Tianqu Zhuang
3 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Artificial Intelligence
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Optimization & Theory
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representation learning
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contrastive learning
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adversarial learning
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convex optimization
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text classification
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information bottleneck
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text generation
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differentiable learning
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differentiable programming
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noise tolerance
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conditional mutual information
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noise-tolerant learning
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adversarial evasion
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model inversion attack
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privacy leakage
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regular expression
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paraphrase attack
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machine-generated text
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text processing
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pattern matching
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Papers
Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
ICLR 2025
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
EMNLP 2025
A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving
AAAI 2023