TMLR Submissions

SkipOOD: Efficient Out-of-Distribution Input Detection using Skipping Mechanism
TMLR Paper3810 Authors
- 02 Dec 2024 (modified: 20 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Fair Online Influence Maximization
TMLR Paper3809 Authors
- 02 Dec 2024 (modified: 17 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
AQA-Bench: An Interactive Benchmark for Evaluating LLMs’ Sequential Reasoning Ability in Algorithmic Environments
Siwei Yang, Bingchen Zhao, Cihang Xie
- Published: 19 Jun 2025, Last Modified: 19 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Calibrated Probabilistic Forecasts for Arbitrary Sequences
Charles Marx, Volodymyr Kuleshov, Stefano Ermon
- Published: 08 Mar 2025, Last Modified: 08 Mar 2025
- Accepted by TMLR
- Readers: Everyone
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
Roman Bresson, Giannis Nikolentzos, George Panagopoulos, Michail Chatzianastasis, Jun Pang, Michalis Vazirgiannis
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Optimization Guarantees for Square-Root Natural-Gradient Variational Inference
Navish Kumar, Thomas Möllenhoff, Mohammad Emtiyaz Khan, Aurelien Lucchi
- Published: 12 Jun 2025, Last Modified: 12 Jun 2025
- Accepted by TMLR
- Readers: Everyone
A Lean Dataset for International Math Olympiad: Small Steps towards Writing Math Proofs for Hard Problems
Roozbeh Yousefzadeh, Xuenan Cao
- Published: 01 Mar 2025, Last Modified: 01 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Distilling Datasets Into Less Than One Image
Asaf Shul, Eliahu Horwitz, Yedid Hoshen
- Published: 19 Mar 2025, Last Modified: 19 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Path-Specific Counterfactual Fairness via Dividend Correction
Daisuke Hatano, Satoshi Hara, Hiromi Arai
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Super-Gaussian Fields: A Novel Model to Image Deblurring
TMLR Paper3800 Authors
- 01 Dec 2024 (modified: 21 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation
Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
- Published: 01 Apr 2025, Last Modified: 01 Apr 2025
- Accepted by TMLR
- Readers: Everyone
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness
Vincent Abbott, Gioele Zardini
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs
Kishan Gurumurthy, Himanshu Pal, Charu Sharma
- Published: 13 Apr 2025, Last Modified: 13 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Personalization of Large Language Models: A Survey
Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed et al. (1 additional authors not shown)
- Published: 01 Jun 2025, Last Modified: 01 Jun 2025
- Accepted by TMLR
- Readers: Everyone
SeGS: Semantic-aware 3D Gaussian Splatting for Multi-turn Language-guided Robotic Grasping in Changeable Environment
TMLR Paper3794 Authors
- 30 Nov 2024 (modified: 05 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
A Comprehensive Graph Pooling Benchmark: Effectiveness, Robustness and Generalizability
TMLR Paper3793 Authors
- 30 Nov 2024 (modified: 07 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques
Shwai He, Daize Dong, Liang Ding, Ang Li
- Published: 17 Mar 2025, Last Modified: 17 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning
TMLR Paper3791 Authors
- 29 Nov 2024 (modified: 14 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Domain Generalization for Time Series: Enhancing Drilling Regression Models for Stick-Slip Index Prediction
Hana YAHIA, Bruno Figliuzzi, Florent Di Meglio, Gerbaud, Stephane Menand, Mohamed MAHJOUB
- Published: 15 Mar 2025, Last Modified: 15 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Vision-Language Models Provide Promptable Representations for Reinforcement Learning
William Chen, Oier Mees, Aviral Kumar, Sergey Levine
- Published: 31 Mar 2025, Last Modified: 31 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Comp4D: Compositional 4D Scene Generation
TMLR Paper3788 Authors
- 29 Nov 2024 (modified: 01 Feb 2025)
- Withdrawn by Authors
- Readers: Everyone
Investigating Generalization Behaviours of Generative Flow Networks
Lazar Atanackovic, Emmanuel Bengio
- Published: 25 Apr 2025, Last Modified: 25 Apr 2025
- Accepted by TMLR
- Readers: Everyone
FragFormer: A Fragment-based Representation Learning Framework for Molecular Property Prediction
Jiaxi Wang, Yaosen Min, Miao Li, Ji Wu
- Published: 18 Apr 2025, Last Modified: 18 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs
TMLR Paper3783 Authors
- 29 Nov 2024 (modified: 03 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
Metamorphic Forward Adaptation Network: Dynamically Adaptive and Modular Multi-layer Learning
Yu Sun, Vijja Wichitwechkarn, Ronald Clark, Mirko Kovac, Basaran Bahadir Kocer
- Published: 07 Jun 2025, Last Modified: 07 Jun 2025
- Accepted by TMLR
- Readers: Everyone