TMLR Submissions

Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients
Mete Kemertas, Allan Douglas Jepson, Amir-massoud Farahmand
- Published: 03 Jun 2025, Last Modified: 03 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Transferring Reasoning Capabilities between LLMs operating via Curriculum Learning Policy
Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto
- Published: 26 Aug 2025, Last Modified: 26 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Learning with Noisy Labels [Re]visited
TMLR Paper4227 Authors
- 17 Feb 2025 (modified: 30 May 2025)
- Rejected by TMLR
- Readers: Everyone
Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification
Shang Liu, Zhongze Cai, Guanting Chen, Xiaocheng Li
- Published: 11 May 2025, Last Modified: 11 May 2025
- Accepted by TMLR
- Readers: Everyone
Rational Tuning of LLM Cascades via Probabilistic Modeling
Michael J. Zellinger, Matt Thomson
- Published: 07 Jun 2025, Last Modified: 07 Jun 2025
- Accepted by TMLR
- Readers: Everyone
From Spikes to Heavy Tails: Unveiling the Spectral Evolution of Neural Networks
Vignesh Kothapalli, Tianyu Pang, Shenyang Deng, Zongmin Liu, Yaoqing Yang
- Published: 08 Aug 2025, Last Modified: 08 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Predictive Control and Regret Analysis of Non-Stationary MDP with Look-ahead Information
Ziyi Zhang, Yorie Nakahira, Guannan Qu
- Published: 02 Jul 2025, Last Modified: 13 Jul 2025
- Accepted by TMLR
- Readers: Everyone
UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting
Juncheng Liu, Chenghao Liu, Gerald Woo, Yiwei Wang, Bryan Hooi, Caiming Xiong, Doyen Sahoo
- Published: 11 Jul 2025, Last Modified: 11 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations
Bhishma Dedhia, Niraj Jha
- Published: 09 May 2025, Last Modified: 09 May 2025
- Accepted by TMLR
- Readers: Everyone
Importance Weighting for Aligning Language Models under Deployment Distribution Shift
Thanawat Lodkaew, Tongtong Fang, Takashi Ishida, Masashi Sugiyama
- Published: 31 Jul 2025, Last Modified: 31 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Finetuning CLIP to Reason about Pairwise Differences
Dylan Sam, Devin Willmott, João D. Semedo, J Zico Kolter
- Published: 11 Jul 2025, Last Modified: 11 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Few-shot Fine-grained Image Classification with Interpretable Prompt Learning through Distribution Alignment
TMLR Paper4217 Authors
- 15 Feb 2025 (modified: 22 Mar 2025)
- Withdrawn by Authors
- Readers: Everyone
Prior Learning in Introspective VAEs
Ioannis Athanasiadis, Fredrik Lindsten, Michael Felsberg
- Published: 04 Jun 2025, Last Modified: 04 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry
Supriya Manna, Niladri Sett
- Published: 10 Jun 2025, Last Modified: 10 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Responsive Noise-Relaying Diffusion Policy: Responsive and Efficient Visuomotor Control
Zhuoqun Chen, Xiu Yuan, Tongzhou Mu, Hao Su
- Published: 26 May 2025, Last Modified: 26 May 2025
- Accepted by TMLR
- Readers: Everyone
Leveraging Uncertainty of Pre-trained Models for Fine-Tuning with Search Engine Retrieval
TMLR Paper4213 Authors
- 15 Feb 2025 (modified: 06 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Unifying Generative and Dense Retrieval for Sequential Recommendation
Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D Nowak, Xiaoli Gao, Hamid Eghbalzadeh
- Published: 25 Jun 2025, Last Modified: 25 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Adaptive Gradient Normalization and Independent Sampling for (Stochastic) Generalized-Smooth Optimization
Yufeng Yang, Erin E. Tripp, Yifan Sun, Shaofeng Zou, Yi Zhou
- Published: 28 Jul 2025, Last Modified: 28 Jul 2025
- Accepted by TMLR
- Readers: Everyone
Evaluating Long Range Dependency Handling in Code Generation LLMs
Yannick Assogba, Donghao Ren
- Published: 30 May 2025, Last Modified: 30 May 2025
- Accepted by TMLR
- Readers: Everyone
Solving Multi-agent Path Finding as an LLM Benchmark: How, How Good and Why
Weizhe Chen, Sven Koenig, Bistra Dilkina
- Published: 14 Jun 2025, Last Modified: 14 Jun 2025
- Accepted by TMLR
- Readers: Everyone
Multiple Invertible and Partial-Equivariant Function for Latent Vector Transformation to Enhance Disentanglement in VAEs
TMLR Paper4207 Authors
- 14 Feb 2025 (modified: 22 May 2025)
- Rejected by TMLR
- Readers: Everyone
Shared Imagination: LLMs Hallucinate Alike
Yilun Zhou, Caiming Xiong, Silvio Savarese, Chien-Sheng Wu
- Published: 03 Aug 2025, Last Modified: 03 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Dynamics of the accelerated t-SNE
Kyoichi Iwasaki, Hideitsu Hino
- Published: 11 Jun 2025, Last Modified: 11 Jun 2025
- Accepted by TMLR
- Readers: Everyone
PII-Scope: A Comprehensive Study on PII Extraction Attacks in LLMs
TMLR Paper4204 Authors
- 13 Feb 2025 (modified: 09 May 2025)
- Rejected by TMLR
- Readers: Everyone
Qualifying Knowledge and Knowledge Sharing in Multilingual Models
Nicolas Guerin, Ryan M. Nefdt, Emmanuel Chemla
- Published: 11 Jul 2025, Last Modified: 11 Jul 2025
- Accepted by TMLR
- Readers: Everyone