Jing Yao

60 papers A* 14A 1Journal 38Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization.
AAAI
Yuzhuo Bai, Shitong Duan, Muhua Huang, Jing Yao, Zhenghao Liu, Peng Zhang, Tun Lu, Xiaoyuan Yi, Maosong Sun, Xing Xie
2026 A* conf
MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions.
AAAI
Yanxu Zhu, Shitong Duan, Xiangxu Zhang, Jitao Sang, Peng Zhang, Tun Lu, Xiao Zhou, Jing Yao, Xiaoyuan Yi, Xing Xie
2025 J jnl
AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference.
CoRR
Shitong Duan, Xiaoyuan Yi, Peng Zhang, Dongkuan Xu, Jing Yao, Tun Lu, Ning Gu, Xing Xie
2025 J jnl
CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization.
CoRR
Jing Yao, Xiaoyuan Yi, Jindong Wang, Zhicheng Dou, Xing Xie
2025 J jnl
Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models.
CoRR
Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
2025 J jnl
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization.
CoRR
Yuzhuo Bai, Shitong Duan, Muhua Huang, Jing Yao, Zhenghao Liu, Peng Zhang, Tun Lu, Xiaoyuan Yi, Maosong Sun, Xing Xie
2025 J jnl
MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation.
CoRR
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
2025 J jnl
MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions.
CoRR
Yanxu Zhu, Shitong Duan, Xiangxu Zhang, Jitao Sang, Peng Zhang, Tun Lu, Xiao Zhou, Jing Yao, Xiaoyuan Yi, Xing Xie
2025 A* conf
MoVa: Towards Generalizable Classification of Human Morals and Values.
EMNLP
Ziyu Chen, Junfei Sun, Chenxi Li, Tuan Dung Nguyen, Jing Yao, Xiaoyuan Yi, Xing Xie, Chenhao Tan, Lexing Xie
2025 J jnl
MoVa: Towards Generalizable Classification of Human Morals and Values.
CoRR
Ziyu Chen, Junfei Sun, Chenxi Li, Tuan Dung Nguyen, Jing Yao, Xiaoyuan Yi, Xing Xie, Chenhao Tan, Lexing Xie
2025 J jnl
Neural Recommendation Reasoning with Logic Rules.
ACM Trans. Inf. Syst.
Jing Yao, Xiting Wang, Jianxun Lian, Xiaoyuan Yi, Xing Xie
2025 J jnl
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.
ACM Trans. Inf. Syst.
Xu Huang, Jianxun Lian, Yuxuan Lei, Jing Yao, Defu Lian, Xing Xie
2025 J jnl
Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity.
CoRR
HyunJin Kim, Xiaoyuan Yi, Jing Yao, Muhua Huang, JinYeong Bak, James Evans, Xing Xie
2025 — conf
Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement.
ACL (1)
Bingbing Xu, Jing Yao, Xiaoyuan Yi, Aishan Maoliniyazi, Xing Xie, Xiaofeng Meng
2025 — conf
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights.
ACL (1)
Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Xing Xie, JinYeong Bak
2025 J jnl
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights.
CoRR
Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Xing Xie, JinYeong Bak
2025 — conf
Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation.
ACL (3)
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
2025 J jnl
Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values.
CoRR
Jing Yao, Xiaoyuan Yi, Shitong Duan, Jindong Wang, Yuzhuo Bai, Muhua Huang, Peng Zhang, Tun Lu, Zhicheng Dou, Maosong Sun, Xing Xie
2024 — conf
Aligning Language Models for Versatile Text-based Item Retrieval.
WWW (Companion Volume)
Yuxuan Lei, Jianxun Lian, Jing Yao, Mingqi Wu, Defu Lian, Xing Xie
2024 J jnl
Aligning Language Models for Versatile Text-based Item Retrieval.
CoRR
Yuxuan Lei, Jianxun Lian, Jing Yao, Mingqi Wu, Defu Lian, Xing Xie
2024 A* conf
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses.
NeurIPS
Jing Yao, Xiaoyuan Yi, Xing Xie
2024 J jnl
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses.
CoRR
Jing Yao, Xiaoyuan Yi, Xing Xie
2024 J jnl
Elephant in the Room: Unveiling the Impact of Reward Model Quality in Alignment.
CoRR
Yan Liu, Xiaoyuan Yi, Xiaokang Chen, Jing Yao, Jingwei Yi, Daoguang Zan, Zheng Liu, Xing Xie, Tsung-Yi Ho
2024 A* conf
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models.
IJCAI
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie
2024 J jnl
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models.
CoRR
Xinpeng Wang, Shitong Duan, Xiaoyuan Yi, Jing Yao, Shanlin Zhou, Zhihua Wei, Peng Zhang, Dongkuan Xu, Maosong Sun, Xing Xie
2024 J jnl
ROGER: Ranking-Oriented Generative Retrieval.
ACM Trans. Inf. Syst.
Yujia Zhou, Jing Yao, Zhicheng Dou, Yiteng Tu, Ledell Wu, Tat-Seng Chua, Ji-Rong Wen
2024 — conf
RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems.
WWW (Companion Volume)
Jianxun Lian, Yuxuan Lei, Xu Huang, Jing Yao, Wei Xu, Xing Xie
2024 J jnl
RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems.
CoRR
Jianxun Lian, Yuxuan Lei, Xu Huang, Jing Yao, Wei Xu, Xing Xie
2024 A* conf
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models.
KDD
Yuxuan Lei, Jianxun Lian, Jing Yao, Xu Huang, Defu Lian, Xing Xie
2024 J jnl
The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment.
CoRR
HyunJin Kim, Xiaoyuan Yi, Jing Yao, Jianxun Lian, Muhua Huang, Shitong Duan, JinYeong Bak, Xing Xie
2024 J jnl
Uncovering Safety Risks in Open-source LLMs through Concept Activation Vector.
CoRR
Zhihao Xu, Ruixuan Huang, Xiting Wang, Fangzhao Wu, Jing Yao, Xing Xie
2024 — conf
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value.
NAACL-HLT
Jing Yao, Xiaoyuan Yi, Yifan Gong, Xiting Wang, Xing Xie
2024 J jnl
WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm.
IEEE Trans. Knowl. Data Eng.
Yujia Zhou, Jing Yao, Ledell Wu, Zhicheng Dou, Ji-Rong Wen
2023 J jnl
CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor Selection.
ACM Trans. Intell. Syst. Technol.
Jing Yao, Zheng Liu, Junhan Yang, Zhicheng Dou, Xing Xie, Ji-Rong Wen
2023 J jnl
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index.
Mach. Intell. Res.
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen
2023 J jnl
From Instructions to Intrinsic Human Values - A Survey of Alignment Goals for Big Models.
CoRR
Jing Yao, Xiaoyuan Yi, Xiting Wang, Jindong Wang, Xing Xie
2023 A* conf
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval.
EMNLP
Peitian Zhang, Zheng Liu, Shitao Xiao, Zhicheng Dou, Jing Yao
2023 A* conf
Incorporating Explicit Subtopics in Personalized Search.
WWW
Shuting Wang, Zhicheng Dou, Jing Yao, Yujia Zhou, Ji-Rong Wen
2023 J jnl
Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations.
CoRR
Jing Yao, Wei Xu, Jianxun Lian, Xiting Wang, Xiaoyuan Yi, Xing Xie
2023 A* conf
Looking Back on the Past: Active Learning with Historical Evaluation Results : Extended Abstract.
ICDE
Jing Yao, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
2023 J jnl
RecExplainer: Aligning Large Language Models for Recommendation Model Interpretability.
CoRR
Yuxuan Lei, Jianxun Lian, Jing Yao, Xu Huang, Defu Lian, Xing Xie
2023 J jnl
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.
CoRR
Xu Huang, Jianxun Lian, Yuxuan Lei, Jing Yao, Defu Lian, Xing Xie
2023 A* conf
Towards Explainable Collaborative Filtering with Taste Clusters Learning.
WWW
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
2023 J jnl
Towards Explainable Collaborative Filtering with Taste Clusters Learning.
CoRR
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
2023 A* conf
UA-FedRec: Untargeted Attack on Federated News Recommendation.
KDD
Jingwei Yi, Fangzhao Wu, Bin Zhu, Jing Yao, Zhulin Tao, Guangzhong Sun, Xing Xie
2023 J jnl
Unpacking the Ethical Value Alignment in Big Models.
CoRR
Xiaoyuan Yi, Jing Yao, Xiting Wang, Xing Xie
2023 J jnl
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values.
CoRR
Jing Yao, Xiaoyuan Yi, Xiting Wang, Yifan Gong, Xing Xie
2022 J jnl
CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor Selection.
CoRR
Jing Yao, Zheng Liu, Junhan Yang, Zhicheng Dou, Xing Xie, Ji-Rong Wen
2022 J jnl
Clarifying Ambiguous Keywords with Personal Word Embeddings for Personalized Search.
ACM Trans. Inf. Syst.
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2022 J jnl
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index.
CoRR
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen
2022 J jnl
Looking Back on the Past: Active Learning With Historical Evaluation Results.
IEEE Trans. Knowl. Data Eng.
Jing Yao, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
2022 J jnl
Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer.
CoRR
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Peitian Zhang, Ji-Rong Wen
2021 A* conf
FedPS: A Privacy Protection Enhanced Personalized Search Framework.
WWW
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2021 J jnl
Learning to Select Historical News Articles for Interaction based Neural News Recommendation.
CoRR
Peitian Zhang, Zhicheng Dou, Jing Yao
2021 J jnl
RLPS: A Reinforcement Learning-Based Framework for Personalized Search.
ACM Trans. Inf. Syst.
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
2021 A conf
USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence.
CIKM
Jing Yao, Zhicheng Dou, Ruobing Xie, Yanxiong Lu, Zhiping Wang, Ji-Rong Wen
2021 J jnl
USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence.
CoRR
Jing Yao, Zhicheng Dou, Ruobing Xie, Yanxiong Lu, Zhiping Wang, Ji-Rong Wen
2020 A* conf
Employing Personal Word Embeddings for Personalized Search.
SIGIR
Jing Yao, Zhicheng Dou, Ji-Rong Wen
2020 A* conf
RLPer: A Reinforcement Learning Model for Personalized Search.
WWW
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
2020 — conf
RUCIR at the NTCIR-15 WWW-3 Task.
NTCIR
Xiaochen Zuo, Jing Yao, Zhicheng Dou