Qika Lin · National University of Singapore

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Works88 from public data

TitleCited by

A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics
Information Fusion · 2025
143
Multi-source aggregated classification for stock price movement prediction
Information Fusion · 2022
131
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
IEEE Transactions on Knowledge and Data Engineering · 2025
128
WinGNN: Dynamic Graph Neural Networks with Random Gradient Aggregation Window
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2023
107
HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
neural information processing systems · 2025
84
TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
78
Fusing topology contexts and logical rules in language models for knowledge graph completion
Information Fusion · 2022
77
Lexical based automated teaching evaluation via students’ short reviews
Computer Applications in Engineering Education · 2018
75
Incorporating Context Graph with Logical Reasoning for Inductive Relation Prediction
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
74
Quantitative stock portfolio optimization by multi-task learning risk and return
Information Fusion · 2023
68
Recommending scientific paper via heterogeneous knowledge embedding based attentive recurrent neural networks
Knowledge-Based Systems · 2021
68
Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey
Information Fusion · 2024
67
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis
IEEE Transactions on Affective Computing · 2025
52
Multitask Learning for Visual Question Answering
IEEE Transactions on Neural Networks and Learning Systems · 2021
47
Heterogeneous Knowledge-Based Attentive Neural Networks for Short-Term Music Recommendations
IEEE Access · 2018
46
Recommending Learning Objects Through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural Network
IEEE Transactions on Knowledge and Data Engineering · 2021
44
Improving University Faculty Evaluations via multi-view Knowledge Graph
Future Generation Computer Systems · 2020
38
Academic rising star prediction via scholar’s evaluation model and machine learning techniques
Scientometrics · 2019
38
MuL-GRN: Multi-Level Graph Relation Network for Few-Shot Node Classification
IEEE Transactions on Knowledge and Data Engineering · 2022
35
Rule-enhanced iterative complementation for knowledge graph reasoning
Information Sciences · 2021
34
Logiformer
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
33
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
arXiv · 2025
32
Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2022
29
Contrastive Graph Representations for Logical Formulas Embedding
IEEE Transactions on Knowledge and Data Engineering · 2021
29
Collective Intelligence: A Taxonomy and Survey
IEEE Access · 2019
19

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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