Da-shan Shiu

1. Fading correlation and its effect on the capacity of multielement antenna systems
   2000/03/01 by Da-shan Shiu, Da-Shan Shiu, G.J. Foschini +3 · 38 citations
   Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Wireless Communication Networks Research
2. Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling
   2023/08/10 by Ushnish Sengupta, Chin-Kuo Jao, Sengupta, Ushnish +7 · 5 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI) #Speech and Audio Processing #and Science (cs.CE)
3. Group Think: Multiple Concurrent Reasoning Agents Collaborating at Token Level Granularity
   2025/05/16 by Davide Buffelli, Hsu, Chan-Jan, Buffelli, Davide +10 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation
   2024/12/02 by Yi-Chang Chen, Chen, Yi-Chang, Po‐Chun Hsu +5 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
5. Uniform Generalization Bounds for Overparameterized Neural Networks
   2021/09/13 by Sattar Vakili, Vakili, Sattar, Michael Bromberg +6 · 2 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Stochastic Gradient Optimization Techniques
6. Zero-shot Domain-sensitive Speech Recognition with Prompt-conditioning Fine-tuning
   2023/07/18 by Feng-Ting Liao, Liao, Feng-Ting, Yung-Chieh Chan +7 · 3 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
7. Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning
   2022/02/08 by Sattar Vakili, Jonathan Scarlett, Vakili, Sattar +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning and ELM
8. Optimal Order Simple Regret for Gaussian Process Bandits
   2021/08/20 by Sattar Vakili, Nacime Bouziani, Vakili, Sattar +7 · 3 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms
9. How to distribute data across tasks for meta-learning?
   2021/03/15 by Alexandru Cioba, Cioba, Alexandru, Michael Bromberg +13 · 1 citation
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Radiomics and Machine Learning in Medical Imaging
10. Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR
    2024/05/23 by Chan-Jan Hsu, Yi‐Chang Chen, Hsu, Chan-Jan +11 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis