Xiu Susie Fang

According to our database, Xiu Susie Fang authored at least 36 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DELRec: Distilling Sequential Pattern to Enhance LLMs-Based Sequential Recommendation.

Haoyi Zhang, Guohao Sun, Jinhu Lu, Guanfeng Liu, Xiu Susie Fang

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

Generalizing truth discovery by incorporating multi-truth features.

Xiu Susie Fang, Xianzhi Wang, Quan Z. Sheng, Lina Yao

Computing, May, 2024

Intent Enhanced Self-supervised Hypergraph Learning for Session-Based Recommendation.

Xiu Susie Fang, Yonggang Wu, Jinhu Lu, Xiaoyu Gu, Guohao Sun, Yong Zhan

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Efficient Privacy-Preserving Truth Discovery and Copy Detection in Crowdsourcing.

Xiu Susie Fang, Xinyang Du, Hao Chen, Ziqi Wei, Yong Zhan, Guohao Sun

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Dynamic Confidence-aware Truth Discovery on Unevenly Distributed Data Streams.

Xiu Fang, Hao Chen, Xinyang Du, Ziqi Wei, Yang Zheng, Guohao Sun

Proceedings of the Database Systems for Advanced Applications, 2024

Truth Discovery in Social Sensing Based on Propagation Pattern and Multi-Modal Semantic Consistency Analysis.

Xiu Susie Fang, Haiyan Zhuo, Quan Z. Sheng, Yihong Zhang, Tiancheng Zhu, Xinyang Du, Guohao Sun

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

Evolving Social Media Background Representation with Frequency Weights and Co-Occurrence Graphs.

Yihong Zhang, Xiu Susie Fang, Takahiro Hara

ACM Trans. Knowl. Discov. Data, 2023

Candidate-aware Graph Contrastive Learning for Recommendation.

Wei He, Guohao Sun, Jinhu Lu, Xiu Susie Fang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Contrastive Learning Framework for Dual-Target Cross-Domain Recommendation.

Jinhu Lu, Guohao Sun, Xiu Fang, Jian Yang, Wei He

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Multi-Truth Discovery While Being Aware of Unbalanced Data Distribution.

Xiu Susie Fang, Quan Z. Sheng, Guohao Sun, Shan Chang, Hongya Wang, Jian Yang

Proceedings of the International Joint Conference on Neural Networks, 2023

Real-time Integration of Social Media Background in Dynamic Recommendation Systems.

Yihong Zhang, Xiu Susie Fang, Takahiro Hara

Proceedings of the 2023 SIGIR Workshop on eCommerce co-located with the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), 2023

A Three-Layer Attentional Framework Based on Similar Users for Dual-Target Cross-Domain Recommendation.

Jinhu Lu, Guohao Sun, Xiu Fang, Jian Yang, Wei He

Proceedings of the Database Systems for Advanced Applications, 2023

A Novel Causal Discovery Model for Recommendation System.

Guohao Sun, Huirong Hua, Jinhu Lu, Xiu Fang

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

Truth Discovery Against Disguised Attack Mechanism in Crowdsourcing.

Xiu Fang, Yating Tang, Guohao Sun, Chenling Shen, Hao Chen

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

Truth Discovery of Source Dependency Perception in Dynamic Scenarios.

Xiu Fang, Chenling Shen, Guohao Sun, Hao Chen, Yating Tang

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

Refined Node Type Graph Convolutional Network for Recommendation.

Wei He, Guohao Sun, Jinhu Lu, Xiu Fang, Guanfeng Liu, Jian Yang

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

A Multi-truth Discovery Approach Based on Confidence Interval Estimation of Truths.

Xiu Fang, Chenling Shen, Quan Z. Sheng, Guohao Sun, Yating Tang, Haiyan Zhuo

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

Selecting Workers Wisely for Crowdsourcing When Copiers and Domain Experts Co-exist.

Xiu Fang, Suxin Si, Guohao Sun, Quan Z. Sheng, Wenjun Wu, Kang Wang, Hang Lv

Future Internet, 2022

Resolving Conflicts among Unbalanced Multi-Source Data When Multi-Value Objects Exist.

Xiu Susie Fang, Quan Z. Sheng, Jian Yang, Guohao Sun, Xianzhi Wang, Yihong Zhang

Proceedings of the IEEE INFOCOM 2022, 2022

Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation.

Xiaolin Wang, Guohao Sun, Xiu Fang, Jian Yang, Shoujin Wang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2020

From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth.

Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Wei Emma Zhang, Anne H. H. Ngu, Jian Yang

ACM Trans. Intell. Syst. Technol., 2020

2019

SmartVote: a full-fledged graph-based model for multi-valued truth discovery.

Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Dianhui Chu, Anne H. H. Ngu

World Wide Web, 2019

2018

SNAF: Observation filtering and location inference for event monitoring on twitter.

Yihong Zhang, Claudia Szabo, Quan Z. Sheng, Xiu Susie Fang

World Wide Web, 2018

2017

From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth.

Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Wei Emma Zhang, Anne H. H. Ngu

CoRR, 2017

SmartMTD: A Graph-Based Approach for Effective Multi-Truth Discovery.

Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Anne H. H. Ngu

CoRR, 2017

Value Veracity Estimation for Multi-Truth Objects via a Graph-Based Approach.

Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Anne H. H. Ngu

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Truth Discovery from Conflicting Multi-Valued Objects.

Xiu Susie Fang

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

SourceVote: Fusing Multi-valued Data via Inter-source Agreements.

Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Mahmoud Barhamgi, Lina Yao, Anne H. H. Ngu

Proceedings of the Conceptual Modeling - 36th International Conference, 2017

2016

Empowering Truth Discovery with Multi-Truth Prediction.

Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, Xiaofei Xu, Boualem Benatallah

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Truth Discovery via Exploiting Implications from Multi-Source Data.

Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, Xiaofei Xu, Boualem Benatallah

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

An Ensemble Approach for Better Truth Discovery.

Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015

Classifying Perspectives on Twitter: Immediate Observation, Affection, and Speculation.

Yihong Zhang, Claudia Szabo, Quan Z. Sheng, Xiu Susie Fang

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Generating Actionable Knowledge from Big Data.

Xiu Susie Fang

Proceedings of the 2015 ACM SIGMOD PhD Symposium, Melbourne, VIC, Australia, May 31, 2015

An Integrated Bayesian Approach for Effective Multi-Truth Discovery.

Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Lina Yao, Xiaofei Xu, Xue Li

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Approximate Truth Discovery via Problem Scale Reduction.

Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Xue Li, Xiaofei Xu, Lina Yao

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Ontology Augmentation via Attribute Extraction from Multiple Types of Sources.

Xiu Susie Fang, Xianzhi Wang, Quan Z. Sheng

Proceedings of the Databases Theory and Applications, 2015