TMLR Submissions

[RE] GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision Boundaries
Tyme Chatupanyachotikul, Leonard Horns, Matei Nastase
- Published: 07 May 2025, Last Modified: 07 May 2025
- Accepted by TMLR
- Readers: Everyone
Reproducibility Study: Understanding multi-agent LLM cooperation in the GovSim framework
TMLR Paper4296 Authors
- 21 Feb 2025 (modified: 16 Sept 2025)
- Decision pending for TMLR
- Readers: Everyone
[Re] Benchmarking LLM Capabilities in Negotiation through Scoreable Games
Jorge Carrasco Pollo, Ioannis Kapetangeorgis, Joshua Rosenthal, John Hua Yao
- Published: 17 Jun 2025, Last Modified: 17 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Remembering to Be Fair Again: Reproducing Non-Markovian Fairness in Sequential Decision Making
Domonkos Nagy, Lohithsai Yadala Chanchu, Krystof Bobek, Xin Zhou, Jacobus Smit
- Published: 09 May 2025, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
A Reproducibility Study of Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks
Johanna D'Ciofalo Khodaverdian, Eric Banzuzi, Katharina Deckenbach
- Published: 11 Jul 2025, Last Modified: 11 Jul 2025
- Accepted by TMLR
- Readers: Everyone
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks
TMLR Paper4292 Authors
- 21 Feb 2025 (modified: 09 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Reassessing Fairness: A Reproducibility Study of NIFA’s Impact on GNN Models
Ruben Figge, Sjoerd Gunneweg, Aaron Kuin, Mees Lindeman
- Published: 17 Jun 2025, Last Modified: 17 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Scaling Channel-Adaptive Self-Supervised Learning
Alice V. De Lorenci, Seung Eun Yi, Théo Moutakanni, Piotr Bojanowski, Camille Couprie, Juan C. Caicedo, Wolfgang Maximilian Anton Pernice
- Published: 22 Jun 2025, Last Modified: 24 Jun 2025
- Accepted by TMLR
- Readers: Everyone
[Re] GNNBoundary: Towards explaining Graph Neural Networks through the lens of decision boundaries
TMLR Paper4287 Authors
- 21 Feb 2025 (modified: 18 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses
TMLR Paper4286 Authors
- 21 Feb 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Beyond TF-IDF: Reproducibility and Generalizability of Two-sided Fairness Tradeoffs
TMLR Paper4285 Authors
- 21 Feb 2025 (modified: 11 Apr 2025)
- Withdrawn by Authors
- Readers: Everyone
Toward Fair and Transparent Vision Transformers: Reproducing FairViT and Introducing FairDeiTA
TMLR Paper4284 Authors
- 21 Feb 2025 (modified: 30 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Reproducibility Study of "FairViT: Fair Vision Transformer via Adaptive Masking"
TMLR Paper4283 Authors
- 21 Feb 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
[Re] Improving Interpretation Faithfulness for Vision Transformers
Izabela Kurek, Wojciech Trejter, Stipe Frkovic, Andro Erdelez
- Published: 07 Jun 2025, Last Modified: 07 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Reproducibility Study of "FairCLIP: Harnessing Fairness in Vision-Language Learning"
TMLR Paper4281 Authors
- 21 Feb 2025 (modified: 27 Apr 2025)
- Rejected by TMLR
- Readers: Everyone
Discover-then-Name Revisited: Enhancing Concept Bottle- Neck Models Interpretability
TMLR Paper4280 Authors
- 21 Feb 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Test-Time Fairness and Robustness in Large Language Models
Leonardo Cotta, Chris J. Maddison
- Published: 01 Jul 2025, Last Modified: 01 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Time-Uniform Confidence Spheres for Means of Random Vectors
Ben Chugg, Hongjian Wang, Aaditya Ramdas
- Published: 21 May 2025, Last Modified: 21 May 2025
- Accepted by TMLR
- Readers: Everyone
Spectral Clustering and Labeling for Crowdsourcing with Inherently Distinct Task Types
TMLR Paper4271 Authors
- 20 Feb 2025 (modified: 25 Aug 2025)
- Decision pending for TMLR
- Readers: Everyone
RESTOR: Knowledge Recovery in Machine Unlearning
Keivan Rezaei, Khyathi Chandu, Soheil Feizi, Yejin Choi, Faeze Brahman, Abhilasha Ravichander
- Published: 26 May 2025, Last Modified: 26 May 2025
- Accepted by TMLR
- Readers: Everyone
Change Point Detection on A Separable Model for Dynamic Networks
Yik Lun Kei, Hangjian Li, Yanzhen Chen, OSCAR HERNAN MADRID PADILLA
- Published: 30 Aug 2025, Last Modified: 30 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Online Decision Deferral under Budget Constraints
TMLR Paper4268 Authors
- 20 Feb 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Accelerated Training on Low-Power Edge Devices
TMLR Paper4267 Authors
- 20 Feb 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback
Liqiang Jing, Xinya Du
- Published: 13 May 2025, Last Modified: 13 May 2025
- Accepted by TMLR
- Readers: Everyone
Revisiting Sparse Learning for Classification: Comprehensive Comparisons of $L_0$ and $L_1$ Approximations with Early Stopping
TMLR Paper4264 Authors
- 20 Feb 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone