Hailiang Huang
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Unstoppable · Bronze
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Deep Learning
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Learning Types · Deep Learning
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Artificial Intelligence
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Computer Vision
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Natural Language Processing
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Core AI
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Learning Types · Machine Learning
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Resources & Methods
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Keywords
anomaly detection
(2)
prompt engineering
(2)
benchmark evaluation
(1)
adversarial learning
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text classification
(1)
in-context learning
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information extraction
(1)
deep learning
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label smoothing
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safety alignment
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structured output
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loss function design
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jailbreak attack
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algorithm comparison
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noisy data
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label distribution
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llm safety
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semantic overlap
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label confusion
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one-hot representation
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Papers
PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET Reconstruction
MICCAI 2025
SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters
NAACL 2025
Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs
EMNLP 2024
ADGym: Design Choices for Deep Anomaly Detection
NeurIPS 2023
ADBench: Anomaly Detection Benchmark
NeurIPS 2022
Label Confusion Learning to Enhance Text Classification Models
AAAI 2021