2025 "preference alignment" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Advantage-Guided Distillation for Preference Alignment in Small Language Models

Shiping Gao, Fanqi Wan, Jiajian Guo et al.

ICLR 2025posterarXiv:2502.17927
4
citations

Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Model Using Implicit Feedback from Pre-training Demonstrations

Thomas Tian, Kratarth Goel

ICLR 2025posterarXiv:2503.20105
4
citations

More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness

Aaron J. Li, Satyapriya Krishna, Hima Lakkaraju

ICLR 2025posterarXiv:2404.18870
10
citations

Multi-domain Distribution Learning for De Novo Drug Design

Arne Schneuing, Ilia Igashov, Adrian Dobbelstein et al.

ICLR 2025posterarXiv:2508.17815
11
citations

No Preference Left Behind: Group Distributional Preference Optimization

Binwei Yao, Zefan Cai, Yun-Shiuan Chuang et al.

ICLR 2025posterarXiv:2412.20299
17
citations

PersonalLLM: Tailoring LLMs to Individual Preferences

Thomas Zollo, Andrew Siah, Naimeng Ye et al.

ICLR 2025posterarXiv:2409.20296
27
citations

Uncertainty-aware Preference Alignment for Diffusion Policies

Runqing Miao, Sheng Xu, Runyi Zhao et al.

NeurIPS 2025poster