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2020 – today
- 2025
[j3]Yuqing Lan
, Zhenghao Liu, Yu Gu, Xiaoyuan Yi, Xiaohua Li, Liner Yang, Ge Yu:
Multi-Evidence Based Fact Verification via A Confidential Graph Neural Network. IEEE Trans. Big Data 11(2): 426-437 (2025)- [j2]Jing Yao, Xiting Wang, Jianxun Lian, Xiaoyuan Yi, Xing Xie:
Neural Recommendation Reasoning with Logic Rules. ACM Trans. Inf. Syst. 43(5): 133:1-133:28 (2025) - [c31]Xixian Yong, Jianxun Lian, Xiaoyuan Yi, Xiao Zhou, Xing Xie:
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? ACL (Findings) 2025: 20059-20089 - [c30]Bingbing Xu, Jing Yao, Xiaoyuan Yi, Aishan Maoliniyazi, Xing Xie, Xiaofeng Meng:
Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement. ACL (1) 2025: 28991-29010 - [c29]Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Xing Xie, JinYeong Bak:
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights. ACL (1) 2025: 31742-31768 - [c28]Buqiang Xu, Xin Dai, Zhenghao Liu, Huiyuan Xie, Xiaoyuan Yi, Shuo Wang, Yukun Yan, Liner Yang, Yu Gu, Ge Yu:
LegalDuet: Learning Fine-Grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning. ADMA (1) 2025: 337-352 - [i49]Jing Yao, Xiaoyuan Yi, Shitong Duan, Jindong Wang, Yuzhuo Bai, Muhua Huang, Peng Zhang, Tun Lu, Zhicheng Dou, Maosong Sun, Xing Xie:
Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values. CoRR abs/2501.07071 (2025) - [i48]Pengcheng Huang, Zhenghao Liu, Yukun Yan, Xiaoyuan Yi, Hao Chen, Zhiyuan Liu, Maosong Sun, Tong Xiao, Ge Yu, Chenyan Xiong:
PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning. CoRR abs/2502.15543 (2025) - [i47]Zhenghao Liu, Xingsheng Zhu, Tianshuo Zhou, Xinyi Zhang, Xiaoyuan Yi, Yukun Yan, Yu Gu, Ge Yu, Maosong Sun:
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts. CoRR abs/2502.17297 (2025) - [i46]HyunJin Kim, Xiaoyuan Yi, Jing Yao, Muhua Huang, JinYeong Bak, James Evans, Xing Xie:
Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity. CoRR abs/2503.07660 (2025) - [i45]Huanhuan Ma, Haisong Gong, Xiaoyuan Yi, Xing Xie, Dongkuan Xu:
Leveraging Implicit Sentiments: Enhancing Reliability and Validity in Psychological Trait Evaluation of LLMs. CoRR abs/2503.20182 (2025) - [i44]Jing Yao, Xiaoyuan Yi, Jindong Wang, Zhicheng Dou, Xing Xie:
CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization. CoRR abs/2504.08820 (2025) - [i43]Shitong Duan, Xiaoyuan Yi, Peng Zhang, Dongkuan Xu, Jing Yao, Tun Lu, Ning Gu, Xing Xie:
AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference. CoRR abs/2505.13531 (2025) - [i42]Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Xing Xie, JinYeong Bak:
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights. CoRR abs/2506.06404 (2025) - [i41]Xixian Yong, Jianxun Lian, Xiaoyuan Yi, Xiao Zhou, Xing Xie:
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? CoRR abs/2506.13065 (2025) - [i40]Han Jiang, Dongyao Zhu, Zhihua Wei, Xiaoyuan Yi, Ziang Xiao, Xing Xie:
PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization. CoRR abs/2507.16679 (2025) - [i39]Yanxu Zhu, Shitong Duan, Xiangxu Zhang, Jitao Sang, Peng Zhang, Tun Lu, Xiao Zhou, Jing Yao, Xiaoyuan Yi, Xing Xie:
MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions. CoRR abs/2507.21503 (2025) - [i38]Han Jiang, Pengda Wang, Xiaoyuan Yi, Xing Xie, Ziang Xiao:
The Incomplete Bridge: How AI Research (Mis)Engages with Psychology. CoRR abs/2507.22847 (2025) - [i37]Yuzhuo Bai, Shitong Duan, Muhua Huang, Jing Yao, Zhenghao Liu, Peng Zhang, Tun Lu, Xiaoyuan Yi, Maosong Sun, Xing Xie:
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization. CoRR abs/2508.08719 (2025) - [i36]Xin Dai, Buqiang Xu, Zhenghao Liu, Yukun Yan, Huiyuan Xie, Xiaoyuan Yi, Shuo Wang, Ge Yu:
LegalΔ: Enhancing Legal Reasoning in LLMs via Reinforcement Learning with Chain-of-Thought Guided Information Gain. CoRR abs/2508.12281 (2025) - [i35]Shaohua Duan, Xinze Li, Zhenghao Liu, Xiaoyuan Yi, Yukun Yan, Shuo Wang, Yu Gu, Ge Yu, Maosong Sun:
Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization. CoRR abs/2508.13993 (2025) - [i34]Eoin O'Doherty, Nicole Weinrauch, Andrew Talone, Uri Klempner, Xiaoyuan Yi, Xing Xie, Yi Zeng:
The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis. CoRR abs/2509.10297 (2025) - [i33]Ziyu Chen, Junfei Sun, Chenxi Li, Tuan Dung Nguyen, Jing Yao, Xiaoyuan Yi, Xing Xie, Chenhao Tan, Lexing Xie:
MoVa: Towards Generalizable Classification of Human Morals and Values. CoRR abs/2509.24216 (2025) - 2024
- [j1]Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Linyi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie:
A Survey on Evaluation of Large Language Models. ACM Trans. Intell. Syst. Technol. 15(3): 39:1-39:45 (2024) - [c27]Shitong Duan, Xiaoyuan Yi, Peng Zhang, Yan Liu, Zheng Liu, Tun Lu, Xing Xie, Ning Gu:
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization. EMNLP (Findings) 2024: 1012-1042 - [c26]Shitong Duan, Xiaoyuan Yi, Peng Zhang, Tun Lu, Xing Xie, Ning Gu:
Denevil: towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning. ICLR 2024 - [c25]Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie:
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models. IJCAI 2024: 8308-8316 - [c24]Xingqi Wang, Xiaoyuan Yi, Xing Xie, Jia Jia:
Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization. ACM Multimedia 2024: 3558-3567 - [c23]Jing Yao, Xiaoyuan Yi, Yifan Gong, Xiting Wang, Xing Xie:
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value. NAACL-HLT 2024: 8762-8785 - [c22]Jing Yao, Xiaoyuan Yi, Xing Xie:
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses. NeurIPS 2024 - [i32]Xukun Liu, Zhiyuan Peng, Xiaoyuan Yi, Xing Xie, Lirong Xiang, Yuchen Liu, Dongkuan Xu:
ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph. CoRR abs/2403.00839 (2024) - [i31]Shitong Duan, Xiaoyuan Yi, Peng Zhang, Tun Lu, Xing Xie, Ning Gu:
Negating Negatives: Alignment without Human Positive Samples via Distributional Dispreference Optimization. CoRR abs/2403.03419 (2024) - [i30]Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie:
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models. CoRR abs/2403.04204 (2024) - [i29]Pablo Biedma, Xiaoyuan Yi, Linus Huang, Maosong Sun, Xing Xie:
Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches. CoRR abs/2404.12744 (2024) - [i28]Yuqing Lan, Zhenghao Liu, Yu Gu, Xiaoyuan Yi, Xiaohua Li, Liner Yang, Ge Yu:
Multi-Evidence based Fact Verification via A Confidential Graph Neural Network. CoRR abs/2405.10481 (2024) - [i27]Han Jiang, Xiaoyuan Yi, Zhihua Wei, Shu Wang, Xing Xie:
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing. CoRR abs/2406.14230 (2024) - [i26]Jing Yao, Xiaoyuan Yi, Xing Xie:
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses. CoRR abs/2407.10725 (2024) - [i25]Yan Liu, Xiaoyuan Yi, Xiaokang Chen, Jing Yao, Jingwei Yi, Daoguang Zan, Zheng Liu, Xing Xie, Tsung-Yi Ho:
Elephant in the Room: Unveiling the Impact of Reward Model Quality in Alignment. CoRR abs/2409.19024 (2024) - [i24]Xingqi Wang, Xiaoyuan Yi, Xing Xie, Jia Jia:
Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization. CoRR abs/2410.12700 (2024) - [i23]HyunJin Kim, Xiaoyuan Yi, Jing Yao, Jianxun Lian, Muhua Huang, Shitong Duan, JinYeong Bak, Xing Xie:
The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment. CoRR abs/2412.16468 (2024) - 2023
- [c21]Yuxi Feng, Xiaoyuan Yi, Xiting Wang, Laks V. S. Lakshmanan, Xing Xie:
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation. ACL (1) 2023: 8760-8785 - [c20]Xinpeng Wang, Xiaoyuan Yi, Han Jiang, Shanlin Zhou, Zhihua Wei, Xing Xie:
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer. EMNLP 2023: 3508-3533 - [c19]Zonghan Yang, Xiaoyuan Yi, Peng Li, Yang Liu, Xing Xie:
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization. ICLR 2023 - [c18]Yuxi Feng, Xiaoyuan Yi, Laks V. S. Lakshmanan, Xing Xie:
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation. IJCAI 2023: 5049-5057 - [i22]Jinyi Hu, Xu Han, Xiaoyuan Yi, Yutong Chen, Wenhao Li, Zhiyuan Liu, Maosong Sun:
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots. CoRR abs/2305.11540 (2023) - [i21]Yuxi Feng, Xiaoyuan Yi, Laks V. S. Lakshmanan, Xing Xie:
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation. CoRR abs/2306.10414 (2023) - [i20]Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Kaijie Zhu, Hao Chen, Linyi Yang, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie:
A Survey on Evaluation of Large Language Models. CoRR abs/2307.03109 (2023) - [i19]Jing Yao, Xiaoyuan Yi, Xiting Wang, Jindong Wang, Xing Xie:
From Instructions to Intrinsic Human Values - A Survey of Alignment Goals for Big Models. CoRR abs/2308.12014 (2023) - [i18]Shitong Duan, Xiaoyuan Yi, Peng Zhang, Tun Lu, Xing Xie, Ning Gu:
Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning. CoRR abs/2310.11053 (2023) - [i17]Xiaoyuan Yi, Jing Yao, Xiting Wang, Xing Xie:
Unpacking the Ethical Value Alignment in Big Models. CoRR abs/2310.17551 (2023) - [i16]Jing Yao, Xiaoyuan Yi, Xiting Wang, Yifan Gong, Xing Xie:
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values. CoRR abs/2311.10766 (2023) - [i15]Jing Yao, Wei Xu, Jianxun Lian, Xiting Wang, Xiaoyuan Yi, Xing Xie:
Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations. CoRR abs/2311.10779 (2023) - [i14]Yuhang Wang, Yanxu Zhu, Chao Kong, Shuyu Wei, Xiaoyuan Yi, Xing Xie, Jitao Sang:
CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models. CoRR abs/2311.16421 (2023) - [i13]Xinpeng Wang, Xiaoyuan Yi, Han Jiang, Shanlin Zhou, Zhihua Wei, Xing Xie:
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer. CoRR abs/2312.11523 (2023) - 2022
- [c17]Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation. EMNLP (Findings) 2022: 6306-6320 - [c16]Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie:
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention. EMNLP 2022: 10834-10858 - [c15]Xiaoyuan Yi, Jiarui Zhang, Wenhao Li, Xiting Wang, Xing Xie:
Clickbait Detection via Contrastive Variational Modelling of Text and Label. IJCAI 2022: 4475-4481 - [c14]Changyu Chen, Xiting Wang, Xiaoyuan Yi, Fangzhao Wu, Xing Xie, Rui Yan:
Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora. KDD 2022: 2721-2731 - [c13]Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation. NAACL-HLT 2022: 697-716 - [c12]Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha:
Self-explaining deep models with logic rule reasoning. NeurIPS 2022 - [i12]Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation. CoRR abs/2207.06130 (2022) - [i11]Zonghan Yang, Xiaoyuan Yi, Peng Li, Yang Liu, Xing Xie:
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization. CoRR abs/2210.04492 (2022) - [i10]SeungEon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha:
Self-explaining deep models with logic rule reasoning. CoRR abs/2210.07024 (2022) - [i9]Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie:
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation. CoRR abs/2210.12409 (2022) - [i8]Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie:
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention. CoRR abs/2211.07164 (2022) - [i7]Yuxi Feng, Xiaoyuan Yi, Xiting Wang, Laks V. S. Lakshmanan, Xing Xie:
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation. CoRR abs/2212.08724 (2022) - 2021
- [c11]Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua:
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. NAACL-HLT 2021: 5441-5452 - [i6]Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua:
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. CoRR abs/2105.04443 (2021) - [i5]Wenhao Li, Fanchao Qi, Maosong Sun, Xiaoyuan Yi, Jiarui Zhang:
CCPM: A Chinese Classical Poetry Matching Dataset. CoRR abs/2106.01979 (2021) - 2020
- [c10]Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun:
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space. AAAI 2020: 9450-9457 - [c9]Xiaoyuan Yi, Zhenghao Liu, Wenhao Li, Maosong Sun:
Text Style Transfer via Learning Style Instance Supported Latent Space. IJCAI 2020: 3801-3807 - [i4]Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun:
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space. CoRR abs/2003.06094 (2020)
2010 – 2019
- 2019
- [c8]Zhipeng Guo, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Jiannan Liang, Huimin Chen, Yuhui Zhang, Ruoyu Li:
Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System. ACL (3) 2019: 25-30 - [c7]Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Zhipeng Guo:
Sentiment-Controllable Chinese Poetry Generation. IJCAI 2019: 4925-4931 - 2018
- [c6]Xiaoyuan Yi, Ruoyu Li, Maosong Sun:
Chinese Poetry Generation with a Salient-Clue Mechanism. CoNLL 2018: 241-250 - [c5]Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Wenhao Li:
Automatic Poetry Generation with Mutual Reinforcement Learning. EMNLP 2018: 3143-3153 - [c4]Cheng Yang, Maosong Sun, Xiaoyuan Yi, Wenhao Li:
Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement. EMNLP 2018: 3960-3969 - [c3]Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang:
Chinese Poetry Generation with a Working Memory Model. IJCAI 2018: 4553-4559 - [i3]Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang:
Chinese Poetry Generation with a Working Memory Model. CoRR abs/1809.04306 (2018) - [i2]Xiaoyuan Yi, Ruoyu Li, Maosong Sun:
Chinese Poetry Generation with a Salient-Clue Mechanism. CoRR abs/1809.04313 (2018) - 2017
- [c2]Xiaoyuan Yi, Ruoyu Li, Maosong Sun:
Generating Chinese Classical Poems with RNN Encoder-Decoder. CCL 2017: 211-223 - 2016
- [c1]Boya Wu, Jia Jia, Tao He, Juan Du, Xiaoyuan Yi, Yishuang Ning:
Inferring users' emotions for human-mobile voice dialogue applications. ICME 2016: 1-6 - [i1]Xiaoyuan Yi, Ruoyu Li, Maosong Sun:
Generating Chinese Classical Poems with RNN Encoder-Decoder. CoRR abs/1604.01537 (2016)
Coauthor Index
[j2] [c31] [c30] [c29] [i49] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i33] [j1] [c27] [c26] [c25] [c24] [c23] [c22] [i32] [i31] [i30] [i29] [i27] [i26] [i25] [i24] [i23] [c21] [c20] [c19] [c18] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [c17] [c16] [c15] [c14] [c13] [c12] [i12] [i11] [i10] [i9] [i8] [i7]
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