TMLR Submissions

GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision
Aditya Hemant Shahane, Prathosh AP, Sandeep Kumar
- Published: 07 Apr 2025, Last Modified: 07 Apr 2025
- Accepted by TMLR
- Readers: Everyone
Efficient Deep Learning with Decorrelated Backpropagation
TMLR Paper2821 Authors
- 07 Jun 2024 (modified: 25 Feb 2025)
- Rejected by TMLR
- Readers: Everyone
TacoGFN: Target-conditioned GFlowNet for Structure-based Drug Design
Tony Shen, Seonghwan Seo, Grayson Lee, Mohit Pandey, Jason R Smith, Artem Cherkasov, Woo Youn Kim, Martin Ester
- Published: 03 Sept 2024, Last Modified: 29 Nov 2024
- Accepted by TMLR
- Readers: Everyone
RLHF Workflow: From Reward Modeling to Online RLHF
Hanze Dong, Wei Xiong, Bo Pang, Haoxiang Wang, Han Zhao, Yingbo Zhou, Nan Jiang, Doyen Sahoo, Caiming Xiong, Tong Zhang
- Published: 21 Sept 2024, Last Modified: 21 Sept 2024
- Accepted by TMLR
- Readers: Everyone
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text
Han Yu, Peikun Guo, Akane Sano
- Published: 15 Oct 2024, Last Modified: 15 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Evaluating MEDIRL: A Replication and Ablation Study of Maximum Entropy Deep Inverse Reinforcement Learning for Human Social Navigation
TMLR Paper2817 Authors
- 06 Jun 2024 (modified: 06 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Amortizing Bayesian Posterior Inference in Tractable Likelihood Models
TMLR Paper2815 Authors
- 06 Jun 2024 (modified: 21 Nov 2024)
- Rejected by TMLR
- Readers: Everyone
TSCMamba: Mamba Meets Multi-View Learning for Time Series Classification
TMLR Paper2814 Authors
- 06 Jun 2024 (modified: 18 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
Semantic Alignment for Prompt-Tuning in Vision Language Models
Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
- Published: 22 Jan 2025, Last Modified: 22 Jan 2025
- Accepted by TMLR
- Readers: Everyone
Differentially Private Source-Target Clustering
Shachar Schnapp, Sivan Sabato
- Published: 23 Feb 2025, Last Modified: 23 Feb 2025
- Accepted by TMLR
- Readers: Everyone
FLR: Label-Mixture Regularization for Federated Learning with Noisy Labels
Taehyeon Kim, Donggyu Kim, Se-Young Yun
- Published: 20 Nov 2024, Last Modified: 20 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Constraining Generative Models for Engineering Design with Negative Data
Lyle Regenwetter, Giorgio Giannone, Akash Srivastava, Dan Gutfreund, Faez Ahmed
- Published: 02 Dec 2024, Last Modified: 02 Dec 2024
- Accepted by TMLR
- Readers: Everyone
Let There be Direction in Hypergraph Neural Networks
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Alessio Del Bue
- Published: 30 Oct 2024, Last Modified: 30 Oct 2024
- Accepted by TMLR
- Readers: Everyone
A Survey of Lottery Ticket Hypothesis
TMLR Paper2806 Authors
- 05 Jun 2024 (modified: 14 Mar 2025)
- Rejected by TMLR
- Readers: Everyone
Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning
Ilya Kaufman, Omri Azencot
- Published: 21 Oct 2024, Last Modified: 21 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training
TMLR Paper2802 Authors
- 05 Jun 2024 (modified: 22 Oct 2024)
- Rejected by TMLR
- Readers: Everyone
On the Stochastic (Variance-Reduced) Proximal Gradient Method for Regularized Expected Reward Optimization
Ling Liang, Haizhao Yang
- Published: 19 Aug 2024, Last Modified: 17 Sept 2024
- Accepted by TMLR
- Readers: Everyone
The Journey, Not the Destination: How Data Guides Diffusion Models
TMLR Paper2799 Authors
- 04 Jun 2024 (modified: 17 Sept 2024)
- Rejected by TMLR
- Readers: Everyone
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis
Han Yu, Peikun Guo, Akane Sano
- Published: 26 Nov 2024, Last Modified: 26 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Single-Shot Plug-and-Play Methods for Inverse Problems
Yanqi Cheng, Lipei Zhang, Zhenda Shen, Shujun Wang, Lequan Yu, Raymond H. Chan, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero
- Published: 04 Nov 2024, Last Modified: 04 Nov 2024
- Accepted by TMLR
- Readers: Everyone
Attention Normalization Impacts Cardinality Generalization in Slot Attention
Markus Krimmel, Jan Achterhold, Joerg Stueckler
- Published: 03 Oct 2024, Last Modified: 03 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Learning-Based Link Anomaly Detection in Continuous-Time Dynamic Graphs
Tim Postuvan, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto
- Published: 13 Oct 2024, Last Modified: 13 Oct 2024
- Accepted by TMLR
- Readers: Everyone
HiFE: Hierarchical Feature Ensemble Framework for Few-shot Hypotheses Adaptation
Yongfeng Zhong, Haoang Chi, Feng Liu, Xiao-Ming Wu, Bo Han
- Published: 20 Sept 2024, Last Modified: 11 Oct 2024
- Accepted by TMLR
- Readers: Everyone
Principal Graph Encoder Embedding and Principal Community Detection
TMLR Paper2791 Authors
- 03 Jun 2024 (modified: 23 Dec 2024)
- Rejected by TMLR
- Readers: Everyone
Hybrid Regularization Methods Achieve Near-Optimal Regularization in Random Feature Models
TMLR Paper2790 Authors
- 03 Jun 2024 (modified: 31 Oct 2024)
- Rejected by TMLR
- Readers: Everyone