Chenglei Shen

23 papers A* 1A 3Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of controllable learning: methods and applications in information retrieval.
Frontiers Comput. Sci.
Chenglei Shen, Xiao Zhang, Teng Shi, Changshuo Zhang, Guofu Xie, Jun Xu, Ming He, Jianping Fan
2026 J jnl
Bringing Model Editing to Generative Recommendation in Cold-Start Scenarios.
CoRR
Chenglei Shen, Teng Shi, Weijie Yu, Xiao Zhang, Jun Xu
2026 J jnl
Enhancing Bandit Algorithms with LLMs for Time-varying User Preferences in Streaming Recommendations.
CoRR
Chenglei Shen, Yi Zhan, Weijie Yu, Xiao Zhang, Jun Xu
2026 J jnl
Enhancing Bandit Algorithms with LLMs for Time-varying User Preferences in Streaming Recommendations.
ACM Trans. Inf. Syst.
Chenglei Shen, Yi Zhan, Weijie Yu, Xiao Zhang, Jun Xu
2026 J jnl
When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs.
CoRR
Zhongxiang Sun, Yi Zhan, Chenglei Shen, Weijie Yu, Xiao Zhang, Ming He, Jun Xu
2025 J jnl
Balancing Stylization and Truth via Disentangled Representation Steering.
CoRR
Chenglei Shen, Zhongxiang Sun, Teng Shi, Xiao Zhang, Jun Xu
2025 J jnl
LLaDA-Rec: Discrete Diffusion for Parallel Semantic ID Generation in Generative Recommendation.
CoRR
Teng Shi, Chenglei Shen, Weijie Yu, Shen Nie, Chongxuan Li, Xiao Zhang, Ming He, Yan Han, Jun Xu
2025 — conf
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment.
ACL (1)
Weicong Qin, Yi Xu, Weijie Yu, Chenglei Shen, Ming He, Jianping Fan, Xiao Zhang, Jun Xu
2025 J jnl
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment.
CoRR
Weicong Qin, Yi Xu, Weijie Yu, Chenglei Shen, Ming He, Jianping Fan, Xiao Zhang, Jun Xu
2025 A conf
MoRE: A Mixture of Reflectors Framework for Large Language Model-Based Sequential Recommendation.
RecSys
Weicong Qin, Yi Xu, Weijie Yu, Chenglei Shen, Xiao Zhang, Ming He, Jianping Fan, Jun Xu
2025 A conf
Paragon: Parameter Generation for Controllable Multi-Task Recommendation.
RecSys
Chenglei Shen, Jiahao Zhao, Xiao Zhang, Weijie Yu, Ming He, Jianping Fan
2025 J jnl
Similarity = Value? Consultation Value Assessment and Alignment for Personalized Search.
CoRR
Weicong Qin, Yi Xu, Weijie Yu, Teng Shi, Chenglei Shen, Ming He, Jianping Fan, Xiao Zhang, Jun Xu
2025 A* conf
Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search.
EMNLP
Weicong Qin, Yi Xu, Weijie Yu, Teng Shi, Chenglei Shen, Ming He, Jianping Fan, Xiao Zhang, Jun Xu
2024 J jnl
A Survey of Controllable Learning: Methods and Applications in Information Retrieval.
CoRR
Chenglei Shen, Xiao Zhang, Teng Shi, Changshuo Zhang, Guofu Xie, Jun Xu
2024 J jnl
Enhancing Sequential Recommendations through Multi-Perspective Reflections and Iteration.
CoRR
Weicong Qin, Yi Xu, Weijie Yu, Chenglei Shen, Xiao Zhang, Ming He, Jianping Fan, Jun Xu
2024 J jnl
Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation.
CoRR
Chenglei Shen, Jiahao Zhao, Xiao Zhang, Weijie Yu, Ming He, Jianping Fan
2024 J jnl
On the Decision-Making Abilities in Role-Playing using Large Language Models.
CoRR
Chenglei Shen, Guofu Xie, Xiao Zhang, Jun Xu
2023 A conf
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation.
CIKM
Chenglei Shen, Xiao Zhang, Wei Wei, Jun Xu
2023 J jnl
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation.
CoRR
Chenglei Shen, Xiao Zhang, Wei Wei, Jun Xu
2010 — conf
A study on spatial accessibility based on urban metro traffic: A case study of Xinjiekou in Nanjing.
Geoinformatics
Chenxi Zhang, Manchun Li, Feixue Li, Chenglei Shen, Jieli Chen
2010 — conf
Application of Adaboost based ensemble SVM on IKONOS image classification.
Geoinformatics
Chengming Liu, Manchun Li, Yongxue Liu, Jieli Chen, Chenglei Shen
2010 — conf
Spatio-temporal Geo-Informatic Tupu for urban growth in Nanjing city.
Geoinformatics
Feixue Li, Manchun Li, Jian Liang, Chenglei Shen
2010 — conf
Study on urban green space extraction from QUICKBIRD imagery based on decision tree.
Geoinformatics
Chenglei Shen, Manchun Li, Feixue Li, Jieli Chen, Yili Lu