CS
Chenglei Shen
cs.IRcs.CLcs.AIcs.LGcs.CV
On Valency
published · living versionsW_nf2ak5em·v1 · currentpublished
PROSE: Preservation-Constrained Selective Editing for Guilty Bias in Legal Judgment Prediction
with Yimeng Wang, Zeyuan Tian, Xinyu Wang, Danyang Gao +3
1 version
W_ecadrrut·v1published
Preprints & journals
14 papers in the corpus · 2023–2026Learning from Repaired Reasoning: Root-Cause-Guided On-Policy Distillation2610.03515v1 · Chenglei Shen, Haoyang Yao, Weijie Yu et al.2026 · 0 citationsarXiv
X-Rec Technical Report2609.29180v1 · Chenglei Shen, Chenzhe Huang, Dong Jiang et al.2026 · 0 citationsarXiv
Allocate Before You Embed: Adaptive Visual Input Allocation for Video Embeddings2609.01778v1 · Song Jin, Zhongtao Jiang, Chenglei Shen et al.2026 · 0 citationsarXiv
GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items2603.14259v2 · Chenglei Shen, Teng Shi, Weijie Yu et al.2026 · 0 citationsarXiv
Enhancing Bandit Algorithms with LLMs for Time-varying User Preferences in Streaming Recommendations2602.08067v1 · Chenglei Shen, Yi Zhan, Weijie Yu et al.2026 · 1 citationarXiv
When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs2601.11000v1 · Zhongxiang Sun, Yi Zhan, Chenglei Shen et al.2026 · 0 citationsarXiv
Balancing Stylization and Truth via Disentangled Representation Steering2508.04530v2 · Chenglei Shen, Zhongxiang Sun, Teng Shi et al.2025 · 0 citationsarXiv
Similarity = Value? Consultation Value Assessment and Alignment for Personalized Search2506.14437v1 · Weicong Qin, Yi Xu, Weijie Yu et al.2025 · 0 citationsarXiv
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment2503.01711v4 · Weicong Qin, Yi Xu, Weijie Yu et al.2025 · 2 citationsarXiv
Paragon: Parameter Generation for Controllable Multi-Task Recommendation2410.10639v2 · Chenglei Shen, Jiahao Zhao, Xiao Zhang et al.2024 · 1 citationarXiv
MoRE: A Mixture of Reflectors Framework for Large Language Model-Based Sequential Recommendation2409.06377v2 · Weicong Qin, Yi Xu, Weijie Yu et al.2024 · 1 citationarXiv
A Survey of Controllable Learning: Methods and Applications in Information Retrieval2407.06083v3 · Chenglei Shen, Xiao Zhang, Teng Shi et al.2024 · 4 citationsarXiv
On the Decision-Making Abilities in Role-Playing using Large Language Models2402.18807v1 · Chenglei Shen, Guofu Xie, Xiao Zhang et al.2024 · 0 citationsarXiv
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation2308.08497v1 · Chenglei Shen, Xiao Zhang, Wei Wei et al.2023 · 17 citationsarXiv
Career total: 21 works. 14 are in this corpus.
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