大模型对齐与安全

Co-Alignment: Rethinking Alignment as Bidirectional Human-AI Cognitive Adaptation

Yubo Li, Weiyi Song

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 偏好对齐 ：alignment(title,abstract)；RLHF(abstract)；safety(abstract)；分类 cs.AI

Preference Robustness for DPO with Applications to Public Health

Cheol Woo Kim, Shresth Verma, Mauricio Tec, Milind Tambe

专题命中 偏好对齐 ：DPO(title,abstract)；alignment(abstract)；分类 cs.LG

LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation

Hao Jiang, Guoquan Wang, Donglin Zhou, Sheng Yu, Yang Zeng, Wencong Zeng, Kun Gai, Guorui Zhou

机构 * Kuaishou Technology（快手科技） 纠错

专题命中 偏好对齐 ：alignment(abstract)；DPO(abstract)；分类 cs.AI

PROF: An LLM-based Reward Code Preference Optimization Framework for Offline Imitation Learning

Shengjie Sun, Jiafei Lyu, Runze Liu, Mengbei Yan, Bo Liu, Deheng Ye, Xiu Li

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院，清华大学） 纠错

专题命中 偏好对齐 ：alignment(abstract)；分类 cs.AI、cs.LG

Preference Learning with Lie Detectors can Induce Honesty or Evasion

Chris Cundy, Adam Gleave

专题命中 偏好对齐 ：DPO(abstract)；分类 cs.AI、cs.LG

Comments NeurIPS 2025

Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation

Sofia Jamil, Kotla Sai Charan, Sriparna Saha, Koustava Goswami, Joseph K J

专题命中 偏好对齐 ：alignment(abstract)；分类 cs.CL

UniGen-1.5: Enhancing Image Generation and Editing through Reward Unification in Reinforcement Learning

Rui Tian, Mingfei Gao, Haiming Gang, Jiasen Lu, Zhe Gan, Yinfei Yang, Zuxuan Wu, Afshin Dehghan

机构 * Institute of Trustworthy Embodied AI, Fudan University（可信具身人工智能研究院，复旦大学） ； Apple（苹果公司） 纠错

专题命中 偏好对齐 ：alignment(abstract)