David Huang

6 papers · 2017–2025 · 6 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

EMNLP (1) ICLR (1) ICML (1) Interspeech (1) NAACL (1) NeurIPS (1)

Top co-authors

Chawin Sitawarin (2) David Wagner (2) Alexandre Araujo (1) Yunhan Yang (1) Jacob Devasier (1) Xianjun Xia (1) Wesson Altoyan (1) Yiping Ke (1) Chengkai Li (1) Haribalan Kumar (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Core AI (3) Application Areas (2) Core Methods (2) Optimization & Theory (2) Healthcare & Medicine (1) Natural Language Processing (1) Applications (1) Clinical (1) Research (1)

Keywords

jailbreak attack (2) adversarial attack (2) medical imaging (1) data augmentation (1) named entity recognition (1) semantic analysis (1) multi-label classification (1) adversarial training (1) model safety (1) safety alignment (1) machine learning (1) functional mri (1) alzheimer disease (1) robustness evaluation (1) prompt injection (1) transfer attack (1) refusal training (1) brain network (1) parkinson disease (1) threat model (1)

Papers

Improving LLM Safety Alignment with Dual-Objective Optimization ICML 2025 Stronger Universal and Transferable Attacks by Suppressing Refusals NAACL 2025 ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics EMNLP 2024 PubDef: Defending Against Transfer Attacks From Public Models ICLR 2024 Data-Driven Network Neuroscience: On Data Collection and Benchmark NeurIPS 2023 Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection Interspeech 2017