AI Alignment

AI Alignment: A Comprehensive Survey
AI Alignment: A Comprehensive Survey
Jiaming Ji , Tianyi Qiu , Boyuan Chen , Borong Zhang , Hantao Lou , Kaile Wang , Yawen Duan , ... show more (13 authors) , Yaodong Yang , Yizhou Wang , Song-Chun Zhu , Yike Guo , Wen Gao
ACM Compute Survey 2025. (Impact Factor: 28.0 (ranked 1/147 in Computer Science Theory & Methods))
AI Alignment, Safety Alignment, Survey
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SAE-V: Interpreting Multimodal Models for Enhanced Alignment
SAE-V: Interpreting Multimodal Models for Enhanced Alignment
Hantao Lou , Changye Li , Jiaming Ji , Yaodong Yang
ICML 2025
AI Alignment, Multimodal Models
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Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction
Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction
Hantao Lou , Jiaming Ji , Kaile Wang , Yaodong Yang
AAAI 2025
AI Alignment
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Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback
Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback
Jiayi Zhou , Jiaming Ji , Juntao Dai , Yaodong Yang
AAAI 2025 Oral
AI Alignment
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Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback
Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback
Jiaming Ji , Jiayi Zhou , Hantao Lou , Boyuan Chen , Donghai Hong , Xuyao Wang , Wenqi Chen , ... show more (7 authors) , Dong Li , Weipeng Chen , Jun Song , Bo Zheng , Yaodong Yang
Arxiv 2025
AI Alignment, Multimodal Models
PDF Code Dataset
Aligner: Efficient Alignment by Learning to Correct
Aligner: Efficient Alignment by Learning to Correct
Jiaming Ji , Boyuan Chen , Hantao Lou , Donghai Hong , Borong Zhang , Xuehai Pan , Juntao Dai , Yaodong Yang
NeurIPS 2024 Oral
AI Alignment, AI Safety, NeurIPS
PDF Code Dataset
ProgressGym: Alignment with a Millennium of Moral Progress
ProgressGym: Alignment with a Millennium of Moral Progress
Tianyi Qiu , Yang Zhang , Xuchuan Huang , Jasmine Xinze Li , Jiaming Ji , Yaodong Yang
NeurIPS 2024.
Large Language Models, AI Alignment
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