VLDB 2026 Research / reviewers in the wild / expert
Shuaiyong Xiao
dblp:244/9003
· DBLP profile ↗
11ranked-venue papers
2as first author
11since 2021 · last 2026
0000-0002-9113-1414ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 8 · 1 first-author · 8 since 2021Databases, data management, data science and information retrieval · 3 · 1 first-author · 3 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Distinguishing good from bad in federated learning: A novel data fraud detection method using prototype learning and variational autoencoder
Zongxiang Zhang, Shuaiyong Xiao |
Decis. Support Syst. | 4 |
| 2026 | Tell popular from unpopular: A popularity-guided bipolar multimodal interactive prototype learning method for micro-video popularity prediction
Tan Cheng, Xulei Jin, Shuaiyong Xiao, Bei Jin |
Expert Syst. Appl. | 3 |
| 2026 | Uncovering the role of reviewer heterogeneity in customer needs identification and customer satisfaction improvement: A perspective from target customers
Lu Li 0011, Shuaiyong Xiao |
Inf. Process. Manag. | 5 |
| 2026 | FedHPLP: A novel redundancy-aware aggregation method for horizontal federated learning
Tan Cheng, Xulei Jin, Zongxiang Zhang, Shuaiyong Xiao, Wanying Chen |
Knowl. Based Syst. | 5 |
| 2026 | User-centered product defect insight and improvement: Integrating a time-sensitive product knowledge graph with a large language model
Shuaiyong Xiao |
Knowl. Based Syst. | 4 |
| 2025 | Uncertainty-aware augmented generation (UAG): A novel deep learning method for enriching in-conversation user intent toward improved LLM generation
Xulei Jin, Tan Cheng, Shuaiyong Xiao |
Decis. Support Syst. | 4 |
| 2025 | Predicting reward-based crowdfunding success with multimodal data: A theory-guided framework
Liqian Bao, Zongxi Liu, Shuaiyong Xiao, Huimin Zhao 0003 |
Inf. Manag. | 4 |
| 2024 | FedDQA: A novel regularization-based deep learning method for data quality assessment in federated learning
Zongxiang Zhang, Yunjie Calvin Xu, Shuaiyong Xiao |
Decis. Support Syst. | 6 |
| 2024 | On the consensus of synchronous temporal and spatial views: A novel multimodal deep learning method for social video prediction
Shuaiyong Xiao, Jianxiong Wang, Runlin Chen |
Inf. Process. Manag. | 1 |
| 2023 | RACL: A robust adaptive contrastive learning method for conversational satisfaction prediction
Xiangge Li, Shuaiyong Xiao, Xianghua Lu |
Pattern Recognit. | 3 |
| 2022 | Complementary or Substitutive? A Novel Deep Learning Method to Leverage Text-image Interactions for Multimodal Review Helpfulness Prediction
Shuaiyong Xiao, Xiangge Li |
Expert Syst. Appl. | 1 |