TMLR Submissions

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: 24 Mar 2025)
- Under review for 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- Withdrawn by Authors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: 06 Mar 2025)
- Under review for 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
TMLR Paper4274 Authors
- 20 Feb 2025 (modified: 19 Jun 2025)
- Under review for 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: 28 Mar 2025)
- Under review 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
TMLR Paper4269 Authors
- 20 Feb 2025 (modified: 05 Mar 2025)
- Under review for 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
DistDD: Distributed Data Distillation Aggregation through Gradient Matching
TMLR Paper4263 Authors
- 20 Feb 2025 (modified: 30 May 2025)
- Rejected by TMLR
- Readers: Everyone
Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation
TMLR Paper4262 Authors
- 20 Feb 2025 (modified: 04 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
[RE] Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections
TMLR Paper4259 Authors
- 20 Feb 2025 (modified: 27 May 2025)
- Rejected by TMLR
- Readers: Everyone
Test-time Contrastive Concepts for Open-world Semantic Segmentation with Vision-Language Models
Monika Wysoczańska, Antonin Vobecky, Amaia Cardiel, Tomasz Trzcinski, Renaud Marlet, Andrei Bursuc, Oriane Siméoni
- Published: 27 May 2025, Last Modified: 27 May 2025
- Accepted by TMLR
- Readers: Everyone
ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization
Prateek Yadav, Leshem Choshen, Colin Raffel, Mohit Bansal
- Published: 23 Apr 2025, Last Modified: 23 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Game-Theoretic LLM: Agent Workflow for Negotiation Games
TMLR Paper4254 Authors
- 20 Feb 2025 (modified: 03 Apr 2025)
- Under review for TMLR
- Readers: Everyone
Reproducibility study of "Learning Decision Trees and Forests with Algorithmic Recourse"
TMLR Paper4252 Authors
- 19 Feb 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone