Bryan Hooi

National University of Singapore — Singapore

Computer Science · Physical Sciences

35h-index5.7kcitations281works3.82yr avg
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Research Topics

Advanced Graph Neural Networks(54), Topic Modeling(51), Anomaly Detection Techniques and Applications(51), Complex Network Analysis Techniques(38), Network Security and Intrusion Detection(33)

Publications281 total

Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning
arXiv (Cornell University)·2025Open Access
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
arXiv (Cornell University)·2025Open Access
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
arXiv (Cornell University)·2025Open Access
How to Make Large Language Models Generate 100% Valid Molecules?
arXiv (Cornell University)·2025Open Access
ConfTuner: Training Large Language Models to Express Their Confidence Verbally
ArXiv.org·2025Open Access
RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design.
PubMed·2025Open Access
Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
arXiv (Cornell University)·2025Open Access
TopicAttack: An Indirect Prompt Injection Attack via Topic Transition
arXiv (Cornell University)·2025Open Access
Campolina: A Deep Neural Framework for Accurate Segmentation of Nanopore Signals
2025· 2 citedOpen Access
NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification
ArXiv.org·2025· 1 citedOpen Access
SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation
arXiv (Cornell University)·2025Open Access
ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark
arXiv (Cornell University)·2025Open Access
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
2025
VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents
arXiv (Cornell University)·2025Open Access
MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
arXiv (Cornell University)·2025Open Access
Efficient Reasoning via Chain of Unconscious Thought
arXiv (Cornell University)·2025Open Access
Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models
arXiv (Cornell University)·2025Open Access
Interrelated Dense Pattern Detection in Multilayer Networks (Extended Abstract)
2025
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
arXiv (Cornell University)·2025Open Access
PhishIntel: Toward Practical Deployment of Reference-Based Phishing Detection
2025Open Access
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Frequent Co-authors

Christos Faloutsos(16), Kijung Shin(8), Shenghua Liu(8), Jiashi Feng(7), Yuxuan Liang(6), Yifan Zhang(5), Xueqi Cheng(5), Alex Beutel(4), Yujun Cai(4), Siddharth Bhatia(4), Hyun Ah Song(3), Yiwei Wang(3), Jisu Kim(3), Arjit Jain(3), Bingyi Kang(2), Shuicheng Yan(2), Neil Shah(2), Wei Wang(2), Juncheng Liu(2), Chuan Shi(2)