Inferring users' emotions for human-mobile voice dialogue applications. - Boya Wu; Jia Jia 001; Tao He; Juan Du; Xiaoyuan Yi; Yishuang Ning (ICME, 2016)

Generating Chinese Classical Poems with RNN Encoder-Decoder. - Xiaoyuan Yi; Ruoyu Li; Maosong Sun 001 (CCL, 2017)

Chinese Poetry Generation with a Salient-Clue Mechanism. - Xiaoyuan Yi; Ruoyu Li; Maosong Sun 001 (CoNLL, 2018)

Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement. - Cheng Yang 002; Maosong Sun 001; Xiaoyuan Yi; Wenhao Li 003 (EMNLP, 2018)

Automatic Poetry Generation with Mutual Reinforcement Learning. - Xiaoyuan Yi; Maosong Sun 001; Ruoyu Li; Wenhao Li 003 (EMNLP, 2018)

Chinese Poetry Generation with a Working Memory Model. - Xiaoyuan Yi; Maosong Sun 001; Ruoyu Li; Zonghan Yang (IJCAI, 2018)

Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System. - Zhipeng Guo 001; Xiaoyuan Yi; Maosong Sun 001; Wenhao Li 003; Cheng Yang 002; Jiannan Liang; Huimin Chen; Yuhui Zhang; Ruoyu Li (ACL (3), 2019)

Sentiment-Controllable Chinese Poetry Generation. - Huimin Chen; Xiaoyuan Yi; Maosong Sun 001; Wenhao Li 003; Cheng Yang 002; Zhipeng Guo 001 (IJCAI, 2019)

MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space. - Xiaoyuan Yi; Ruoyu Li; Cheng Yang 002; Wenhao Li 003; Maosong Sun 001 (AAAI, 2020)

Text Style Transfer via Learning Style Instance Supported Latent Space. - Xiaoyuan Yi; Zhenghao Liu 001; Wenhao Li 003; Maosong Sun 001 (IJCAI, 2020)

Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. - Zhenghao Liu 001; Xiaoyuan Yi; Maosong Sun 001; Liner Yang; Tat-Seng Chua (NAACL-HLT, 2021)

CCPM: A Chinese Classical Poetry Matching Dataset. - Wenhao Li 003; Fanchao Qi; Maosong Sun 001; Xiaoyuan Yi; Jiarui Zhang 002 (CoRR, 2021)

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation. - Jinyi Hu; Xiaoyuan Yi; Wenhao Li 003; Maosong Sun 001; Xing Xie 001 (EMNLP (Findings), 2022)

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention. - Wenhao Li 003; Xiaoyuan Yi; Jinyi Hu; Maosong Sun 001; Xing Xie 001 (EMNLP, 2022)

Clickbait Detection via Contrastive Variational Modelling of Text and Label. - Xiaoyuan Yi; Jiarui Zhang 002; Wenhao Li 003; Xiting Wang; Xing Xie 001 (IJCAI, 2022)

Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora. - Changyu Chen; Xiting Wang; Xiaoyuan Yi; Fangzhao Wu; Xing Xie 001; Rui Yan 001 (KDD, 2022)

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation. - Jinyi Hu; Xiaoyuan Yi; Wenhao Li 003; Maosong Sun 001; Xing Xie 001 (NAACL-HLT, 2022)

Self-explaining deep models with logic rule reasoning. - Seungeon Lee 001; Xiting Wang; Sungwon Han 001; Xiaoyuan Yi; Xing Xie 001; Meeyoung Cha (NeurIPS, 2022)

DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation. - Yuxi Feng; Xiaoyuan Yi; Xiting Wang; Laks V. S. Lakshmanan; Xing Xie 001 (ACL (1), 2023)

ToViLaG: Your Visual-Language Generative Model is Also An Evildoer. - Xinpeng Wang 001; Xiaoyuan Yi; Han Jiang 007; Shanlin Zhou; Zhihua Wei 001; Xing Xie 001 (EMNLP, 2023)

Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization. - Zonghan Yang; Xiaoyuan Yi; Peng Li 030; Yang Liu 005; Xing Xie 001 (ICLR, 2023)

KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation. - Yuxi Feng; Xiaoyuan Yi; Laks V. S. Lakshmanan; Xing Xie 001 (IJCAI, 2023)

Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots. - Jinyi Hu; Xu Han 007; Xiaoyuan Yi; Yutong Chen; Wenhao Li 003; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2023)

From Instructions to Intrinsic Human Values - A Survey of Alignment Goals for Big Models. - Jing Yao; Xiaoyuan Yi; Xiting Wang; Jindong Wang 001; Xing Xie 001 (CoRR, 2023)

Unpacking the Ethical Value Alignment in Big Models. - Xiaoyuan Yi; Jing Yao; Xiting Wang; Xing Xie 001 (CoRR, 2023)

Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values. - Jing Yao; Xiaoyuan Yi; Xiting Wang; Yifan Gong 001; Xing Xie 001 (CoRR, 2023)

Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations. - Jing Yao; Wei Xu; Jianxun Lian; Xiting Wang; Xiaoyuan Yi; Xing Xie 001 (CoRR, 2023)

CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models. - Yuhang Wang; Yanxu Zhu; Chao Kong; Shuyu Wei; Xiaoyuan Yi; Xing Xie 001; Jitao Sang (CoRR, 2023)

Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization. - Shitong Duan; Xiaoyuan Yi; Peng Zhang 060; Yan Liu 002; Zheng Liu 011; Tun Lu; Xing Xie 001; Ning Gu (EMNLP (Findings), 2024)

Denevil: towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning. - Shitong Duan; Xiaoyuan Yi; Peng Zhang 060; Tun Lu; Xing Xie 001; Ning Gu (ICLR, 2024)

On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models. - Xinpeng Wang 001; Shitong Duan; Xiaoyuan Yi; Jing Yao; Shanlin Zhou; Zhihua Wei 001; Peng Zhang 060; Dongkuan Xu; Maosong Sun 001; Xing Xie 001 (IJCAI, 2024)

Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization. - Xingqi Wang 003; Xiaoyuan Yi; Xing Xie 001; Jia Jia 001 (ACM Multimedia, 2024)

Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value. - Jing Yao; Xiaoyuan Yi; Yifan Gong 001; Xiting Wang; Xing Xie 001 (NAACL-HLT, 2024)

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

ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph. - Xukun Liu; Zhiyuan Peng; Xiaoyuan Yi; Xing Xie 001; Lirong Xiang; Yuchen Liu 001; Dongkuan Xu (CoRR, 2024)

Negating Negatives: Alignment without Human Positive Samples via Distributional Dispreference Optimization. - Shitong Duan; Xiaoyuan Yi; Peng Zhang 060; Tun Lu; Xing Xie 001; Ning Gu (CoRR, 2024)

Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches. - Pablo Biedma; Xiaoyuan Yi; Linus Huang; Maosong Sun 001; Xing Xie 001 (CoRR, 2024)

Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing. - Han Jiang 007; Xiaoyuan Yi; Zhihua Wei 001; Shu Wang; Xing Xie 001 (CoRR, 2024)

Elephant in the Room: Unveiling the Impact of Reward Model Quality in Alignment. - Yan Liu 002; Xiaoyuan Yi; Xiaokang Chen; Jing Yao; Jingwei Yi; Daoguang Zan; Zheng Liu 011; Xing Xie 001; Tsung-Yi Ho (CoRR, 2024)

The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment. - HyunJin Kim; Xiaoyuan Yi; Jing Yao; Jianxun Lian; Muhua Huang; Shitong Duan; JinYeong Bak; Xing Xie 001 (CoRR, 2024)

A Survey on Evaluation of Large Language Models. - Yupeng Chang; Xu Wang; Jindong Wang 001; Yuan Wu 002; Linyi Yang; Kaijie Zhu; Hao Chen 102; Xiaoyuan Yi; Cunxiang Wang; Yidong Wang; Wei Ye 004; Yue Zhang 004; et al. (ACM Trans. Intell. Syst. Technol., 2024)

Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights. - Sooyung Choi; Jaehyeok Lee; Xiaoyuan Yi; Jing Yao; Xing Xie 001; JinYeong Bak (ACL (1), 2025)

Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement. - Bingbing Xu 009; Jing Yao; Xiaoyuan Yi; Aishan Maoliniyazi; Xing Xie 001; Xiaofeng Meng 001 (ACL (1), 2025)

MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? - Xixian Yong; Jianxun Lian; Xiaoyuan Yi; Xiao Zhou 005; Xing Xie 001 (ACL (Findings), 2025)

Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values. - Jing Yao; Xiaoyuan Yi; Shitong Duan; Jindong Wang 001; Yuzhuo Bai; Muhua Huang; Peng Zhang 060; Tun Lu; Zhicheng Dou; Maosong Sun 001; Xing Xie 001 (CoRR, 2025)

PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning. - Pengcheng Huang 004; Zhenghao Liu 001; Yukun Yan; Xiaoyuan Yi; Hao Chen; Zhiyuan Liu 001; Maosong Sun 001; Tong Xiao; Ge Yu 001; Chenyan Xiong (CoRR, 2025)

Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts. - Zhenghao Liu 001; Xingsheng Zhu; Tianshuo Zhou; Xinyi Zhang; Xiaoyuan Yi; Yukun Yan; Yu Gu 002; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)

Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity. - HyunJin Kim; Xiaoyuan Yi; Jing Yao; Muhua Huang; JinYeong Bak; James Evans; Xing Xie 001 (CoRR, 2025)

Leveraging Implicit Sentiments: Enhancing Reliability and Validity in Psychological Trait Evaluation of LLMs. - Huanhuan Ma; Haisong Gong; Xiaoyuan Yi; Xing Xie 001; Dongkuan Xu (CoRR, 2025)

CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization. - Jing Yao; Xiaoyuan Yi; Jindong Wang 001; Zhicheng Dou; Xing Xie 001 (CoRR, 2025)

Multi-Evidence Based Fact Verification via A Confidential Graph Neural Network. - Yuqing Lan; Zhenghao Liu 001; Yu Gu 002; Xiaoyuan Yi; Xiaohua Li; Liner Yang; Ge Yu 001 (IEEE Trans. Big Data, 2025)

AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference. - Shitong Duan; Xiaoyuan Yi; Peng Zhang 060; Dongkuan Xu; Jing Yao; Tun Lu; Ning Gu; Xing Xie 001 (CoRR, 2025)

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization. - Han Jiang 007; Dongyao Zhu; Zhihua Wei 001; Xiaoyuan Yi; Ziang Xiao; Xing Xie 001 (CoRR, 2025)

MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions. - Yanxu Zhu; Shitong Duan; Xiangxu Zhang; Jitao Sang; Peng Zhang 060; Tun Lu; Xiao Zhou 005; Jing Yao; Xiaoyuan Yi; Xing Xie 001 (CoRR, 2025)

The Incomplete Bridge: How AI Research (Mis)Engages with Psychology. - Han Jiang 007; Pengda Wang; Xiaoyuan Yi; Xing Xie 001; Ziang Xiao (CoRR, 2025)