D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 67 Citations 16,057 347 World Ranking 1000 National Ranking 91
Electronics and Electrical Engineering D-index 59 Citations 10,488 273 World Ranking 594 National Ranking 62

Research.com Recognitions

Awards & Achievements

2000 - IEEE Fellow For contributions to innovative techniques for testing and synthesis of electronic circuits.

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Algorithm
  • Operating system

His primary scientific interests are in Algorithm, Electronic circuit, Automatic test pattern generation, Electronic engineering and Fault coverage. His studies in Algorithm integrate themes in fields like Set and Benchmark. As part of the same scientific family, Kwang-Ting Cheng usually focuses on Electronic circuit, concentrating on Redundancy and intersecting with Logic gate.

His work investigates the relationship between Automatic test pattern generation and topics such as Scan chain that intersect with problems in Boundary scan. His Fault coverage study also includes

  • Stuck-at fault together with Fault model,
  • Path delay that connect with fields like Reliability engineering, Real-time computing and Delay calculation. He combines subjects such as Design for testing and Very-large-scale integration with his study of Test compression.

His most cited work include:

  • Fast Human Detection Using a Cascade of Histograms of Oriented Gradients (1265 citations)
  • A partial scan method for sequential circuits with feedback (325 citations)
  • Automatic Functional Test Generation Using The Extended Finite State Machine Model (250 citations)

What are the main themes of his work throughout his whole career to date?

Kwang-Ting Cheng mainly investigates Algorithm, Electronic engineering, Automatic test pattern generation, Electronic circuit and Artificial intelligence. His Algorithm study combines topics in areas such as Fault and Set. His Electronic engineering research includes elements of Transistor and Electrical engineering.

His Automatic test pattern generation research is multidisciplinary, incorporating elements of Theoretical computer science, Boolean satisfiability problem, Computer engineering and Fault coverage. His work deals with themes such as Redundancy, Very-large-scale integration, Logic gate and Benchmark, which intersect with Electronic circuit. He interconnects Machine learning, Computer vision and Pattern recognition in the investigation of issues within Artificial intelligence.

He most often published in these fields:

  • Algorithm (27.61%)
  • Electronic engineering (24.25%)
  • Automatic test pattern generation (17.16%)

What were the highlights of his more recent work (between 2017-2021)?

  • Artificial intelligence (15.67%)
  • Pattern recognition (7.65%)
  • Convolutional neural network (3.17%)

In recent papers he was focusing on the following fields of study:

Kwang-Ting Cheng focuses on Artificial intelligence, Pattern recognition, Convolutional neural network, Transistor and Artificial neural network. His biological study spans a wide range of topics, including Machine learning and Computer vision. Kwang-Ting Cheng has researched Pattern recognition in several fields, including Overfitting and Sensitivity.

His work in Transistor addresses issues such as Thin-film transistor, which are connected to fields such as Carbon nanotube, Electronic circuit and Semiconductor device modeling. In his research, Algorithm is intimately related to Block, which falls under the overarching field of Sign function. As part of one scientific family, Kwang-Ting Cheng deals mainly with the area of Algorithm, narrowing it down to issues related to the Distribution, and often Code.

Between 2017 and 2021, his most popular works were:

  • Bi-Real Net: Enhancing the Performance of 1-Bit CNNs with Improved Representational Capability and Advanced Training Algorithm (172 citations)
  • Joint Segment-Level and Pixel-Wise Losses for Deep Learning Based Retinal Vessel Segmentation (116 citations)
  • MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning (98 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Operating system
  • Algorithm

Kwang-Ting Cheng mostly deals with Artificial intelligence, Convolutional neural network, Computer vision, Pattern recognition and Artificial neural network. Artificial intelligence is frequently linked to Set in his study. His research integrates issues of Cinematography, Mobile device and Robustness in his study of Computer vision.

His work on Feature extraction as part of general Pattern recognition study is frequently linked to Modalities, therefore connecting diverse disciplines of science. He usually deals with Convolution and limits it to topics linked to Sign function and Function, Block, Algorithm, Network performance and Initialization. His Algorithm research incorporates themes from Margin, Distribution, Construct, Generalized function and Sign.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Fast Human Detection Using a Cascade of Histograms of Oriented Gradients

Qiang Zhu;Mei-Chen Yeh;Kwang-Ting Cheng;S. Avidan.
computer vision and pattern recognition (2006)

2409 Citations

A partial scan method for sequential circuits with feedback

K.-T. Cheng;V.D. Agrawal.
IEEE Transactions on Computers (1990)

450 Citations

Delay fault testing for VLSI circuits

Angela Krstić;Kwang-Ting Cheng.
(1998)

420 Citations

Automatic Functional Test Generation Using The Extended Finite State Machine Model

Kwang Ting Cheng;A. S. Krishnakumar.
design automation conference (1993)

388 Citations

Electronic Design Automation: Synthesis, Verification, and Test

Laung-Terng Wang;Yao-Wen Chang;Kwang-Ting (Tim) Cheng.
Published in <b>2009</b> in Burlington by Morgan Kaufmann (2009)

236 Citations

Automatic generation of functional vectors using the extended finite state machine model

Kwang-Ting Cheng;A. S. Krishnakumar.
ACM Transactions on Design Automation of Electronic Systems (1996)

213 Citations

Classification and identification of nonrobust untestable path delay faults

K.-T. Cheng;H.-C. Chen.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (1996)

211 Citations

A BIST scheme for on-chip ADC and DAC testing

Jiun-Lang Huang;Chee-Kian Ong;Kwang-Ting Cheng.
design, automation, and test in europe (2000)

211 Citations

Biocompatible and totally disintegrable semiconducting polymer for ultrathin and ultralightweight transient electronics

Ting Lei;Ming Guan;Jia Liu;Hung-Cheng Lin.
Proceedings of the National Academy of Sciences of the United States of America (2017)

211 Citations

False-path-aware statistical timing analysis and efficient path selection for delay testing and timing validation

Jing-Jia Liou;Angela Krstic;Li-C. Wang;Kwang-Ting Cheng.
design automation conference (2002)

207 Citations

Best Scientists Citing Kwang-Ting Cheng

Irith Pomeranz

Irith Pomeranz

Purdue University West Lafayette

Publications: 169

Sudhakar M. Reddy

Sudhakar M. Reddy

University of Iowa

Publications: 129

Vishwani D. Agrawal

Vishwani D. Agrawal

Auburn University

Publications: 93

Jacob A. Abraham

Jacob A. Abraham

The University of Texas at Austin

Publications: 78

Michael S. Hsiao

Michael S. Hsiao

Virginia Tech

Publications: 55

Hans-Joachim Wunderlich

Hans-Joachim Wunderlich

University of Stuttgart

Publications: 52

Rolf Drechsler

Rolf Drechsler

University of Bremen

Publications: 51

Robert K. Brayton

Robert K. Brayton

University of California, Berkeley

Publications: 51

Krishnendu Chakrabarty

Krishnendu Chakrabarty

Duke University

Publications: 46

Janusz Rajski

Janusz Rajski

Siemens (Germany)

Publications: 46

Malgorzata Marek-Sadowska

Malgorzata Marek-Sadowska

University of California, Santa Barbara

Publications: 44

Srimat T. Chakradhar

Srimat T. Chakradhar

Princeton University

Publications: 40

Donatella Sciuto

Donatella Sciuto

Politecnico di Milano

Publications: 37

Peter Corcoran

Peter Corcoran

National University of Ireland, Galway

Publications: 36

Bernd Becker

Bernd Becker

University of Freiburg

Publications: 34

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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