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Tri CAO
Research Assistant at National University of Singapore (NUS)
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Biography

Hi! I am from Vietnam. I am a graduate in Computer Science from Vietnam National University Ho Chi Minh City - University of Science, where I excelled in an Advanced Program (APCS) and earned my degree with Highest Distinction (Excellent).
Currently, I serve as a Research Assistant at the National University of Singapore under the mentorship of Professor Bryan Hooi.
I am actively seeking opportunities to pursue a PhD and further develop my skills, aspiring to become a researcher.

Research Interests

Trustworthy LLMs, Trustworthy AI, Time Series, Anomaly Detection, AI for Safety, Medical Image Analysis.

Publications

Preprint

  • Tri Cao*, Chengyu Huang*, Yuexin Li*, Huilin Wang, Amy He, Nay Oo, Bryan Hooi. PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection. Preprint. Link.

Conference Proceedings

  • Yuexin Li, Chengyu Huang, Shumin Deng, Mei Lin Lock, Tri Cao Nay Oo, Hoon Wei Lim, Bryan Hooi KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection USENIX Security Symposium 2024 (Rank A*- Core Ranking). Link.
  • Duy Minh Ho Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Mathias Niepert, Daniel Sonntag. LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. The 37th Conference on Neural Information Processing Systems (NeurIPS) 2023 (Rank A* - Core rankings). Link.
  • Tri Cao, Jiawen Zhu, Guansong Pang. Anomaly detection under Distribution shift. The International Conference on Computer Vision (ICCV) 2023 (Rank A*-Core rankings). Link.
  • Duy M. H. Nguyen, Hoang Nguyen, Truong Mai, Tri Cao, Paul Swoboda, Binh T. Nguyen, Nhat Ho, Pengtao Xie, Shadi Albarqouni, Daniel Sonntag. Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering. The 37th AAAI Conference on Artificial Intelligence (Rank A* - Core rankings). Link.

Journal Articles

  • Tan-Cong Nguyen, Tien-Phat Nguyen, Tri Cao, Thao Dao, Thi-Ngoc Ho, Tam V. Nguyen, and Minh-Triet Tran. MANet: Multi-branch attention auxiliary learning for lung nodule detection and segmentation. (Computer Methods And Programs In Biomedicine (IF: 7.027 - Q1)). Link.
  • JieQin, [et al., including Tri Cao and Minh-Triet Tran]. Sketch-Based 3D Shape Retrieval in the Wild. Computers and Graphics (IF: 1.936 - Q1). Link.