Tian Sheuan Chang

Tian Sheuan Chang

National Chiao Tung University

H-index: 35

Asia-Taiwan

About Tian Sheuan Chang

Tian Sheuan Chang, With an exceptional h-index of 35 and a recent h-index of 16 (since 2020), a distinguished researcher at National Chiao Tung University, specializes in the field of VLSI design, deep learning, multimedia signal processing, computer architecture.

His recent articles reflect a diverse array of research interests and contributions to the field:

ESSR: An 8K@ 30FPS Super-Resolution Accelerator With Edge Selective Network

Memory Bandwidth Efficient Design for Super-Resolution Accelerators With Structure Adaptive Fusion and Channel-Aware Addressing

IQNet: Image Quality Assessment Guided Just Noticeable Difference Prefiltering For Versatile Video Coding

A 1.6-mW sparse deep learning accelerator for speech separation

ASC: Adaptive Scale Feature Map Compression for Deep Neural Network

ACNPU: A 4.75 TOPS/W 1080P@ 30FPS Super Resolution Accelerator With Decoupled Asymmetric Convolution

FPCIM: A Fully-Parallel Robust ReRAM CIM Processor for Edge AI Devices

A Real-Time 1280× 720 Object Detection Chip With 585 MB/s Memory Traffic

Tian Sheuan Chang Information

University

Position

___

Citations(all)

4104

Citations(since 2020)

1001

Cited By

3405

hIndex(all)

35

hIndex(since 2020)

16

i10Index(all)

84

i10Index(since 2020)

28

Email

University Profile Page

National Chiao Tung University

Google Scholar

View Google Scholar Profile

Tian Sheuan Chang Skills & Research Interests

VLSI design

deep learning

multimedia signal processing

computer architecture

Top articles of Tian Sheuan Chang

Title

Journal

Author(s)

Publication Date

ESSR: An 8K@ 30FPS Super-Resolution Accelerator With Edge Selective Network

IEEE Transactions on Circuits and Systems I: Regular Papers

Chih-Chia Hsu

Tian-Sheuan Chang

2024/1/11

Memory Bandwidth Efficient Design for Super-Resolution Accelerators With Structure Adaptive Fusion and Channel-Aware Addressing

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

An-Jung Huang

Jo-Hsuan Hung

Tian-Sheuan Chang

2023/3/14

IQNet: Image Quality Assessment Guided Just Noticeable Difference Prefiltering For Versatile Video Coding

IEEE Open Journal of Circuits and Systems

Yu-Han Sun

Chiang Lo-Hsuan Lee

Tian-Sheuan Chang

2023/12/19

A 1.6-mW sparse deep learning accelerator for speech separation

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Chih-Chyau Yang

Tian-Sheuan Chang

2023/1/17

ASC: Adaptive Scale Feature Map Compression for Deep Neural Network

IEEE Transactions on Circuits and Systems I: Regular Papers

Yuan Yao

Tian-Sheuan Chang

2023/12/13

ACNPU: A 4.75 TOPS/W 1080P@ 30FPS Super Resolution Accelerator With Decoupled Asymmetric Convolution

IEEE Transactions on Circuits and Systems I: Regular Papers

Tun-Hao Yang

Tian-Sheuan Chang

2023/12/4

FPCIM: A Fully-Parallel Robust ReRAM CIM Processor for Edge AI Devices

Yan-Cheng Guo

Wei-Tien Lin

Tuo-Hung Hou

Tian-Sheuan Chang

2023/5/21

A Real-Time 1280× 720 Object Detection Chip With 585 MB/s Memory Traffic

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Kuo-Wei Chang

Hsu-Tung Shih

Tian-Sheuan Chang

Shang-Hong Tsai

Chih-Chyau Yang

...

2022/2/23

PSCNN: A 885.86 TOPS/W Programmable SRAM-based Computing-In-Memory Processor for Keyword Spotting

Shu-Hung Kuo

Tian-Sheuan Chang

2022/5/27

Sparse compressed spiking neural network accelerator for object detection

IEEE Transactions on Circuits and Systems I: Regular Papers

Hong-Han Lien

Tian-Sheuan Chang

2022/2/10

BSRA: Block-based super resolution accelerator with hardware efficient pixel attention

Dun-Hao Yang

Tian-Sheuan Chang

2022/5/27

Device quantization policy in variation-aware in-memory computing design

Scientific reports

Chih-Cheng Chang

Shao-Tzu Li

Tong-Lin Pan

Chia-Ming Tsai

I-Ting Wang

...

2022/1/7

A 14 μJ/Decision Keyword-Spotting Accelerator With In-SRAMComputing and On-Chip Learning for Customization

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Yu-Hsiang Chiang

Tian-Sheuan Chang

Shyh Jye Jou

2022/5/13

All Attention U-NET for Semantic Segmentation of Intracranial Hemorrhages In Head CT Images

Chia Shuo Chang

Tian Sheuan Chang

Jiun Lin Yan

Li Ko

2022/10/13

Hardware-robust in-rram-computing for object detection

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Yu-Hsiang Chiang

Cheng-En Ni

Yun Sung

Tuo-Hung Hou

Tian-Sheuan Chang

...

2022/5/2

Row-wise accelerator for vision transformer

Hong-Yi Wang

Tian-Sheuan Chang

2022/6/13

An 1-bit by 1-bit high parallelism in-RRAM macro with co-training mechanism for DCNN applications

Chi Liu

Shao-Tzu Li

Tong-Lin Pan

Cheng-En Ni

Yun Sung

...

2022/4/18

A real time super resolution accelerator with tilted layer fusion

An-Jung Huang

Kai-Chieh Hsu

Tian-Sheuan Chang

2022/5/27

Device Quantization Policy and Power-Performance-Area Co-Optimization Strategy in Variation-Aware In-memory Computing Design

Chih-Cheng Chang

Shao-Tzu Li

Tong-Lin Pan

Chia-Ming Tsai

I-Ting Wang

...

2021/8/3

RangeSeg: Range-aware real time segmentation of 3D LiDAR point clouds

IEEE Transactions on Intelligent Vehicles

Tzu-Hsuan Chen

Tian Sheuan Chang

2021/6/2

See List of Professors in Tian Sheuan Chang University(National Chiao Tung University)

Co-Authors

H-index: 43
Tuo-Hung (Alex) Hou

Tuo-Hung (Alex) Hou

National Chiao Tung University

H-index: 31
Jiun-In Guo

Jiun-In Guo

National Chiao Tung University

H-index: 30
Gauthier Lafruit

Gauthier Lafruit

Université Libre de Bruxelles

H-index: 26
Shyh-Jye Jou

Shyh-Jye Jou

National Chiao Tung University

H-index: 18
I-Ting Wang

I-Ting Wang

National Chiao Tung University

H-index: 9
Esam A. AlQaralleh

Esam A. AlQaralleh

Princess Sumaya University for Technology

academic-engine