TMLR Submissions

Script: Graph-Structured and Query-Conditioned Semantic Token Pruning for Multimodal Large Language Models
TMLR Paper5413 Authors
- 18 Jul 2025 (modified: 05 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Pref-GUIDE: Continual Policy Learning from Real-Time Human Feedback via Preference-Based Learning
TMLR Paper5412 Authors
- 18 Jul 2025 (modified: 21 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems
TMLR Paper5411 Authors
- 17 Jul 2025 (modified: 29 Jul 2025)
- Under review for TMLR
- Readers: Everyone
crowd-hpo: Realistic Hyperparameter Optimization and Benchmarking for Learning from Crowds with Noisy Labels
TMLR Paper5410 Authors
- 17 Jul 2025 (modified: 18 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Conditional Policy Generator for Dynamic Constraint Satisfaction and Optimization
TMLR Paper5409 Authors
- 17 Jul 2025 (modified: 23 Jul 2025)
- Under review for TMLR
- Readers: Everyone
DeepSeek-R1 Thoughtology: Let’s think about LLM reasoning
TMLR Paper5408 Authors
- 17 Jul 2025 (modified: 08 Aug 2025)
- Under review for TMLR
- Readers: Everyone
The Vertex-Attribute-Constrained Densest $k$-Subgraph Problem
TMLR Paper5407 Authors
- 16 Jul 2025 (modified: 03 Aug 2025)
- Under review for TMLR
- Readers: Everyone
PICore: Physics-Informed Unsupervised Coreset Selection for Data Efficient Neural Operator Training
TMLR Paper5406 Authors
- 16 Jul 2025 (modified: 25 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Self-Supervised Learning on Molecular Graphs: A Systematic Investigation of Masking Design
TMLR Paper5405 Authors
- 16 Jul 2025 (modified: 22 Jul 2025)
- Under review for TMLR
- Readers: Everyone
A Distributed Generative AI Approach for Heterogeneous Multi-Domain Environments under Data Sharing constraints
TMLR Paper5404 Authors
- 16 Jul 2025 (modified: 25 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion
TMLR Paper5403 Authors
- 16 Jul 2025 (modified: 21 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback
TMLR Paper5402 Authors
- 16 Jul 2025 (modified: 29 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing
TMLR Paper5401 Authors
- 16 Jul 2025 (modified: 23 Jul 2025)
- Under review for TMLR
- Readers: Everyone
B-cos LM: Efficiently Transforming Pre-trained Language Models for Improved Explainability
TMLR Paper5397 Authors
- 16 Jul 2025 (modified: 04 Aug 2025)
- Under review for TMLR
- Readers: Everyone
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning
TMLR Paper5396 Authors
- 16 Jul 2025 (modified: 21 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Tree Structure for the Categorical Wasserstein Weisfeiler-Lehman Graph Kernel
TMLR Paper5395 Authors
- 16 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Beyond Magnitude and Gradient: Network Pruning Inspired by Optimization Trajectories
TMLR Paper5393 Authors
- 16 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
LCEN: A Nonlinear, Interpretable Feature Selection and Machine Learning Algorithm
TMLR Paper5392 Authors
- 15 Jul 2025 (modified: 31 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Linear Attention Optimized GPU Kernel Implementation
TMLR Paper5390 Authors
- 15 Jul 2025 (modified: 06 Aug 2025)
- Under review for TMLR
- Readers: Everyone
LOGLO-FNO: Efficient Learning of Local and Global Features in Fourier Neural Operators
TMLR Paper5389 Authors
- 15 Jul 2025 (modified: 22 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Scaling Laws of Distributed Random Forests
TMLR Paper5388 Authors
- 15 Jul 2025 (modified: 16 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Flows and Diffusions on the Neural Manifold
TMLR Paper5387 Authors
- 15 Jul 2025 (modified: 17 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Studying memorization of large language models using answers to Stack Overflow questions
TMLR Paper5386 Authors
- 15 Jul 2025 (modified: 08 Aug 2025)
- Under review for TMLR
- Readers: Everyone
The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs
TMLR Paper5385 Authors
- 15 Jul 2025 (modified: 28 Jul 2025)
- Under review for TMLR
- Readers: Everyone
A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs
TMLR Paper5382 Authors
- 14 Jul 2025 (modified: 20 Jul 2025)
- Under review for TMLR
- Readers: Everyone