APSEC 2025
Tue 2 - Fri 5 December 2025 Macao, China
APSEC 2025 (series) / Wynn Palace /

Room information: (Session C) orchid room

VenueWynn Palace
Room name(Session C) orchid room
Floor0
Room InformationNo extra information available
Program

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Wed 3 Dec

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

14:00 - 15:30
Session 1C: LLM Applications (ERA Track) Early Research Achievements (ERA) at (Session C) orchid room
Chair(s): Xiaoning Du Monash University, Shamsul Sahibuddin Universiti Teknologi Malaysia
14:00
15m
Full-paper
An Empirical Analysis of ESLint Information Components and Their Interactions in LLM-based Program Repair
Early Research Achievements (ERA)
Shinhyuck Kang Sungkyunkwan University, Jinseok Heo Sungkyunkwan University, Eunseok Lee Sungkyunkwan University
14:15
15m
Full-paper
Compressing Cell Execution Logs Embedded within Jupyter Notebook Files
Early Research Achievements (ERA)
Tomoki Nakamaru The University of Tokyo
14:30
15m
Full-paper
Developing a Japanese-Localization Code Benchmark for LLMs
Early Research Achievements (ERA)
Haruka Tsuchida Japan Women's University, Miyu Sato Japan Women's University, Yuha Nishigata Japan Women's University, Ito Waka Japan Women's University, Kimio Kuramitsu Japan Women's University
14:45
15m
Full-paper
Enhancing Requirement-to-Code Traceability via Chain-of-Thought Prompting in Large Language Models
Early Research Achievements (ERA)
wang wenqing , Ye Wang Zhejiang Gongshang University, Liping Zhao , Qiao Huang Zhejiang Gongshang University, Bo Jiang Zhejiang Gongshang University
15:00
15m
Full-paper
RAG4Test: Retrieving GUI States for Multilingual Bug Report and Test Case Generation via LLMs
Early Research Achievements (ERA)
Zhiyao Wang The University of Osaka, Xiujing Guo The University of Osaka, Tatsuhiro Tsuchiya Osaka University
15:15
15m
Full-paper
DTM: Deterministic Approaches for Black-box Test Suite Minimization with Tree-based Similarity
Early Research Achievements (ERA)
Md Siam , Shartaz Sajid Nahid Institute of Information Technology, University of Dhaka, Md Arif Hasan University of Dhaka, Bangladesh, Nurul Ahad Tawhid Institute of Information Technology, University of Dhaka, Kazi Sakib Institute of Information Technology, University of Dhaka
16:00 - 17:30
Session 2C: Testing and Defense (ERA Track) Early Research Achievements (ERA) at (Session C) orchid room
Chair(s): Zhengyuan Wei The Education University of Hong Kong
16:00
15m
Full-paper
Explainable Software Engineering: From State of the Practice to State of the Art
Early Research Achievements (ERA)
Zheng Li Queen's University Belfast, UK, Maria Angela Ferrario Queen's University Belfast, Ben Crossey Queen's University Belfast, Austen Rainer Queen's University Belfast
16:15
15m
Full-paper
Function-level Optimization Automatic Tuner for Numerical Programs
Early Research Achievements (ERA)
Xinni Liu National University of Defense Technology, College of Computer Science and Technology, Xinpeng Li National University of Defense Technology, College of Computer Science and Technology, Guangping Yu National University of Defense Technology, College of Computer Science and Technology, Hengbiao Yu , Xin Yi National University of Defense Technology, Chun Huang National University of Defense Technology
16:30
15m
Full-paper
How Far Have LLMs Come Toward Automated SATD Taxonomy Construction?
Early Research Achievements (ERA)
Sota Nakashima Kyushu University, Yuta Ishimoto Kyushu University, Masanari Kondo Kyushu University, Tao Xiao Kyushu University, Yasutaka Kamei Kyushu University
Pre-print
16:45
15m
Full-paper
MAJD: Intent-Aware Multi-Agent Framework for Jailbreak Defense
Early Research Achievements (ERA)
Jigang Xie China Unicom Western Innovation Institute, Zhengfan Wang Xi'an Jiaotong University, Junchao He China Unicom Western Innovation Institute, Wenjing Jiao Xi'an Jiaotong University, Pengfei Dang China Unicom Western Innovation Institute, Yadong Zhou Lanzhou Jiaotong University, Wei Zhang China Unicom Western Innovation Institute, Ming Fan Xi'an Jiaotong University
17:00
15m
Full-paper
Resilient Auto-Scaling of Microservice Architectures with Efficient Resource Management
Early Research Achievements (ERA)
Hussain Ahmad University of Adelaide, Christoph Treude Singapore Management University, Markus Wagner Monash University, Australia, Claudia Szabo The University of Adelaide
17:15
15m
Full-paper
Towards Function-Level Correctness Assessment of System Software with LLMs: A Case Study
Early Research Achievements (ERA)
Zhong Ming Self, Xin Sun School of Electronic Information Engineering, China West Normal University

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 (Session C) orchid room
Chair(s): Xiaoxue Ren Zhejiang University
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
14:00 - 15:30
Session 4C: Requirements and Code (ERA Track) Early Research Achievements (ERA) at (Session C) orchid room
Chair(s): Ian Gorton Northeastern University – Seattle, USA
14:00
15m
Full-paper
A Software Architecture Resilience Assessment Method via Dynamic Bayesian Networks
Early Research Achievements (ERA)
Hao Chen Southeast University, Bixin Li Southeast University, Chunguang Zhang Southeast University, Zixuan Liu Southeast University
14:15
15m
Full-paper
Automating Requirements Modelling with LLMs: An Iterative Contrastive Optimisation Approach
Early Research Achievements (ERA)
Chenxi Lv Southwest University, Shmuel Tyszberowicz , Zhiming Liu Southwest University, Bo Liu Southwest University
14:30
15m
Full-paper
BlockAlign: Fair Performance Testing for Blockchains based on Configuration Alignment
Early Research Achievements (ERA)
Jing shi , Chenglin Xie Peking University, Jianbo Gao Peking University, Peilun Li Shanghai Tree-Graph Blockchain Research Institute, Guoli Yang Advanced Institute of Big Data, Xiaoying Bai Advanced Institute of Big Data
14:45
15m
Full-paper
QEC-LLM: Training Query-focused Extractive Compression Model with LLM-guiding for Open Domain QA
Early Research Achievements (ERA)
Sijia Wang North China University of Technology, Jy Duan , Xin Li , Haoguang Wen , Yizhuo Zhang Hebei University of Engineering, Chunming Liu , Zibo Yi
15:00
15m
Full-paper
Cross-Project Defect Prediction Based on Feature Fusion and Local Domain Adaptation
Early Research Achievements (ERA)
Xianglu Zhou , Xiaoyan Zhu School of Computer Science and Technology, Xi’ an Jiaotong University, Shaan Xi, China, Yu Wang , Jiayin Wang Xi'an Jiaotong University, Xin Lai School of Computer Science and Technology, Xi’ an Jiaotong University, Shaan Xi, China
15:15
15m
Full-paper
Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach
Early Research Achievements (ERA)
Zhenyu Mao City University of Hong Kong, Jacky Keung City University of Hong Kong, Fengji Zhang , Shuo Liu City University of Hong Kong, Yifei Wang City University of Hong Kong, Jialong Li Waseda University, Japan
16:00 - 17:00
Session 5C: Code Summarization (ERA Track) Early Research Achievements (ERA) at (Session C) orchid room
Chair(s): Zhen Yang Shandong University
16:00
15m
Full-paper
CSMS: Boosting Class Code Summarization via Transformer Refinement and Method Summary Fusion
Early Research Achievements (ERA)
Feiqiao Mao , Xingyang Du Shenzhen University, Shaocheng Feng Shenzhen University, Jiafeng Guo Shenzhen University, Yifan Bai Shenzhen University
16:15
15m
Full-paper
 Retrieval-Augmented Code Generation of Low-Resource Programming Languages
Early Research Achievements (ERA)
Jianbo Lin Nanjing University, Yuan Zhang Nanjing University, Chuanyi Li Nanjing University, Wentao Zou , Jidong Ge Nanjing University, Bin Luo Nanjing University
16:30
15m
Full-paper
TriGraSum: A Tri-level Graph-based Architecture for Source Code Summarization
Early Research Achievements (ERA)
Ruiguo Hu , Dongqi Wang Northeastern University, Mingzhao Xie Software College, Northeastern University, Zhenglin Li Northeastern University, Dongming Chen Northeastern University
16:45
15m
Full-paper
Unified Modelling and Consistency Verification of UML Multi-View Models Using Alloy
Early Research Achievements (ERA)
Yihui Guo Southwest University, Shmuel Tyszberowicz , Zhiming Liu Southwest University, Bo Liu Southwest University

Fri 5 Dec

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

09:00 - 10:20
Session 6C: Security and Architecture (Technical Track) Technical Track at (Session C) orchid room
Chair(s): Jingyu ZHANG
09:00
20m
Full-paper
A Comparative Study Towards Designing a Hybrid Architecture of Microservices and LLM-based Multi-Agent Systems
Technical Track
Peyman Yazdanian Concordia University, Canada, Yan Liu Concordia University, Zheng Li Queen's University Belfast, UK
09:20
20m
Full-paper
Chain of Command: Context-Aware Android Malware Detection via Permission-to-API Call Chains and Graph Representation Learning
Technical Track
Zhichao Shi , Qiang Han North Minzu University, Zihao Zhang North Minzu University
09:40
20m
Full-paper
Exposing and Defending Membership Leakage in Vulnerability Prediction Models
Technical Track
Yihan Liao City University of Hong Kong, Jacky Keung City University of Hong Kong, Xiaoxue Ma Hong Kong Metropolitan University, Jingyu Zhang City University of Hong Kong, Yicheng Sun City University of Hong Kong
10:00
20m
Full-paper
Towards Lightweight LLM Software Solutions for InsurTech: A Framework for Scalable Question Answering Systems
Technical Track
Hi Kuen Yu City University of Hong Kong, Jacky Keung City University of Hong Kong, Yicheng Sun City University of Hong Kong, Yihan Liao City University of Hong Kong, Richard Suen Shenzhen MSU-BIT University

Wed 3 Dec

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

Room14:003015:003016:003017:0030
(Session C) orchid room

Early Research Achievements (ERA)

Session 1C: LLM Applications (ERA Track)

Early Research Achievements (ERA)

Session 2C: Testing and Defense (ERA Track)

Thu 4 Dec

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

Room10:003011:003012:003013:003014:003015:003016:0030
(Session C) orchid room

Early Research Achievements (ERA)

Session 3C: AI and Testing (ERA Track)

Early Research Achievements (ERA)

Session 4C: Requirements and Code (ERA Track)

Early Research Achievements (ERA)

Session 5C: Code Summarization (ERA Track)

Fri 5 Dec

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

Room9:003010:0030
(Session C) orchid room

Technical Track

Session 6C: Security and Architecture (Technical Track)

Wed 3 Dec

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

Room14:0015304515:0015304516:0015304517:00153045
(Session C) orchid room
APSEC Early Research Achievements (ERA)
An Empirical Analysis of ESLint Information Components and Their Intera ...
14:00 - 14:15
APSEC Early Research Achievements (ERA)
Compressing Cell Execution Logs Embedded within Jupyter Notebook Files
14:15 - 14:30
APSEC Early Research Achievements (ERA)
Developing a Japanese-Localization Code Benchmark for LLMs
14:30 - 14:45
APSEC Early Research Achievements (ERA)
Enhancing Requirement-to-Code Traceability via Chain-of-Thought Prompti ...
14:45 - 15:00
APSEC Early Research Achievements (ERA)
RAG4Test: Retrieving GUI States for Multilingual Bug Report and Test Ca ...
15:00 - 15:15
APSEC Early Research Achievements (ERA)
DTM: Deterministic Approaches for Black-box Test Suite Minimization wit ...
15:15 - 15:30
APSEC Early Research Achievements (ERA)
Explainable Software Engineering: From State of the Practice to State o ...
16:00 - 16:15
APSEC Early Research Achievements (ERA)
Function-level Optimization Automatic Tuner for Numerical Programs
16:15 - 16:30
APSEC Early Research Achievements (ERA)
How Far Have LLMs Come Toward Automated SATD Taxonomy Construction?
16:30 - 16:45
APSEC Early Research Achievements (ERA)
MAJD: Intent-Aware Multi-Agent Framework for Jailbreak Defense
16:45 - 17:00
APSEC Early Research Achievements (ERA)
Resilient Auto-Scaling of Microservice Architectures with Efficient Res ...
17:00 - 17:15
APSEC Early Research Achievements (ERA)
Towards Function-Level Correctness Assessment of System Software with L ...
17:15 - 17:30

Thu 4 Dec

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

Room10:0015304511:0015304512:0015304513:0015304514:0015304515:0015304516:00153045
(Session C) orchid room
APSEC Early Research Achievements (ERA)
Feature-based Transfer Learning in Cross-Project Defect Prediction: A S ...
10:30 - 10:45
APSEC Early Research Achievements (ERA)
KG-Code: A Knowledge Graph Guided Pre-Training Approach for Code Repres ...
10:45 - 11:00
APSEC Early Research Achievements (ERA)
MSWT: Multi-Scale Wavelet Transformer for Dynamic Feature-Based Student ...
11:00 - 11:15
APSEC Early Research Achievements (ERA)
Multi-Dimensional Metamorphic Testing of Terminology in Machine Translation
11:15 - 11:30
APSEC Early Research Achievements (ERA)
Natural Language Explanation in Code Clone Detection using LLM-based Po ...
11:30 - 11:45
APSEC Early Research Achievements (ERA)
Practices and Challenges of Using DeepSeek in SE: An Empirical Study
11:45 - 12:00
APSEC Early Research Achievements (ERA)
A Software Architecture Resilience Assessment Method via Dynamic Bayesi ...
14:00 - 14:15
APSEC Early Research Achievements (ERA)
Automating Requirements Modelling with LLMs: An Iterative Contrastive O ...
14:15 - 14:30
APSEC Early Research Achievements (ERA)
BlockAlign: Fair Performance Testing for Blockchains based on Configura ...
14:30 - 14:45
APSEC Early Research Achievements (ERA)
QEC-LLM: Training Query-focused Extractive Compression Model with LLM-g ...
14:45 - 15:00
APSEC Early Research Achievements (ERA)
Cross-Project Defect Prediction Based on Feature Fusion and Local Domai ...
15:00 - 15:15
APSEC Early Research Achievements (ERA)
Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach
15:15 - 15:30
APSEC Early Research Achievements (ERA)
CSMS: Boosting Class Code Summarization via Transformer Refinement and ...
16:00 - 16:15
APSEC Early Research Achievements (ERA)
Retrieval-Augmented Code Generation of Low-Resource Programming Languages
16:15 - 16:30
APSEC Early Research Achievements (ERA)
TriGraSum: A Tri-level Graph-based Architecture for Source Code Summari ...
16:30 - 16:45
APSEC Early Research Achievements (ERA)
Unified Modelling and Consistency Verification of UML Multi-View Models ...
16:45 - 17:00

Fri 5 Dec

Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

Room9:0015304510:00153045
(Session C) orchid room
APSEC Technical Track
A Comparative Study Towards Designing a Hybrid Architecture of Microser ...
09:00 - 09:20
APSEC Technical Track
Chain of Command: Context-Aware Android Malware Detection via Permissio ...
09:20 - 09:40
APSEC Technical Track
Exposing and Defending Membership Leakage in Vulnerability Prediction M ...
09:40 - 10:00
APSEC Technical Track
Towards Lightweight LLM Software Solutions for InsurTech: A Framework f ...
10:00 - 10:20