Dennis Wu

6 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 👑 Triple Crown 📈 Trend Setter

Venues

ICML (2) NeurIPS (2) ACL (1) ICLR (1)

Top co-authors

Jerry Yao-Chieh Hu (5) Han Liu (5) Bo-Yu Chen (3) Weijian Li (1) Donglin Yang (1) Chih Yao Chen (1) Chenwei Xu (1) Lun-Wei Ku (1) Feng Ruan (1) Teng-Yun Hsiao (1)

Research topics

Deep Learning (5) Machine Learning (5) Artificial Intelligence (4) Core AI (4) Core Methods (4) Architectures (3) Optimization & Theory · Machine Learning (3) Natural Language Processing (1) Generation (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

memory capacity (3) hopfield model (2) memory retrieval (2) hopfield network (2) headline generation (1) time series prediction (1) nonparametric regression (1) energy function (1) sparse attention (1) temporal representation (1) similarity measure (1) fake news detection (1) fake news (1) kernel space (1) clickbait detection (1) memory storage (1) news headline (1) sub-quadratic complexity (1) external memory module (1) forward reference (1)

Papers

Nonparametric Modern Hopfield Models ICML 2025 Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes NeurIPS 2024 STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction ICLR 2024 Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models ICML 2024 HonestBait: Forward References for Attractive but Faithful Headline Generation ACL 2023 On Sparse Modern Hopfield Model NeurIPS 2023