APSEC 2025
Tue 2 - Fri 5 December 2025 Macao, China

Thu 4 Dec

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

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