Chia-Yu Chen

Orcid: 0000-0003-1342-2184

According to our database1, Chia-Yu Chen authored at least 40 papers between 2004 and 2024.

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Bibliography

2024
Clinical Trials Gone Missing - A Potential Source for Publication Bias in Dentistry.
Publ., September, 2024

Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Attention-based Learning for Sleep Apnea and Limb Movement Detection using Wi-Fi CSI Signals.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

2022
A 7-nm Four-Core Mixed-Precision AI Chip With 26.2-TFLOPS Hybrid-FP8 Training, 104.9-TOPS INT4 Inference, and Workload-Aware Throttling.
IEEE J. Solid State Circuits, 2022

Contactless Transfer Learning Based Apnea Detection System for Wi-Fi CSI Networks.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Deep Compression of Pre-trained Transformer Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

CAMPUS: A University Crowdsourcing Platform for Reporting Facility, Status Update, and Problem Area Information.
Proceedings of the Companion Computer Supported Cooperative Work and Social Computing, 2022

2021


4-Bit Quantization of LSTM-Based Speech Recognition Models.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020
Efficient AI System Design With Cross-Layer Approximate Computing.
Proc. IEEE, 2020

Learning Performance of Teaching Practice of Friendly Senior Care Space Design.
Int. J. Online Pedagog. Course Des., 2020


An Intelligent Approach for Optimizing Energy-Efficient Packets Routing in the Smart Grid Internet of Things.
Proceedings of the Smart Grid and Internet of Things - 4th EAI International Conference, 2020

Ultra-Low Precision 4-bit Training of Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Custom Sub-Systems and Circuits for Deep Learning: Guest Editorial Overview.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Discover the Optimal IoT Packets Routing Path of Software-Defined Network via Artificial Bee Colony Algorithm.
Proceedings of the Wireless Internet - 12th EAI International Conference, 2019

Rapid 3D building modeling by sketching.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2019

Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Predicting Smartphone Users' General Responsiveness to IM Contacts Based on IM Behavior.
Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, 2019

Bounded & Nuanced: Designing Mobile Technology for Children and Parents.
Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, 2019

Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Does <i>Who</i> Matter?: Studying the Impact of Relationship Characteristics on Receptivity to Mobile IM Messages.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

A Prefetching Scheme for Multi-Tiered Storage Systems.
Proceedings of the 2018 IEEE SmartWorld, 2018

Training Deep Neural Networks with 8-bit Floating Point Numbers.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018


Exploiting approximate computing for deep learning acceleration.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Accelerator Design for Deep Learning Training: Extended Abstract: Invited.
Proceedings of the 54th Annual Design Automation Conference, 2017

2016
PinchFun: A Fine Motor Training Game for Preschool Children with Developmental Delay.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Motion Guidance Sleeve: Guiding the Forearm Rotation through External Artificial Muscles.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
Separation of interface states and electron trapping for hot carrier degradation in ultra-scaled replacement metal gate n-FinFET.
Proceedings of the IEEE International Reliability Physics Symposium, 2015

2014
Activation energy of drain-current degradation in GaN HEMTs under high-power DC stress.
Microelectron. Reliab., 2014

2010
A Mobile and Web System with Contextual Familiarity and its Effect on Campus English Learning.
Proceedings of the 2010 Third IEEE International Conference on Digital Game and Intelligent Toy Enhanced Learning, 2010

2006
Constructing SCORM compliant course based on High-Level Petri Nets.
Comput. Stand. Interfaces, 2006

2004
A two-pass web document allocation method for load balancing in the multiple grouping of a Web cluster system.
Proceedings of the 12th IEEE International Conference on Networks, 2004

Constructing Scorm Compliant Course Based on High Level Petri Nets.
Proceedings of the Cognition and Exploratory Learning in Digital Age (CELDA'04), 2004


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