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I'm Jing Ren from RMIT University, Melbourne, Australia.
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Short Bio: Jing Ren is a Ph.D. student in School of Computing Technologies, RMIT University. She has published more than 20 papers in journals and conferences, such as IEEE Transactions on Neural Networks and Learning Systems, ACM Transactions on Intelligent Systems and Technology, ACM Transactions on Knowledge Discovery from Data, IEEE Intelligent Systems, IJCAI 2025, WWW/TheWebConf 2025, IROS 2025, SIGIR 2020, JCDL 2020/2022, and ICADL 2020. She received a number of academic awards, including, e.g., RMIT Vice-Chancellor’s PhD Scholarship, JCDL2022 Student Travel Grant, ACM/IEEE JCDL 2020 The Vannevar Bush Best Paper Honorable Mention, Outstanding Student Award (top 5%), and Outstanding Graduate Award (both undergraduate and postgraduate). Her current h-index is 12 and her publications have been cited over 600 times (as per Google Scholar).
Research Interest:
Brain-inspired AI; Graph Learning; Anomaly Detection; Foundation Models
What is New!
What is New!
[11/2025] Our paper "NeuroPathNet: Dynamic Path Trajectory Learning for Brain Functional Connectivity Analysis" has been awarded Best Paper Finalist by MIND 2025!
[11/2025] Our comprehensive survey on Graph Learning (180+ pages) is published in Foundations and Trends in Signal Processing. DOI: 10.1561/2000000137. arXiv:2507.05636
[08/2025] I was awarded the IEEE Industrial Electronics Society (IES) SYP and RAS Travel Awards for my participation in the IROS 2025!
[06/2025] Our paper "LiteFat: Lightweight Spatio-Temporal Graph Learning for Real-Time Driver Fatigue Detection" has been accepted by IEEE IROS 2025!
[05/2025] Our paper "Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors" has been accepted by ACL 2025!
[05/2025] Our paper "SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer’s Disease Detection" has been accepted by IJCAI 2025!
[05/2025] Our paper "EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos" has been accepted by IJCAI 2025!
[05/2025] Our paper "EmoMeta: A Multimodal Dataset for Fine-grained Emotion Classification in Chinese Metaphors" has been accepted by WWW 2025!
[05/2025] Our paper "HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs" has been accepted by WWW 2025!
[05/2024] I was awarded the RMIT Vice-Chancellor's PhD Scholarship！
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