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A Unified Understanding and Evaluation of Steering Methods
TMLR Paper4941 Authors
- 24 May 2025 (modified: 01 Aug 2025)
- Withdrawn by Authors
- Readers: Everyone
Dual Caption Preference Optimization for Diffusion Models
Amir Saeidi, Yiran Lawrence Luo, Agneet Chatterjee, Shamanthak Hegde, Bimsara Pathiraja, Yezhou Yang, Chitta Baral
- Published: 15 Oct 2025, Last Modified: 15 Oct 2025
- Accepted by TMLR
- Readers: Everyone
Enhancing Diversity in Text-to-Image Generation without Compromising Fidelity
Jiazhi Li, Mi Zhou, Mahyar Khayatkhoei, Jingyu Shi, Xiang Gao, Jiageng Zhu, Hanchen Xie, Xiyun Song, Zongfang Lin, Heather Yu, Jieyu Zhao
- Published: 16 Oct 2025, Last Modified: 16 Oct 2025
- Accepted by TMLR
- Readers: Everyone
Compressed Over-parameterized Federated Learning for Multiple Access Channels
TMLR Paper4937 Authors
- 23 May 2025 (modified: 15 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
GCFed: Exploiting Gradient Correlation for Client Selection and Rate Allocation in Federated Learning
TMLR Paper4936 Authors
- 23 May 2025 (modified: 22 Jul 2025)
- Withdrawn by Authors
- Readers: Everyone
Uncertainty Quantification in SVM prediction
TMLR Paper4935 Authors
- 23 May 2025 (modified: 03 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
DiffCLIP: Differential Attention Meets CLIP
Hasan Abed Al Kader Hammoud, Bernard Ghanem
- Published: 20 Aug 2025, Last Modified: 20 Aug 2025
- Accepted by TMLR
- Readers: Everyone
An Information-Theoretic Lower Bound on the Generalization Error of Autoencoders
Shyam Venkatasubramanian, Sean Moushegian, Ahmed Aloui, Vahid Tarokh
- Published: 18 Sept 2025, Last Modified: 18 Sept 2025
- Accepted by TMLR
- Readers: Everyone
CycleSL: Server-Client Cyclical Update Driven Scalable Split Learning
TMLR Paper4932 Authors
- 23 May 2025 (modified: 10 Jul 2025)
- Withdrawn by Authors
- Readers: Everyone
AT4TS : Autotune for Time Series Foundation Models
Shivani Tomar, Seshu Tirupathi, Radu Marinescu, Elizabeth M. Daly, Ivana Dusparic
- Published: 21 Oct 2025, Last Modified: 21 Oct 2025
- Accepted by TMLR
- Readers: Everyone
Exploring Connections Between Memorization And Membership Inference
TMLR Paper4930 Authors
- 23 May 2025 (modified: 18 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
A Proximal Operator for Inducing 2:4-Sparsity
Jonas M. Kübler, Yu-Xiang Wang, Shoham Sabach, Navid Ansari, Matthäus Kleindessner, Kailash Budhathoki, Volkan Cevher, George Karypis
- Published: 21 Aug 2025, Last Modified: 21 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Statistical Test for Saliency Maps of Graph Neural Networks via Selective Inference
Shuichi Nishino, Tomohiro Shiraishi, Teruyuki Katsuoka, Ichiro Takeuchi
- Published: 03 Sept 2025, Last Modified: 03 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Mind the Metrics: Patterns for Telemetry-Aware In-IDE AI Application Development using Model Context Protocol (MCP)
TMLR Paper4923 Authors
- 23 May 2025 (modified: 27 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Risk-controlling Prediction with Distributionally Robust Optimization
Franck Iutzeler, Adrien Mazoyer
- Published: 21 Aug 2025, Last Modified: 21 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Hierarchical Language Model Design For Interpretable Graph Reasoning
Sambhav Khurana, Xiner Li, Shurui Gui, Shuiwang Ji
- Published: 22 Aug 2025, Last Modified: 22 Aug 2025
- Accepted by TMLR
- Readers: Everyone
Towards Formalizing Spuriousness of Biased Datasets Using Partial Information Decomposition
Barproda Halder, Faisal Hamman, Pasan Dissanayake, Qiuyi Zhang, Ilia Sucholutsky, Sanghamitra Dutta
- Published: 13 Nov 2025, Last Modified: 13 Nov 2025
- Accepted by TMLR
- Readers: Everyone
FLASC: Federated LoRA with Sparse Communication
TMLR Paper4919 Authors
- 23 May 2025 (modified: 09 Sept 2025)
- Rejected by TMLR
- Readers: Everyone
Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems
Farzaneh Dehghani, Mahsa Dibaji, Fahim Anzum, Lily Dey, Alican Basdemir, Sayeh Bayat, Jean-Christophe Boucher, Steve Drew, Sarah Elaine Eaton, Richard Frayne, Gouri Ginde, Ashley D. Harris, Yani Ioannou, Catherine A Lebel, John T. Lysack, Leslie Salgado, Emma A.M. Stanley, Roberto Souza, Ronnie de Souza Santos, Lana Wells et al. (5 additional authors not shown)
GeMS: Efficient Gaussian Splatting for Extreme Motion Blur
TMLR Paper4917 Authors
- 22 May 2025 (modified: 30 Jul 2025)
- Rejected by TMLR
- Readers: Everyone
Balancing Utility and Privacy: Dynamically Private SGD with Random Projection
Zhanhong Jiang, Md Zahid Hasan, Nastaran Saadati, Aditya Balu, Chao Liu, Soumik Sarkar
- Published: 01 Oct 2025, Last Modified: 01 Oct 2025
- Accepted by TMLR
- Readers: Everyone
Improving Adversarial Training for Two-player Competitive Games via Episodic Reward Engineering
TMLR Paper4914 Authors
- 22 May 2025 (modified: 06 Aug 2025)
- Rejected by TMLR
- Readers: Everyone
Robustness in Large Language Models: A Survey of Mitigation Strategies and Evaluation Metrics
PANKAJ KUMAR, Subhankar Mishra
- Published: 06 Nov 2025, Last Modified: 06 Nov 2025
- Accepted by TMLR
- Readers: Everyone
Two Is Better Than One: Aligned Representation Pairs for Anomaly Detection
Alain Ryser, Thomas M. Sutter, Alexander Marx, Julia E Vogt
- Published: 16 Sept 2025, Last Modified: 16 Sept 2025
- Accepted by TMLR
- Readers: Everyone
Bi-Mamba: Towards Accurate 1-Bit State Space Model
Shengkun Tang, Liqun Ma, Haonan Li, Mingjie Sun, Zhiqiang Shen
- Published: 20 Oct 2025, Last Modified: 20 Oct 2025
- Accepted by TMLR
- Readers: Everyone

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Published: 22 Aug 2025, Last Modified: 22 Aug 2025
Accepted by TMLR
Readers: Everyone