TMLR Submissions

LitLLMs, LLMs for Literature Review: Are we there yet?
Shubham Agarwal, Gaurav Sahu, Abhay Puri, Issam H. Laradji, Krishnamurthy Dj Dvijotham, Jason Stanley, Laurent Charlin, Christopher Pal
- Published: 02 Apr 2025, Last Modified: 02 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Verbalized Machine Learning: Revisiting Machine Learning with Language Models
Tim Z. Xiao, Robert Bamler, Bernhard Schölkopf, Weiyang Liu
- Published: 24 Feb 2025, Last Modified: 24 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Controlled Training Data Generation with Diffusion Models
Teresa Yeo, Andrei Atanov, Harold Luc Benoit, Aleksandr Alekseev, Ruchira Ray, Pooya Esmaeil Akhoondi, Amir Zamir
- Published: 07 Apr 2025, Last Modified: 07 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Exploiting Benford's Law for Weight Regularization of Deep Neural Networks
Julius Ott, Huawei Sun, Enrico Rinaldi, Gianfranco Mauro, Lorenzo Servadei, Robert Wille
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Private and Fair Machine Learning: Revisiting the Disparate Impact of Differential Privacy
TMLR Paper3777 Authors
- 28 Nov 2024 (modified: 10 Jun 2025)
- Under review for TMLR
- Readers: Everyone
Bayesian Transferability Assessment for Spiking Neural Networks
Haiqing Hao, Wenhui Wang
- Published: 15 Apr 2025, Last Modified: 15 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Understanding LLM Embeddings for Regression
Eric Tang, Bangding Yang, Xingyou Song
- Published: 14 Feb 2025, Last Modified: 14 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization
Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie
- Published: 11 Apr 2025, Last Modified: 11 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Combating Inter-Task Confusion and Catastrophic Forgetting by Metric Learning and Re-Using a Past Trained Model
Sayedmoslem Shokrolahi, IL MIN KIM
- Published: 27 Feb 2025, Last Modified: 27 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Unsupervised Similarity Learning for Spectral Clustering
TMLR Paper3772 Authors
- 27 Nov 2024 (modified: 24 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Meta-Sparsity: Learning Optimal Sparse Structures in Multitask Networks through Meta-learning
TMLR Paper3771 Authors
- 27 Nov 2024 (modified: 11 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Formal Verification of Graph Convolutional Networks with Uncertain Node Features and Uncertain Graph Structure
Tobias Ladner, Michael Eichelbeck, Matthias Althoff
- Published: 15 Apr 2025, Last Modified: 15 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Almost Sure Convergence of Stochastic Gradient Methods under Gradient Domination
Simon Weissmann, Sara Klein, Waïss Azizian, Leif Döring
- Published: 03 Apr 2025, Last Modified: 03 Apr 2025
- Accepted by TMLR
- Readers: Everyone
PROXI: Challenging the GNNs for Link Prediction
Astrit Tola, Jack Myrick, Baris Coskunuzer
- Published: 15 Feb 2025, Last Modified: 15 Feb 2025
- Accepted by TMLR
- Readers: Everyone
AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation
Zijun Wang, Haoqin Tu, Jieru Mei, Bingchen Zhao, Yisen Wang, Cihang Xie
- Published: 27 Feb 2025, Last Modified: 27 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Instance-Aware Graph Prompt Learning
Jiazheng Li, Jundong Li, Chuxu Zhang
- Published: 08 Feb 2025, Last Modified: 08 Feb 2025
- Accepted by TMLR
- Readers: Everyone
ResiDual Transformer Alignment with Spectral Decomposition
Lorenzo Basile, Valentino Maiorca, Luca Bortolussi, Emanuele Rodolà, Francesco Locatello
- Published: 12 Apr 2025, Last Modified: 12 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Interpretability Needs a New Paradigm
TMLR Paper3764 Authors
- 26 Nov 2024 (modified: 31 Jan 2025)
- Rejected by TMLR
- Readers: Everyone
Efficient Rotation Invariance in Deep Neural Networks through Artificial Mental Rotation
TMLR Paper3762 Authors
- 26 Nov 2024 (modified: 20 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
Decomposing The Dark Matter of Sparse Autoencoders
Joshua Engels, Logan Riggs Smith, Max Tegmark
- Published: 30 Mar 2025, Last Modified: 30 Mar 2025
- Accepted by TMLR
- Readers: Everyone
On Training-Conditional Conformal Prediction and Binomial Proportion Confidence Intervals
Rudi Coppola, Manuel Mazo Espinosa
- Published: 20 Feb 2025, Last Modified: 20 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings
Billy Joe Franks, Moshe Eliasof, Semih Cantürk, Guy Wolf, Carola-Bibiane Schönlieb, Sophie Fellenz, Marius Kloft
- Published: 07 Mar 2025, Last Modified: 07 Mar 2025
- Accepted by TMLR
- Readers: Everyone
Producers Equilibria and Dynamics in Engagement-Driven Recommender Systems
Krishna Acharya, Juba Ziani, Jingyan Wang, Varun Vangala
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- Accepted by TMLR
- Readers: Everyone
Evolution of Discriminator and Generator Gradients in GAN Training: From Fitting to Collapse
Weiguo Gao, Ming Li
- Published: 02 Mar 2025, Last Modified: 02 Mar 2025
- Accepted by TMLR
- Readers: Everyone
PHICO: Personalised Human-AI Cooperative Classification Using Augmented Noisy Labels and Model Prediction
TMLR Paper3756 Authors
- 26 Nov 2024 (modified: 21 Jan 2025)
- Rejected by TMLR
- Readers: Everyone