Jing JIANG
(On Leave)
Full-time Faculty
Professor of Computer Science
School of Computing and Information Systems
SCIS
Qualification
- PhD, University of Illinois at Urbana Champaign, 2008
Teaching Topics
- Data Management
- IS Software Foundations
Research Areas and Areas of Expertise
Strategic Priorities
HighlightsJing Jiang is a leading expert in natural language processing and text mining, recognized for her influential research on knowledge base question answering, sentiment analysis, and machine learning applications in social media and multimodal data.
Combines deep methodological expertise in NLP, machine learning, and multimodal analytics with impactful applications in social media, healthcare, and misinformation detection; recognized for bridging foundational research and real-world deployment; extensive leadership in collaborative, interdisciplinary, and large-scale funded projects; significant editorial and organizational roles in top-tier conferences and journals.
Focused research areas include Development of advanced models for natural language understanding, including knowledge base question answering, multimodal sentiment classification, rumor detection, domain adaptation, and transfer learning; leveraging pre-trained language and vision-language models for robust and interpretable AI systems; misinformation detection and intervention in online platforms.
Combines deep methodological expertise in NLP, machine learning, and multimodal analytics with impactful applications in social media, healthcare, and misinformation detection; recognized for bridging foundational research and real-world deployment; extensive leadership in collaborative, interdisciplinary, and large-scale funded projects; significant editorial and organizational roles in top-tier conferences and journals.
Focused research areas include Development of advanced models for natural language understanding, including knowledge base question answering, multimodal sentiment classification, rumor detection, domain adaptation, and transfer learning; leveraging pre-trained language and vision-language models for robust and interpretable AI systems; misinformation detection and intervention in online platforms.
Areas of Expertise
Natural Language ProcessingText MiningMachine Learning
Past Awarded Grant
- Unleashing the Power of Pre-trained Models for VisualQA: A Skill-based Framework, Academic Research Fund (AcRF) Tier 2, Ministry of Education (MOE), PI: Jing JIANG, Co-PI: NGO Chong Wah, 2023, S$656,253
- ProExpan: Proactive Ontology Expansion for Conversational Agents, Academic Research Fund (AcRF) Tier 2, Ministry of Education (MOE), PI: LIAO Lizi, Co-PI: Jing JIANG, 2023, S$729,963
- Investigating the Psychology of Consumer-AI Interaction for the Design and Development of AI-based Products and Services, Academic Research Fund (AcRF) Tier 2, Ministry of Education (MOE), PI: Hannah H. CHANG, Co-PI: Michelle P LEE, 2022, S$388,297
- Universal Pre-training of Graph Neural Networks, Academic Research Fund (AcRF) Tier 2, Ministry of Education (MOE), PI: FANG Yuan, Co-PI: Jing JIANG, 2022, S$676,468
- Text Style Transfer with Pre-Trained Language Models, DSO National Laboratories, PI: Jing JIANG, 2022, S$325,066
Latest Publications
Showing up to 6 latest publications from the past 5 years.
- X Zheng, T Pang, C Du, Q Liu, J Jiang, M LinThe 13th International Conference on Learning Representations (ICLR), 2025
- Q Liu, X Zheng, N Muennighoff, G Zeng, L Dou, T Pang, J Jiang, M LinThe 13th International Conference on Learning Representations (ICLR), 2025
- J Liang, D Vo, HX Yap, HL Chieu, KMA Chai, J Jiang, L LiaoThe 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
- KZ Zhou, E Lai, K Mouratidis, J JiangThe 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
- Y Yang, P Achananuparp, H Huang, J Jiang, PL Kit, NG Lim, CSE Tan, ...The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
- Y Yang, P Achananuparp, H Huang, J Jiang, NG Lim, CSE Tan, PL Kit, ...The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
This highlights are AI-generated content using the faculty's CV.
Qualification
- PhD, University of Illinois at Urbana Champaign, 2008
Teaching Topics
- Data Management
- IS Software Foundations
