Mr. Zushuang Liang | Salient Object Detection | Best Researcher Award

Mr. Zushuang Liang, Harbin Institute of Technology, China

Mr. Zushuang Liang is a graduate student at the Harbin Institute of Technology, specializing in Computer Vision with a focus on Salient Object Detection and Graph Neural Networks (GNNs). His innovative research, including the development of a multi-scale graph attention network for video detection, holds promising applications in areas such as autonomous driving and surveillance. Additionally, Mr. Liang explores interdisciplinary work by integrating machine learning with music technology through piano polyphonic transcription, showcasing his versatility and contribution to both fields.

Suitability for the Best Researcher Award:

Mr. Liang’s work is not only technically innovative but also highly impactful. His contributions to video salient object detection with applications that extend to fields like autonomous driving, surveillance, and multimedia retrieval make him a deserving candidate for the Best Researcher Award. His interdisciplinary approach, combining machine learning with music technology, further distinguishes him as a forward-thinking researcher.

Research & Contributions:

His pioneering research includes developing the multi-scale graph attention network for video salient object detection, with potential applications in autonomous driving and surveillance. Additionally, he bridges disciplines by working on piano polyphonic transcription, integrating machine learning with music technology.

Mr. Saket Kumar Singh | Computer Vision | Best Researcher Award

Mr. Saket Kumar Singh, Birla Institute of Technology, Mesra, Ranchi, India

Saket Kumar Singh, born on October 21, 1993, is a Project Research Scientist currently working on an ICMR-funded project titled “Explainable AI for Hypoxic Ischemic Encephalopathy Detection using ultrasound images in Jharkhand Neonates: A Deep Learning Approach.” He is pursuing a Ph.D. in Computer Science and Engineering at BIT MESRA, Ranchi, focusing on implementing deep learning methods for the early diagnosis of chronic diseases. Singh has over seven years of experience as an Assistant Professor, teaching AI, Machine Learning, and Data Science at various esteemed institutions in India, including the National Institute of Advanced Manufacturing Technology, AKG Engineering College, IMS Engineering College, Kanpur Institute of Technology, and Subhash Institute of Software Technology. He holds an MTech in Computer Science from BIT MESRA, where he graduated with distinction, and a B.E. in Computer Science & Engineering from NRI Institute of Information Science & Tech., Bhopal. Saket is recognized for his technical, experimental, and interpersonal skills, making significant contributions to curriculum development, student mentoring, and organizing hackathons. He has a strong passion for technology and research, with numerous publications and project presentations to his name. Additionally, Saket has received several accolades in cultural and sports activities, showcasing his diverse talents and dedication to excellence.

🌐 Professional Profile:

ORCID

Academic Background 🎓📖

Ph.D. (Pursuing) in Computer Science and Engineering, BIT MESRA, Ranchi (2021 – Present)
- Thesis Title: Implementation of Deep Learning Methods for early diagnosis of various chronic diseases
MTech in Computer Science, BIT MESRA, Ranchi (2013-2015)
- Percentage: 80.8% (First Class with Distinction)
B.E. in Computer Science & Engineering, NRI Institute of Information Science & Technology, Bhopal (2009-2013)
- Percentage: 67.25% (First Class)
Schooling at D.A.V. Public School, Bariatu, Ranchi
- Class XII (2009): 71% (First Class)
- Class X (2007): 84% (First Class)

Employment History 📅🏫

Assistant Professor, National Institute of Advanced Manufacturing Technology, Hatia, Ranchi (April 11, 2022 – April 10, 2023)
Assistant Professor, AKG Engineering College, Ghaziabad, Delhi NCR (July 9, 2018 – Dec 10, 2021)
Assistant Professor, IMS Engineering College, Ghaziabad, U.P. (July 19, 2017 – June 30, 2018)
Assistant Professor, Kanpur Institute of Technology, Kanpur, U.P. (January 18, 2016 – July 08, 2017)
Assistant Professor, Subhash Institute of Software Technology, Kanpur, U.P. (June 15, 2015 – January 17, 2016)

Roles & Responsibilities 📋

Collegewide Administrative Duties:
- Syllabus Development for UG Course “Computer Engineering” and PG Course “Data Science”
- Central ERP Coordinator at AKGEC
- Initiated and Managed YouTube News Channel for AKGEC
- Conducted Inter-College Hackathon and Coding Contests
Departmental & General Duties:
- Delivering lectures and supervising labs
- Departmental Student Attendance Management
- Recruitment and mentoring students for competitions and projects
Academic Activities:
- Delivered courses on AI, ML, and DL
- Provided training under DST sponsored projects
- Conducted hackathons and coding contests
- Presented papers at national conferences

Courses Taught 📘👨‍🏫

BTech Classes: Operating Systems, Theory of Automata and Formal Languages, Machine Learning, Computer Networks, Artificial Intelligence, Database Management System

Mr. Zushuang Liang | Salient Object Detection | Best Researcher Award

Mr. Zushuang Liang | Salient Object Detection | Best Researcher Award

Mr. Zushuang Liang, Harbin Institute of Technology, China

Professional Profile:

Orcid

Suitability for the Best Researcher Award:

Educational Background:

Area of Specialization:

Research & Contributions:

Publication Top Notes:

Title: DAFE-MSGAT: Dual-Attention Feature Extraction and Multi-Scale Graph Attention Network for Polyphonic Piano Transcription

Year: 2024