2025 "human preference alignment" Papers
8 papers found
Aligning Text-to-Image Diffusion Models to Human Preference by Classification
Longquan Dai, Xiaolu Wei, wang he et al.
NeurIPS 2025spotlight
Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
Peng Lai, Jianjie Zheng, Sijie Cheng et al.
NeurIPS 2025posterarXiv:2508.03550
2
citations
DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning
Ruowen Zhao, James Jun Liang Chen Ye, Zhengyi Wang et al.
ICCV 2025posterarXiv:2503.15265
35
citations
Direct Alignment with Heterogeneous Preferences
Ali Shirali, Arash Nasr-Esfahany, Abdullah Alomar et al.
NeurIPS 2025posterarXiv:2502.16320
8
citations
Inference-Time Reward Hacking in Large Language Models
Hadi Khalaf, Claudio Mayrink Verdun, Alex Oesterling et al.
NeurIPS 2025spotlightarXiv:2506.19248
2
citations
RRM: Robust Reward Model Training Mitigates Reward Hacking
Tianqi Liu, Wei Xiong, Jie Ren et al.
ICLR 2025posterarXiv:2409.13156
44
citations
Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
Noam Razin, Sadhika Malladi, Adithya Bhaskar et al.
ICLR 2025posterarXiv:2410.08847
47
citations
Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model
Wenhong Zhu, Zhiwei He, Xiaofeng Wang et al.
ICLR 2025posterarXiv:2410.18640
14
citations