Yi, Xiaoyuan

14 publications

NeurIPS 2025 Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie

NeurIPS 2025 ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation Pengcheng Huang, Zhenghao Liu, Yukun Yan, Haiyan Zhao, Xiaoyuan Yi, Hao Chen, Zhiyuan Liu, Maosong Sun, Tong Xiao, Ge Yu, Chenyan Xiong

ICML 2025 Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing Han Jiang, Xiaoyuan Yi, Zhihua Wei, Ziang Xiao, Shu Wang, Xing Xie

NeurIPS 2024 CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses Jing Yao, Xiaoyuan Yi, Xing Xie

ICLR 2024 Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning Shitong Duan, Xiaoyuan Yi, Peng Zhang, Tun Lu, Xing Xie, Ning Gu

IJCAI 2024 On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie

IJCAI 2023 KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation Yuxi Feng, Xiaoyuan Yi, Laks V. S. Lakshmanan, Xing Xie

ICLR 2023 Unified Detoxifying and Debiasing in Language Generation via Inference-Time Adaptive Optimization Zonghan Yang, Xiaoyuan Yi, Peng Li, Yang Liu, Xing Xie

IJCAI 2022 Clickbait Detection via Contrastive Variational Modelling of Text and Label Xiaoyuan Yi, Jiarui Zhang, Wenhao Li, Xiting Wang, Xing Xie

NeurIPS 2022 Self-Explaining Deep Models with Logic Rule Reasoning Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha

AAAI 2020 MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun

IJCAI 2020 Text Style Transfer via Learning Style Instance Supported Latent Space Xiaoyuan Yi, Zhenghao Liu, Wenhao Li, Maosong Sun

IJCAI 2019 Sentiment-Controllable Chinese Poetry Generation Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Zhipeng Guo

IJCAI 2018 Chinese Poetry Generation with a Working Memory Model Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang