 08 May 2025 (modified: 27 Jul 2025)
- Withdrawn by Authors
- Readers: Everyone
Large-Scale Targeted Cause Discovery with Data-Driven Learning
TMLR Paper4802 Authors
- 08 May 2025 (modified: 21 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation
Florian Peter Busch, Moritz Willig, Matej Zečević, Kristian Kersting, Devendra Singh Dhami
- Published: 15 Sept 2025, Last Modified: 15 Sept 2025
- Accepted by TMLR
- Readers: Everyone
ContextFormer: Stitching via Latent Expert Calibration
TMLR Paper4799 Authors
- 07 May 2025 (modified: 27 Jul 2025)
- Withdrawn by Authors
- Readers: Everyone