TMLR Submissions

What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images
TMLR Paper4493 Authors
- 16 Mar 2025 (modified: 21 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Joint Diffusion for Universal Hand-Object Grasp Generation
TMLR Paper4491 Authors
- 16 Mar 2025 (modified: 28 Jul 2025)
- Under review for TMLR
- Readers: Everyone
Explaining Confident Black-Box Predictions
Evan Yao, Retsef Levi, Assaf Avrahami, Abraham Meidan
- Published: 09 Aug 2025, Last Modified: 09 Aug 2025
- Accepted by TMLR
- Readers: Everyone
On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments
Muxing Wang, Pengkun Yang, Lili Su
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- Accepted by TMLR
- Readers: Everyone
ModernTCN Revisited: A Critical Look at the Experimental Setup in General Time Series Analysis
Önder Akacik, Mark Hoogendoorn
- Published: 19 Jun 2025, Last Modified: 19 Jun 2025
- Accepted by TMLR
- Readers: Everyone
The Diffusion Process as a Correlation Machine: Linear Denoising Insights
TMLR Paper4482 Authors
- 14 Mar 2025 (modified: 07 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Regularization-based Framework for Quantization-, Fault- and Variability-Aware Training
TMLR Paper4481 Authors
- 14 Mar 2025 (modified: 09 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Learning the Language of Protein Structure
Jérémie DONA, Benoit Gaujac, Timothy Atkinson, Liviu Copoiu, Thomas Pierrot, Thomas D Barrett
- Published: 03 Sept 2025, Last Modified: 03 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Cumulative Reasoning with Large Language Models
Yifan Zhang, Jingqin Yang, Yang Yuan, Andrew C Yao
- Published: 26 Jul 2025, Last Modified: 26 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Graph Fourier Neural ODEs: Modeling Spatial-temporal Multi-scales in Molecular Dynamics
Fang Sun, Zijie Huang, Haixin Wang, Huacong Tang, Xiao Luo, Wei Wang, Yizhou Sun
- Published: 29 Jun 2025, Last Modified: 29 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Best Practices To Compress Multimodal Large Language Models through Structural Pruning and Recovery
TMLR Paper4475 Authors
- 13 Mar 2025 (modified: 10 Jun 2025)
- Withdrawn by Authors
- Readers: Everyone
Augmented Invertible Koopman Autoencoder for long-term time series forecasting
Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil AISSA EL BEY
- Published: 27 May 2025, Last Modified: 27 May 2025
- Accepted by TMLR
- Readers: Everyone
Towards Generalizing Neural Topical Representations
TMLR Paper4473 Authors
- 13 Mar 2025 (modified: 22 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Do Think Tags Really Help LLMs Plan? A Critical Evaluation of ReAct-Style Prompting
Siddhant Bhambri, Mudit Verma, Subbarao Kambhampati
- Published: 31 May 2025, Last Modified: 31 May 2025
- Accepted by TMLR
- Readers: Everyone
Understanding Emergent In-Context Learning from a Kernel Regression Perspective
Chi Han, Ziqi Wang, Han Zhao, Heng Ji
- Published: 13 Sept 2025, Last Modified: 13 Sept 2025
- Accepted by TMLR
- Readers: Everyone
On The Landscape of Spoken Language Models: A Comprehensive Survey
TMLR Paper4469 Authors
- 12 Mar 2025 (modified: 03 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Knockout: A simple way to handle missing inputs
Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu
- Published: 19 Jul 2025, Last Modified: 19 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Visually Descriptive Language Model for Vector Graphics Reasoning
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji
- Published: 28 May 2025, Last Modified: 28 May 2025
- Accepted by TMLR
- Readers: Everyone
FlowKac: An Efficient Neural Fokker-Planck solver using Temporal Normalizing flows and the Feynman-Kac Formula
Naoufal EL BEKRI, Lucas Drumetz, Franck Vermet
- Published: 09 Sept 2025, Last Modified: 09 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Taxonomy, Opportunities, and Challenges of Representation Engineering for Large Language Models
TMLR Paper4464 Authors
- 12 Mar 2025 (modified: 11 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
Does equivariance matter at scale?
Johann Brehmer, Sönke Behrends, Pim De Haan, Taco Cohen
- Published: 11 Aug 2025, Last Modified: 11 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Efficient Credit Assignment in Cooperative Multi-Agent Reinforcement Learning
TMLR Paper4461 Authors
- 12 Mar 2025 (modified: 19 May 2025)
- Rejected by TMLR
- Readers: Everyone
Continuous Parallel Relaxation for Finding Diverse Solutions in Combinatorial Optimization Problems
Yuma Ichikawa, Hiroaki Iwashita
- Published: 11 Aug 2025, Last Modified: 11 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Node Duplication Improves Cold-start Link Prediction
Zhichun Guo, Tong Zhao, Yozen Liu, Kaiwen Dong, William Shiao, Mingxuan Ju, Neil Shah, Nitesh V Chawla
- Published: 01 Aug 2025, Last Modified: 05 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Designing Large Foundation Models for Efficient Training and Inference: A Survey
TMLR Paper4458 Authors
- 12 Mar 2025 (modified: 13 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone