RUCIR at the NTCIR-15 WWW-3 Task. - Xiaochen Zuo; Jing Yao 003; Zhicheng Dou (NTCIR, 2020)

Employing Personal Word Embeddings for Personalized Search. - Jing Yao 003; Zhicheng Dou; Ji-Rong Wen (SIGIR, 2020)

RLPer: A Reinforcement Learning Model for Personalized Search. - Jing Yao 003; Zhicheng Dou; Jun Xu 001; Ji-Rong Wen (WWW, 2020)

USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence. - Jing Yao 003; Zhicheng Dou; Ruobing Xie; Yanxiong Lu; Zhiping Wang; Ji-Rong Wen (CIKM, 2021)

FedPS: A Privacy Protection Enhanced Personalized Search Framework. - Jing Yao 003; Zhicheng Dou; Ji-Rong Wen (WWW, 2021)

Learning to Select Historical News Articles for Interaction based Neural News Recommendation. - Peitian Zhang; Zhicheng Dou; Jing Yao 003 (CoRR, 2021)

RLPS: A Reinforcement Learning-Based Framework for Personalized Search. - Jing Yao 003; Zhicheng Dou; Jun Xu 001; Ji-Rong Wen (ACM Trans. Inf. Syst., 2021)

DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index. - Yujia Zhou 002; Jing Yao 003; Zhicheng Dou; Ledell Wu; Ji-Rong Wen (CoRR, 2022)

Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer. - Yujia Zhou 002; Jing Yao 003; Zhicheng Dou; Ledell Wu; Peitian Zhang; Ji-Rong Wen (CoRR, 2022)

Looking Back on the Past: Active Learning With Historical Evaluation Results. - Jing Yao 003; Zhicheng Dou; Jian-Yun Nie; Ji-Rong Wen (IEEE Trans. Knowl. Data Eng., 2022)

Clarifying Ambiguous Keywords with Personal Word Embeddings for Personalized Search. - Jing Yao 003; Zhicheng Dou; Ji-Rong Wen (ACM Trans. Inf. Syst., 2022)

Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval. - Peitian Zhang; Zheng Liu 011; Shitao Xiao; Zhicheng Dou; Jing Yao 003 (EMNLP, 2023)

Looking Back on the Past: Active Learning with Historical Evaluation Results : Extended Abstract. - Jing Yao 003; Zhicheng Dou; Jian-Yun Nie; Ji-Rong Wen (ICDE, 2023)

UA-FedRec: Untargeted Attack on Federated News Recommendation. - Jingwei Yi; Fangzhao Wu; Bin Zhu 008; Jing Yao 003; Zhulin Tao; Guangzhong Sun; Xing Xie 001 (KDD, 2023)

Towards Explainable Collaborative Filtering with Taste Clusters Learning. - Yuntao Du 002; Jianxun Lian; Jing Yao 003; Xiting Wang; Mingqi Wu; Lu Chen 001; Yunjun Gao; Xing Xie 001 (WWW, 2023)

Incorporating Explicit Subtopics in Personalized Search. - Shuting Wang 002; Zhicheng Dou; Jing Yao 003; Yujia Zhou 002; Ji-Rong Wen (WWW, 2023)

From Instructions to Intrinsic Human Values - A Survey of Alignment Goals for Big Models. - Jing Yao 003; Xiaoyuan Yi; Xiting Wang; Jindong Wang 001; Xing Xie 001 (CoRR, 2023)

Unpacking the Ethical Value Alignment in Big Models. - Xiaoyuan Yi; Jing Yao 003; Xiting Wang; Xing Xie 001 (CoRR, 2023)

Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values. - Jing Yao 003; Xiaoyuan Yi; Xiting Wang; Yifan Gong 001; Xing Xie 001 (CoRR, 2023)

Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations. - Jing Yao 003; Wei Xu; Jianxun Lian; Xiting Wang; Xiaoyuan Yi; Xing Xie 001 (CoRR, 2023)

RecExplainer: Aligning Large Language Models for Recommendation Model Interpretability. - Yuxuan Lei; Jianxun Lian; Jing Yao 003; Xu Huang 008; Defu Lian; Xing Xie 001 (CoRR, 2023)

DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index. - Yujia Zhou 002; Jing Yao 003; Zhicheng Dou; Ledell Wu; Ji-Rong Wen (Mach. Intell. Res., 2023)

CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor Selection. - Jing Yao 003; Zheng Liu 011; Junhan Yang; Zhicheng Dou; Xing Xie 001; Ji-Rong Wen (ACM Trans. Intell. Syst. Technol., 2023)

On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models. - Xinpeng Wang 001; Shitong Duan; Xiaoyuan Yi; Jing Yao 003; Shanlin Zhou; Zhihua Wei 001; Peng Zhang 060; Dongkuan Xu; Maosong Sun 001; Xing Xie 001 (IJCAI, 2024)

RecExplainer: Aligning Large Language Models for Explaining Recommendation Models. - Yuxuan Lei; Jianxun Lian; Jing Yao 003; Xu Huang 008; Defu Lian; Xing Xie 001 (KDD, 2024)

Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value. - Jing Yao 003; 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 003; Xiaoyuan Yi; Xing Xie 001 (NeurIPS, 2024)

Aligning Language Models for Versatile Text-based Item Retrieval. - Yuxuan Lei; Jianxun Lian; Jing Yao 003; Mingqi Wu; Defu Lian; Xing Xie 001 (WWW (Companion Volume), 2024)

RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems. - Jianxun Lian; Yuxuan Lei; Xu Huang 008; Jing Yao 003; Wei Xu; Xing Xie 001 (WWW (Companion Volume), 2024)

Uncovering Safety Risks in Open-source LLMs through Concept Activation Vector. - Zhihao Xu 003; Ruixuan Huang; Xiting Wang; Fangzhao Wu; Jing Yao 003; 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 003; 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 003; Jianxun Lian; Muhua Huang; Shitong Duan; JinYeong Bak; Xing Xie 001 (CoRR, 2024)

WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm. - Yujia Zhou 002; Jing Yao 003; Ledell Wu; Zhicheng Dou; Ji-Rong Wen (IEEE Trans. Knowl. Data Eng., 2024)

ROGER: Ranking-Oriented Generative Retrieval. - Yujia Zhou 002; Jing Yao 003; Zhicheng Dou; Yiteng Tu; Ledell Wu; Tat-Seng Chua; Ji-Rong Wen (ACM Trans. Inf. Syst., 2024)

Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation. - Jing Yao 003; Xiaoyuan Yi; Shitong Duan; Jindong Wang 001; Yuzhuo Bai; Muhua Huang; Yang Ou; Scarlett Li; Peng Zhang 060; Tun Lu; Zhicheng Dou; Maosong Sun 001; et al. (ACL (3), 2025)

Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights. - Sooyung Choi; Jaehyeok Lee; Xiaoyuan Yi; Jing Yao 003; 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 003; Xiaoyuan Yi; Aishan Maoliniyazi; Xing Xie 001; Xiaofeng Meng 001 (ACL (1), 2025)

MoVa: Towards Generalizable Classification of Human Morals and Values. - Ziyu Chen; Junfei Sun; Chenxi Li; Tuan Dung Nguyen; Jing Yao 003; Xiaoyuan Yi; Xing Xie 001; Chenhao Tan; Lexing Xie (EMNLP, 2025)

Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models. - Hanze Guo; Jing Yao 003; Xiao Zhou 005; Xiaoyuan Yi; Xing Xie 001 (NeurIPS, 2025)

Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values. - Jing Yao 003; 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)

Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity. - HyunJin Kim; Xiaoyuan Yi; Jing Yao 003; Muhua Huang; JinYeong Bak; James Evans; Xing Xie 001 (CoRR, 2025)

CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization. - Jing Yao 003; Xiaoyuan Yi; Jindong Wang 001; Zhicheng Dou; Xing Xie 001 (CoRR, 2025)

AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference. - Shitong Duan; Xiaoyuan Yi; Peng Zhang 060; Dongkuan Xu; Jing Yao 003; Tun Lu; Ning Gu 001; Xing Xie 001 (CoRR, 2025)

Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations. - Xu Huang 008; Jianxun Lian; Yuxuan Lei; Jing Yao 003; Defu Lian; Xing Xie 001 (ACM Trans. Inf. Syst., 2025)

Neural Recommendation Reasoning with Logic Rules. - Jing Yao 003; Xiting Wang; Jianxun Lian; Xiaoyuan Yi; Xing Xie 001 (ACM Trans. Inf. Syst., 2025)

MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation. - Weihua Zheng; Zhengyuan Liu; Tanmoy Chakraborty 002; Weiwen Xu; Xiaoxue Gao; Bryan Chen Zhengyu Tan; Bowei Zou; Chang Liu 071; Yujia Hu; Xing Xie 001; Xiaoyuan Yi; Jing Yao 003; et al. (CoRR, 2025)

IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization. - Yuzhuo Bai; Shitong Duan; Muhua Huang; Jing Yao 003; Zhenghao Liu 001; Peng Zhang 060; Tun Lu; Xiaoyuan Yi; Maosong Sun 001; Xing Xie 001 (AAAI, 2026)

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 003; Xiaoyuan Yi; Xing Xie 001 (AAAI, 2026)

Influence-based Online Experience Selection for Effective RLHF. - Yifan Gong 001; Jing Yao 003; Xiting Wang; Xunlong Wang; Xiaoyuan Yi; Xing Xie (ACL (1), 2026)

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 003; Xing Xie 001; Nancy F. Chen; Roy Ka-Wei Lee (ACL (1), 2026)

MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation. - Weihua Zheng; Zhengyuan Liu; Tanmoy Chakraborty 002; Weiwen Xu; Xiaoxue Gao; Bryan Chen Zhengyu Tan; Bowei Zou; Chang Liu 071; Yujia Hu; Xing Xie 001; Xiaoyuan Yi; Jing Yao 003; et al. (ACL (1), 2026)

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities. - Xiangxu Zhang; Jiamin Wang; Qinlin Zhao; Hanze Guo; Linzhuo Li; Jing Yao 003; Xiao Zhou 005; Xiaoyuan Yi; Xing Xie 001 (CoRR, 2026)

Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook. - Jaehyeok Lee; Xiaoyuan Yi; Jing Yao 003; Hyunjin Hwang; Roy Ka-Wei Lee; Xing Xie 001; JinYeong Bak (CoRR, 2026)