Kelvin Du

11 papers A* 1A 1B 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Language models for environmental, social, and governance analysis: A review.
Inf. Process. Manag.
Kelvin Du, Rui Mao, Frank Xing, Gianmarco Mengaldo, Erik Cambria
2025 J jnl
A Retrieval-Augmented Multiagent System for Financial Sentiment Analysis.
IEEE Intell. Syst.
Kelvin Du, Yazhi Zhao, Rui Mao, Frank Xing, Erik Cambria
2025 — conf
Combining LLM-Generated Knowledge Graphs with RAG for Financial Sentiment Extraction.
ICDM (Workshops)
Zihao Huang, Kelvin Du, Xulang Zhang, Rui Mao, Erik Cambria
2025 J jnl
Natural language processing in finance: A survey.
Inf. Fusion
Kelvin Du, Yazhi Zhao, Rui Mao, Frank Xing, Erik Cambria
2024 B conf
A Dynamic Dual-Graph Neural Network for Stock Price Movement Prediction.
IJCNN
Kelvin Du, Rui Mao, Frank Xing, Erik Cambria
2024 — conf
An Evaluation of Reasoning Capabilities of Large Language Models in Financial Sentiment Analysis.
CAI
Kelvin Du, Frank Xing, Rui Mao, Erik Cambria
2024 A conf
Explainable Stock Price Movement Prediction using Contrastive Learning.
CIKM
Kelvin Du, Rui Mao, Frank Xing, Erik Cambria
2024 J jnl
Financial Sentiment Analysis: Techniques and Applications.
ACM Comput. Surv.
Kelvin Du, Frank Xing, Rui Mao, Erik Cambria
2023 A* conf
Discovering the Cognition behind Language: Financial Metaphor Analysis with MetaPro.
ICDM
Rui Mao, Kelvin Du, Yu Ma, Luyao Zhu, Erik Cambria
2023 — conf
FinSenticNet: A Concept-Level Lexicon for Financial Sentiment Analysis.
SSCI
Kelvin Du, Frank Xing, Rui Mao, Erik Cambria
2023 J jnl
Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis.
ACM Trans. Manag. Inf. Syst.
Kelvin Du, Frank Xing, Erik Cambria