default author photo

Lei Guo

Shandong Normal University

Jinan

China

  • Shandong Normal University

SCHOLARLY PAPERS

5

DOWNLOADS

160

TOTAL CITATIONS

1

Scholarly Papers (5)

Actions:
Email selected abstracts
1.

Future-Aware User Intent Modeling with Knowledge Distillation for Sequential Recommendation

Number of pages: 37 Posted: 26 May 2025
Xinhua Wang, Xiaodi Liu, Wensheng Sun, Guiyuan Jiang, Feng Yuan and Lei Guo
Shandong Normal University, Shandong Normal University, affiliation not provided to SSRN, Ocean University of China, Shandong Management University and Shandong Normal University
Downloads 47 (1,109,210)

Abstract:

Loading...

Sequential Recommendation, Future preference modeling, Dual-sequence learning, User behavior noise suppression, knowledge distillation

2.

Collaborating with Top Scientists May Not Improve Paper Novelty: A Causal Analysis Based on the Propensity Score Matching Method

Number of pages: 17 Posted: 12 Apr 2024
Linlin Ren, Lei Guo, Hui Yu, Feng Guo, Xinhua Wang and Xiaohui Han
Shandong Normal University, Shandong Normal University, Shandong Normal University, Liaocheng University, Shandong Normal University and Qilu University of Technology
Downloads 47 (1,097,529)

Abstract:

Loading...

Scientific cooperation, Top scientists, Paper novelty, Propensity score matching, Casual analysis

3.

Do Scholars' Collaborative Tendencies Impact the Quality of Their Publications? A Generalized Propensity Score Matching Analysis

Number of pages: 16 Posted: 19 Jun 2023
Qiuling Liu, Lei Guo, Yiping Sun, Linlin Ren, Xinhua Wang and Xiaohui Han
Shandong Normal University, Shandong Normal University, affiliation not provided to SSRN, Shandong Normal University, Shandong Normal University and Qilu University of Technology
Downloads 39 (1,196,171)
Citation 1

Abstract:

Loading...

Cooperation modeGeneralized propensity score matchingCasual relationshipOptimal participation tendenciesCollaborative tendencies

4.

Adaptive Semantic Graph Transfer Learning for Non-Overlapping Cross-Domain Recommendation

Number of pages: 31 Posted: 03 Jul 2025
Chenlong Song, Lei Zhu, Wensheng Sun, Guiyuan Jiang, Peiyu Liu and Lei Guo
Shandong Normal University, Shandong Normal University, affiliation not provided to SSRN, Ocean University of China, Shandong Normal University and Shandong Normal University
Downloads 23 (1,411,822)

Abstract:

Loading...

cross-domain recommendation, Non-overlapping Cross-domain Recommendation, recommender system

5.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation

Number of pages: 20 Posted: 09 Jun 2026
Hongyun Yang, Shicheng Wang, Xinhua Wang, Xinchang Zhang, Hui Liu and Lei Guo
Shandong Normal University, Shandong Normal University, Shandong Normal University, Qilu University of Technology, Shandong University of Finance and Economics and Shandong Normal University
Downloads 4

Abstract:

Loading...

Cross-Domain Recommendation, User Behavior Modeling, Federated Learning