Feature-based Transfer Learning in Cross-Project Defect Prediction: A Systematic Review (APSEC 2025 - Early Research Achievements (ERA)) - APSEC 2025

Tue 2 - Fri 5 December 2025 Macao, China

Who

Wang Yunpeng, Dongcheng Li, Man Zhao, W. Eric Wong

Track

APSEC 2025 Early Research Achievements (ERA)

This program is tentative and subject to change.

Time Zone

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When

Thu 4 Dec 2025 10:30 - 10:45 at room-3 - Session 3C: AI and Testing (ERA Track)

Wang Yunpeng

Dongcheng Li

California State Polytechnic University

Man Zhao

China University of Geosciences(Wuhan)

W. Eric Wong

University of Texas at Dallas

United States

This program is tentative and subject to change.

Time Zone

The program is currently displayed in (GMT+08:00) Beijing, Chongqing, Hong Kong, Urumqi.

Use conference time zone: (GMT+08:00) Beijing, Chongqing, Hong Kong, UrumqiSelect other time zone

The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
The time band will also limit the events that are included in the personal iCalendar subscription service.

Display full programSpecify a time band

Session Program

Thu 4 Dec
Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

	10:30 - 12:00	Session 3C: AI and Testing (ERA Track) Early Research Achievements (ERA) at room-3

	10:30 15m Full-paper		Feature-based Transfer Learning in Cross-Project Defect Prediction: A Systematic Review Early Research Achievements (ERA) Wang Yunpeng , Dongcheng Li California State Polytechnic University, Man Zhao China University of Geosciences(Wuhan), W. Eric Wong University of Texas at Dallas
	10:45 15m Full-paper		KG-Code: A Knowledge Graph Guided Pre-Training Approach for Code Representation Early Research Achievements (ERA) hanyu zhang Waseda University, Tomoji Kishi Waseda University
	11:00 15m Full-paper		MSWT: Multi-Scale Wavelet Transformer for Dynamic Feature-Based Student Program Error Identification Early Research Achievements (ERA) Lingzhong Yu , Qing Zhou College of Computer, Chongqing University, Subo Zhao College of Computer, Chongqing University, Siyuan Wang Chongqing University, China
	11:15 15m Full-paper		Multi-Dimensional Metamorphic Testing of Terminology in Machine Translation Early Research Achievements (ERA) tanzhifang , Chuanqi Tao Nanjing University of Aeronautics and Astronautics
	11:30 15m Full-paper		Natural Language Explanation in Code Clone Detection using LLM-based Post Hoc Explainer Early Research Achievements (ERA) Teeradaj Racharak Tohoku University, Chaiyong Rakhitwetsagul Mahidol University, Thailand, Chayanee Junplong Mahidol University, Akara Supratak University College London
	11:45 15m Full-paper		Practices and Challenges of Using DeepSeek in SE: An Empirical Study Early Research Achievements (ERA) Chao Zhang