Xiaoyuan Yi

23 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×8 ACM MM ×3 NeurIPS ×3 AAAI ×2 EMNLP ×2 EACL ×1 ICLR ×1 ICML ×1 IJCAI ×1 NAACL ×1

Frequent coauthors

Xing Xie

×19

Jing Yao

×13

Maosong Sun

×6

Shitong Duan

×6

Peng Zhang

×6

Tun Lu

×5

Zhenghao Liu

×4

Yukun Yan

×3

Ge Yu

×3

Xiao Zhou

×3

Bryan Chen Zhengyu Tan

×2

Zhengyuan Liu

×2

Papers

Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
ACL 2026 ·
Bryan Chen Zhengyu Tan
,
Zhengyuan Liu
, Xiaoyuan Yi,
Jing Yao
,
Xing Xie
,
Nancy F. Chen
,
Roy Ka-Wei Lee
Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
ACL 2026 ·
Shaohua Duan
,
Pengcheng Huang
,
Xinze Li
,
Zhenghao Liu
, Xiaoyuan Yi,
Yukun Yan
,
Shuo Wang
,
Yu Gu
,
Ge Yu
,
Maosong Sun
Generative Personality Simulation via Theory-Informed Structured Interview
EACL 2026 ·
Pengda Wang
,
Huiqi Zou
,
Han Jiang
,
Hanjie Chen
,
Tianjun Sun
, Xiaoyuan Yi,
Ziang Xiao
,
Frederick L. Oswald
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization
AAAI 2026 ·
Yuzhuo Bai
,
Shitong Duan
,
Muhua Huang
,
Jing Yao
,
Zhenghao Liu
,
Peng Zhang
,
Tun Lu
, Xiaoyuan Yi,
Maosong Sun
,
Xing Xie
Influence-based Online Experience Selection for Effective RLHF
ACL 2026 ·
Yifan Gong
,
Jing Yao
,
Xiting Wang
,
Xunlong Wang
, Xiaoyuan Yi,
Xing Xie
MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation
ACL 2026 ·
Weihua Zheng
,
Zhengyuan Liu
,
Tanmoy Chakraborty
,
Weiwen Xu
,
Xiaoxue Gao
,
Bryan Chen Zhengyu Tan
,
Bowei Zou
,
Chang Liu
,
Yujia Hu
,
Xing Xie
, Xiaoyuan Yi,
Jing Yao
,
Chaojun Wang
,
Long Li
,
Rui Liu
,
Huiyao Liu
,
Koji Inoue
,
Ryuichi Sumida
,
Tatsuya Kawahara
,
Fan Xu
,
Lingyu Ye
,
Wei Tian
,
Dongjun Kim
,
Jimin Jung
,
Jaehyung Seo
,
Nadya Yuki Wangsajaya
,
Pham Minh Duc
,
Ojasva Saxena
,
Palash Nandi
,
Xiyan Tao
,
Wiwik Karlina
,
Tuan Luong
,
Keertana Arun Vasan
,
Roy Ka-Wei Lee
,
Nancy F. Chen
MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions
AAAI 2026 ·
Yanxu Zhu
,
Shitong Duan
,
Xiangxu Zhang
,
Jitao Sang
,
Peng Zhang
,
Tun Lu
,
Xiao Zhou
,
Jing Yao
, Xiaoyuan Yi,
Xing Xie
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
ACM MM 2025 ·
Zhenghao Liu
,
Xingsheng Zhu
,
Tianshuo Zhou
,
Xinyi Zhang
, Xiaoyuan Yi,
Yukun Yan
,
Ge Yu
,
Maosong Sun
Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
NeurIPS 2025 ·
Hanze Guo
,
Jing Yao
,
Xiao Zhou
, Xiaoyuan Yi,
Xing Xie
MoVa: Towards Generalizable Classification of Human Morals and Values
EMNLP 2025 ·
Ziyu Chen
,
Junfei Sun
,
Chenxi Li
,
Tuan Dung Nguyen
,
Jing Yao
, Xiaoyuan Yi,
Xing Xie
,
Chenhao Tan
,
Lexing Xie
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?
ACL 2025 ·
Xixian Yong
,
Jianxun Lian
, Xiaoyuan Yi,
Xiao Zhou
,
Xing Xie
ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
NeurIPS 2025 ·
Pengcheng Huang
,
Zhenghao Liu
,
Yukun Yan
,
Haiyan Zhao
, Xiaoyuan Yi,
Hao Chen
,
Zhiyuan Liu
,
Maosong Sun
,
Tong Xiao
,
Ge Yu
,
Chenyan Xiong
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing
ICML 2025 ·
Han Jiang
, Xiaoyuan Yi,
Zhihua Wei
,
Ziang Xiao
,
Shu Wang
,
Xing Xie
Specify Privacy Yourself: Assessing Inference-Time Personalized Privacy Preservation Ability of Large Vision-Language Models
ACM MM 2025 ·
Xingqi Wang
, Xiaoyuan Yi,
Xing Xie
,
Jia Jia
Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement
ACL 2025 ·
Bingbing Xu
,
Jing Yao
, Xiaoyuan Yi,
Aishan Maoliniyazi
,
Xing Xie
,
Xiaofeng Meng
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
ACL 2025 ·
Sooyung Choi
,
Jaehyeok Lee
, Xiaoyuan Yi,
Jing Yao
,
Xing Xie
,
JinYeong Bak
Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation
ACL 2025 ·
Jing Yao
, Xiaoyuan Yi,
Shitong Duan
,
Jindong Wang
,
Yuzhuo Bai
,
Muhua Huang
,
Yang Ou
,
Scarlett Li
,
Peng Zhang
,
Tun Lu
,
Zhicheng Dou
,
Maosong Sun
,
James Evans
,
Xing Xie
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
NeurIPS 2024 ·
Jing Yao
, Xiaoyuan Yi,
Xing Xie
Denevil: towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning
ICLR 2024 ·
Shitong Duan
, Xiaoyuan Yi,
Peng Zhang
,
Tun Lu
,
Xing Xie
,
Ning Gu
Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization
ACM MM 2024 ·
Xingqi Wang
, Xiaoyuan Yi,
Xing Xie
,
Jia Jia
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
EMNLP 2024 ·
Shitong Duan
, Xiaoyuan Yi,
Peng Zhang
,
Yan Liu
,
Zheng Liu
,
Tun Lu
,
Xing Xie
,
Ning Gu
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
IJCAI 2024 ·
Xinpeng Wang
,
Shitong Duan
, Xiaoyuan Yi,
Jing Yao
,
Shanlin Zhou
,
Zhihua Wei
,
Peng Zhang
,
Dongkuan Xu
,
Maosong Sun
,
Xing Xie
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value
NAACL 2024 ·
Jing Yao
, Xiaoyuan Yi,
Yifan Gong
,
Xiting Wang
,
Xing Xie