Jing Yao

Researcher

论文与出版物

查看方式：

- Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs
  
  JianKui Zhou, Jing Yao, Xiaoyuan Yi, Peng Zhang, Ning Gu, Zhan Hu, Xing Xie, Tun Lu
  
  ICML 2026 | June 2026
  
  Publication
- Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
  
  Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities
  
  Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization
  
  Jing Yao, Xiaoyuan Yi, Jindong Wang, Zhicheng Dou, Xing Xie
  
  ICML 2026 | March 2026
  
  Publication
- Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
  
  Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
  
  NeurIPS 2025 | October 2025
  
  Publication
- AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference
  
  Shitong Duan, Xiaoyuan Yi, Peng Zhang, Dongkuan Xu, Jing Yao, Tun Lu, Ning Gu, Xing Xie
  
  ICLR 2026 | May 2025
  
  DOI Publication
- CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
  
  Jing Yao, Xiaoyuan Yi, Xing Xie
  
  NeurIPS 2024 | July 2024
  
  DOI Publication Publication
- 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 2024 | March 2024
  
  DOI Publication
- Towards Explainable Collaborative Filtering with Taste Clusters Learning
  
  Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
  
  the Web Conference 2023 | April 2023
  
  Publication
- USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
  
  Jing Yao, Zhicheng Dou, Ruobing Xie, Ji-Rong Wehn
  
  Conference on Information and Knowledge Management | November 2021
  
  Publication
- FedPS: A Privacy Protection Enhanced Personalized Search Framework
  
  Jing Yao, Zhicheng Dou, Ji-Rong Wen
  
  The Web Conference | April 2021
  
  Publication
- Employing Personal Word Embeddings for Personalized Search
  
  Jing Yao, Zhicheng Dou, Ji-Rong Wen
  
  International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2020
  
  Publication
- RLPer: A reinforcement learning model for personalized search
  
  Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
  
  The Web Conference | April 2020
  
  Publication

- Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs
  
  JianKui Zhou, Jing Yao, Xiaoyuan Yi, Peng Zhang, Ning Gu, Zhan Hu, Xing Xie, Tun Lu
  
  ICML 2026 | June 2026
  
  Publication
- Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
  
  Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities
  
  Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization
  
  Jing Yao, Xiaoyuan Yi, Jindong Wang, Zhicheng Dou, Xing Xie
  
  ICML 2026 | March 2026
  
  Publication
- Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
  
  Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
  
  NeurIPS 2025 | October 2025
  
  Publication
- AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference
  
  Shitong Duan, Xiaoyuan Yi, Peng Zhang, Dongkuan Xu, Jing Yao, Tun Lu, Ning Gu, Xing Xie
  
  ICLR 2026 | May 2025
  
  DOI Publication
- CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
  
  Jing Yao, Xiaoyuan Yi, Xing Xie
  
  NeurIPS 2024 | July 2024
  
  DOI Publication Publication
- 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 2024 | March 2024
  
  DOI Publication
- USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
  
  Jing Yao, Zhicheng Dou, Ruobing Xie, Ji-Rong Wehn
  
  Conference on Information and Knowledge Management | November 2021
  
  Publication
- FedPS: A Privacy Protection Enhanced Personalized Search Framework
  
  Jing Yao, Zhicheng Dou, Ji-Rong Wen
  
  The Web Conference | April 2021
  
  Publication
- Employing Personal Word Embeddings for Personalized Search
  
  Jing Yao, Zhicheng Dou, Ji-Rong Wen
  
  International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2020
  
  Publication
- RLPer: A reinforcement learning model for personalized search
  
  Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
  
  The Web Conference | April 2020
  
  Publication
- Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities
  
  Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization
  
  Jing Yao, Xiaoyuan Yi, Jindong Wang, Zhicheng Dou, Xing Xie
  
  ICML 2026 | March 2026
  
  Publication
- 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 2024 | March 2024
  
  DOI Publication
- Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
  
  Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Towards Explainable Collaborative Filtering with Taste Clusters Learning
  
  Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
  
  the Web Conference 2023 | April 2023
  
  Publication
- USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
  
  Jing Yao, Zhicheng Dou, Ruobing Xie, Ji-Rong Wehn
  
  Conference on Information and Knowledge Management | November 2021
  
  Publication
- FedPS: A Privacy Protection Enhanced Personalized Search Framework
  
  Jing Yao, Zhicheng Dou, Ji-Rong Wen
  
  The Web Conference | April 2021
  
  Publication
- Employing Personal Word Embeddings for Personalized Search
  
  Jing Yao, Zhicheng Dou, Ji-Rong Wen
  
  International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2020
  
  Publication
- RLPer: A reinforcement learning model for personalized search
  
  Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
  
  The Web Conference | April 2020
  
  Publication

- Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs
  
  JianKui Zhou, Jing Yao, Xiaoyuan Yi, Peng Zhang, Ning Gu, Zhan Hu, Xing Xie, Tun Lu
  
  ICML 2026 | June 2026
  
  Publication
- CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization
  
  Jing Yao, Xiaoyuan Yi, Jindong Wang, Zhicheng Dou, Xing Xie
  
  ICML 2026 | March 2026
  
  Publication
- Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
  
  Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
  
  NeurIPS 2025 | October 2025
  
  Publication
- AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference
  
  Shitong Duan, Xiaoyuan Yi, Peng Zhang, Dongkuan Xu, Jing Yao, Tun Lu, Ning Gu, Xing Xie
  
  ICLR 2026 | May 2025
  
  DOI Publication
- CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
  
  Jing Yao, Xiaoyuan Yi, Xing Xie
  
  NeurIPS 2024 | July 2024
  
  DOI Publication Publication
- 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 2024 | March 2024
  
  DOI Publication
- Towards Explainable Collaborative Filtering with Taste Clusters Learning
  
  Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
  
  the Web Conference 2023 | April 2023
  
  Publication
- USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
  
  Jing Yao, Zhicheng Dou, Ruobing Xie, Ji-Rong Wehn
  
  Conference on Information and Knowledge Management | November 2021
  
  Publication
- FedPS: A Privacy Protection Enhanced Personalized Search Framework
  
  Jing Yao, Zhicheng Dou, Ji-Rong Wen
  
  The Web Conference | April 2021
  
  Publication
- Employing Personal Word Embeddings for Personalized Search
  
  Jing Yao, Zhicheng Dou, Ji-Rong Wen
  
  International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2020
  
  Publication
- RLPer: A reinforcement learning model for personalized search
  
  Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
  
  The Web Conference | April 2020
  
  Publication
- Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
  
  Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities
  
  Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie
  
  April 2026
  
  arXiv | April 2026
  
  Publication

Jing Yao

论文与出版物

Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs

Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities

CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization

Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models

AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference

CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses

On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models

Towards Explainable Collaborative Filtering with Taste Clusters Learning

USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence

FedPS: A Privacy Protection Enhanced Personalized Search Framework

Employing Personal Word Embeddings for Personalized Search

RLPer: A reinforcement learning model for personalized search

Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs

Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities

CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization

Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models

AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference

CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses

On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models

USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence

FedPS: A Privacy Protection Enhanced Personalized Search Framework

Employing Personal Word Embeddings for Personalized Search

RLPer: A reinforcement learning model for personalized search

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities

CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization

On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models

Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment

Towards Explainable Collaborative Filtering with Taste Clusters Learning

USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence

FedPS: A Privacy Protection Enhanced Personalized Search Framework

Employing Personal Word Embeddings for Personalized Search

RLPer: A reinforcement learning model for personalized search

Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs

CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization

Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models

AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference

CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses

On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models

Towards Explainable Collaborative Filtering with Taste Clusters Learning

USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence

FedPS: A Privacy Protection Enhanced Personalized Search Framework

Employing Personal Word Embeddings for Personalized Search

RLPer: A reinforcement learning model for personalized search

Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities