Tan, Shawn
- Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
2018/10/22 by Yikang Shen, Shawn W. Tan, Shen, Yikang +6 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery
2019/10/21 by Shawn Tan, Guillaume Androz, Tan, Shawn +11 · 3 citations
Medicine · #ECG Monitoring and Analysis #Cardiac electrophysiology and arrhythmias #Phonocardiography and Auscultation Techniques
- PaTH Attention: Position Encoding via Accumulating Householder Transformations
2025/05/22 by Songlin Yang, Yikang Shen, Yang, Songlin +12 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler
2024/08/23 by Yikang Shen, Matthew Stallone, Shen, Yikang +15 · 6 citations
Engineering · Computer Science · #Low-power high-performance VLSI design #VLSI and Analog Circuit Testing #Experimental Learning in Engineering
- Sparse Universal Transformer
2023/10/11 by Tan, Shawn, Shen, Yikang, Chen, Zhenfang +2 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- ModuleFormer: Modularity Emerges from Mixture-of-Experts
2023/06/07 by Yikang Shen, Shen, Yikang, Zheyu Zhang +9 · 3 citations
Computer Science · Medicine · #Topic Modeling #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
2024/10/23 by Shawn Tan, Tan, Shawn, Yang Song-lin +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Improving Explorability in Variational Inference with Annealed Variational Objectives
2018/09/06 by Huang, Chin-Wei, Tan, Shawn, Lacoste, Alexandre +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Partition Cover Approach to Tokenization
2025/01/08 by Ji Hyun Lim, Lim, Jia Peng, Davin Choo +4 · 2 citations
Computer Science · #Parallel Computing and Optimization Techniques #Graph Theory and Algorithms #Algorithms and Data Compression
- Scattered Mixture-of-Experts Implementation
2024/03/13 by Shawn Tan, Tan, Shawn, Yikang Shen +5 · 1 citation
Earth and Planetary Sciences · #Environmental Monitoring and Data Management
- CattleEyeView: A Multi-task Top-down View Cattle Dataset for Smarter Precision Livestock Farming
2023/12/14 by Ong, Kian Eng, Retta, Sivaji, Srinivasan, Ramarajulu +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
2025/10/01 by Zhangchen Xu, Adriana Meza Soria, Xu, Zhangchen +10 · 4 citations
Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis #Model-Driven Software Engineering Techniques