Assistant Professor
Group: Group B (Artificial Intelligent and Computer Engineering)
Office: 電機乙
Laboratory: ED525
Telephone: 31379
E-Mail: meng.chiang[at]nycu.edu.tw
Learning Experience
Ph.D (2006-2012), Computer Science at National Chiao Tung University
Master Science (2006), Computer Science at National Chengchi University
Bachelor Science (2004), Computer Science at National Chengchi University
Research Expertise
Multimodal Representation Learning, Logical Reasoning, Computational Linguistics
Duties
A Shapley-value Guided Rationale Editor for Rationale Learning [to appear]
Zixin Kuang, Meng-Fen Chiang, Wang-Chien Lee.
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
NKT: Evidence-aware Inference for Neutralized Zero-shot Transfer [pdf]
Xiaotong Feng, Meng-Fen Chiang, Wang-Chien Lee, Zixin Kuang.
International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), 2024
LinE: Logical Query Reasoning over Hierarchical Knowledge Graphs [pdf]
Zijian Huang, Meng-Fen Chiang, Wang-Chien Lee.
International Conference on Knowledge Discovery and Data Mining (SIGKDD), 2022
Cost-Effective Knowledge Graph Reasoning for Complex Factoid Questions [pdf]
Xia Yang, Meng-Fen Chiang, Wang-Chien Lee, Yi Chang.
International Joint Conference on Neural Networks (IJCNN), 2021
CO2Vec: Embeddings of Co-Ordered Networks Based on Mutual Reinforcement [pdf]
Meng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Philips Kokoh Prasetyo.
International Conference on Data Science and Advanced Analytics (DSAA), 2020
One-Class Order Embedding for Dependency Relation Prediction [pdf]
Meng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Xavier Jayaraj Siddarth Ashok, Philips Kokoh Prasetyo.
International Conference on Research and Development in Information Retrieval (SIGIR), 2019
Inferring Trip Occupancies in the Rise of Ride-Hailing Services [pdf]
Meng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Tuan-Anh Hoang.
International Conference on Information and Knowledge Management (CIKM), 2018
Traffic-Cascade: Mining and Visualizing Lifecycles of Traffic Congestion Events Using Public Bus Trajectories (Demo Paper)
Agus Trisnajaya Kwee, Meng-Fen Chiang, Philips Kokoh Prasetyo, Ee-Peng Lim.
International Conference on Information and Knowledge Management (CIKM), 2018
Content quality filtering without use of content [link]
Meng-Fen Chiang, Wen-Chih Peng.
US Patent 9,836,539, 2017
BTCI: A new framework for identifying congestion cascades using bus trajectory data [pdf]
Meng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Agus Trisnajaya Kwee.
IEEE BigData 2017
Research Results
