TMLR Submissions

[Re] Smoothed Energy Guidance for Diffusion Models
TMLR Paper4319 Authors
- 22 Feb 2025 (modified: 22 May 2025)
- Rejected by TMLR
- Readers: Everyone
Reproducibility Study of "Improving Interpretation Faithfulness For Vision Transformers"
Meher Changlani, Benjamin Hucko, Ioannis Kechagias, Aswin Krishna Mahadevan
- Published: 20 Jun 2025, Last Modified: 20 Jun 2025
- Accepted by TMLR
- Readers: Everyone
On the reproducibility of "Discovering and Mitigating Visual Biases through Keyword Explanation"
TMLR Paper4317 Authors
- 22 Feb 2025 (modified: 21 Mar 2025)
- Under review for TMLR
- Readers: Everyone
Revisiting XRec: How Collaborative Signals Influence LLM-Based Recommendation Explanations
Cătălin-Emanuel Brița, Hieu Nguyen, Lubov Chalakova, Nikola Petrov
- Published: 17 Jun 2025, Last Modified: 17 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Reproducibility Study of “Efficient Episodic Memory Utiliza- tion of Cooperative Multi-Agent Reinforcement Learning"
TMLR Paper4314 Authors
- 22 Feb 2025 (modified: 02 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Bridging the Gap between Supervised and Self-supervised Contrastive Learning
TMLR Paper4313 Authors
- 22 Feb 2025 (modified: 22 May 2025)
- Rejected by TMLR
- Readers: Everyone
LEGO-Learn: Label-Efficient Graph Open-Set Learning
Haoyan Xu, Kay Liu, Zhengtao Yao, Philip S. Yu, Mengyuan Li, Kaize Ding, Yue Zhao
- Published: 07 May 2025, Last Modified: 07 May 2025
- Accepted by TMLR
- Readers: Everyone
Simple Calibration via Geodesic Kernels
Jayanta Dey, Haoyin Xu, Ashwin De Silva, Joshua T Vogelstein
- Published: 12 Jun 2025, Last Modified: 12 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Towards Efficient Contrastive PAC Learning
TMLR Paper4310 Authors
- 22 Feb 2025 (modified: 26 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
On the Reproducibility of: "Discovering and Mitigating Visual Biases through Keyword Explanations"
TMLR Paper4309 Authors
- 21 Feb 2025 (modified: 14 May 2025)
- Under review for TMLR
- Readers: Everyone
Reproducibility Study of ’SLICE: Stabilized LIME for Consistent Explanations for Image Classification’
Aritra Bandyopadhyay, Chiranjeev Bindra, Roan van Blanken, Arijit Ghosh
- Published: 04 Jun 2025, Last Modified: 04 Jun 2025
- Accepted by TMLR
- Readers: Everyone
WorkflowAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data
TMLR Paper4306 Authors
- 21 Feb 2025 (modified: 16 Jun 2025)
- Rejected by TMLR
- Readers: Everyone
Reproducibility Study of "Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery"
TMLR Paper4305 Authors
- 21 Feb 2025 (modified: 23 May 2025)
- Rejected by TMLR
- Readers: Everyone
[Re] Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
TMLR Paper4304 Authors
- 21 Feb 2025 (modified: 14 Jun 2025)
- Under review for TMLR
- Readers: Everyone
A reproducibility study of “User-item fairness tradeoffs in recommendations”
Sander Honig, Elyanne Oey, Lisanne Wallaard, Sharanda Suttorp, Clara Rus
- Published: 16 Jun 2025, Last Modified: 16 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Revisiting Discover-then-Name Concept Bottleneck Models: A Reproducibility Study
Freek Byrman, Emma Kasteleyn, Bart Kuipers, Daniel Uyterlinde
- Published: 12 Jun 2025, Last Modified: 12 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Reproducibility Study of "XRec: Large Language Models for Explainable Recommendation"
TMLR Paper4300 Authors
- 21 Feb 2025 (modified: 01 May 2025)
- Withdrawn by Authors
- Readers: Everyone
On Memory and Generalization in the Era of Linear Recurrence
TMLR Paper4299 Authors
- 21 Feb 2025 (modified: 26 Feb 2025)
- Under review for TMLR
- Readers: Everyone
[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: 12 Jun 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
TMLR Paper4293 Authors
- 21 Feb 2025 (modified: 24 Jun 2025)
- Decision pending for TMLR
- Readers: Everyone
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks
TMLR Paper4292 Authors
- 21 Feb 2025 (modified: 27 May 2025)
- Under review for 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