Hieu Duy Nguyen

3 papers · 2020–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

Interspeech (2) ICML (1)

Top co-authors

Athanasios Mouchtaris (2) Nathan Susanj (1) Rohit Pyati (1) Ariya Rastrow (1) Raviteja Chinta (1) Dheeraj Baby (1) Kai Zhen (1) Yifei Tang (1) Yu-Xiang Wang (1) Anastasios Alexandridis (1)

Research topics

Machine Learning (3) Deep Learning (2) Speech & Audio (2) Application Areas (2) Recognition (2) Mathematics & Optimization (1) Mathematics (1) Optimization (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

model compression (2) model quantization (2) automatic speech recognition (2) quantization-aware training (2) recurrent neural network transducer (2) non-stationarity level (1) wavelet soft-thresholding (1) absolute-cosine regularization (1) temporal distribution shift (1) total variation denoising (1) neural network accelerator (1) sparsity (1) excess risk bound (1)

Papers

Adaptive Estimation and Learning under Temporal Distribution Shift ICML 2025 Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition Interspeech 2022 Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition Interspeech 2020