A Survey on an Emerging Area: Deep Learning for Smart City Data. - Qi Chen 026; Wei Wang 042; Fangyu Wu 001; Suparna De; Ruili Wang; Bailing Zhang; Xin Huang 005 (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

Adversarial Domain Adaptation for Crisis Data Classification on Social Media. - Qi Chen 026; Wei Wang 042; Kaizhu Huang; Suparna De; Frans Coenen (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2020)

Multi-modal Adversarial Training for Crisis-related Data Classification on Social Media. - Qi Chen 026; Wei Wang 042; Kaizhu Huang; Suparna De; Frans Coenen (SMARTCOMP, 2020)

Covid-19 Tweets Analysis with Topic Modeling. - Shichao Jia; Qi Chen 026; Wei Wang 042 (ICCBD, 2021)

Multi-task BERT for Aspect-based Sentiment Analysis. - Yuqi Wang; Qi Chen 026; Wei Wang 042 (SMARTCOMP, 2021)

Multi-modal generative adversarial networks for traffic event detection in smart cities. - Qi Chen 026; Wei Wang 042; Kaizhu Huang; Suparna De; Frans Coenen (Expert Syst. Appl., 2021)

Generalised Zero-shot Learning for Entailment-based Text Classification with External Knowledge. - Yuqi Wang; Wei Wang 042; Qi Chen 026; Kaizhu Huang; Anh Nguyen 003; Suparna De (SMARTCOMP, 2022)

Zero-Shot Text Classification via Knowledge Graph Embedding for Social Media Data. - Qi Chen 026; Wei Wang 042; Kaizhu Huang; Frans Coenen (IEEE Internet Things J., 2022)

Prompt-based Zero-shot Text Classification with Conceptual Knowledge. - Yuqi Wang; Wei Wang 042; Qi Chen 026; Kaizhu Huang; Anh Nguyen 003; Suparna De (ACL (student), 2023)

Injecting Commonsense Knowledge into Prompt Learning for Zero-Shot Text Classification. - Jing Qian; Qi Chen 026; Yong Yue 001; Katie Atkinson; Gangmin Li (ICMLC, 2023)

Knowledge-embedded Prompt Learning for Zero-shot Social Media Text Classification. - Jingyi Li; Qi Chen 026; Wei Wang 042; Fangyu Wu 001 (SMARTCOMP, 2023)

Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding. - Yuqi Wang; Zeqiang Wang; Wei Wang 042; Qi Chen 026; Kaizhu Huang; Anh Nguyen 003; Suparna De (CoRR, 2023)

Fusing external knowledge resources for natural language understanding techniques: A survey. - Yuqi Wang; Wei Wang 042; Qi Chen 026; Kaizhu Huang; Anh Nguyen 003; Suparna De; Amir Hussain 001 (Inf. Fusion, 2023)

Generating Valid and Natural Adversarial Examples with Large Language Models. - Zimu Wang; Wei Wang 042; Qi Chen 026; Qiufeng Wang 001; Anh Nguyen 003 (CSCWD, 2024)

DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness. - Yuqi Wang; Zeqiang Wang; Wei Wang 042; Qi Chen 026; Kaizhu Huang; Anh Nguyen 003; Suparna De (SemEval@NAACL, 2024)

Knowledge Distillation from Monolingual to Multilingual Models for Intelligent and Interpretable Multilingual Emotion Detection. - Yuqi Wang; Zimu Wang; Nijia Han; Wei Wang 042; Qi Chen 026; Haiyang Zhang 004; Yushan Pan; Anh Nguyen 003 (WASSA, 2024)

Guardians of Discourse: Evaluating LLMs on Multilingual Offensive Language Detection. - Jianfei He; Lilin Wang; Jiaying Wang; Zhenyu Liu; Hongbin Na; Zimu Wang; Wei Wang 042; Qi Chen 026 (CoRR, 2024)

Discriminative Feature Enhancement Network for few-shot classification and beyond. - Fangyu Wu 001; Qiufeng Wang 001; Xuan Liu; Qi Chen 026; Yuxuan Zhao; Bailing Zhang; Eng Gee Lim (Expert Syst. Appl., 2024)

Zero-shot text classification with knowledge resources under label-fully-unseen setting. - Yuqi Wang; Wei Wang 042; Qi Chen 026; Kaizhu Huang; Anh Nguyen 003; Suparna De (Neurocomputing, 2024)