LLM-Based Semantic Modeling and Cooperative Evolutionary Fuzzing for Traffic Violation Scenario Generation (APSEC 2025 - Technical Track) - APSEC 2025

Tue 2 - Fri 5 December 2025 Macao, China

Who

Liu Yangyang, Xinyu Li, Yan Xiao, Miao Zhang, Pengcheng Zhang

Track

APSEC 2025 Technical Track

This program is tentative and subject to change.

Time Zone

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When

Fri 5 Dec 2025 11:20 - 11:40 at (Session A) lotus room - Session 7A: LLM Code Generation (Technical Track) Chair(s): Yifei Wang

Liu Yangyang

Xinyu Li

Hohai University

Yan Xiao

Sun Yat-sen University

China

Miao Zhang

Shenzhen Technology University

Pengcheng Zhang

Hohai University

China

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

Fri 5 Dec
Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

	11:00 - 12:20	Session 7A: LLM Code Generation (Technical Track) Technical Track at (Session A) lotus room Chair(s): Yifei Wang

	11:00 20m Full-paper		Chart2Code-MoLA: Efficient Multi-Modal Code Generation via Adaptive Expert Routing Technical Track Yifei Wang City University of Hong Kong, Jacky Keung City University of Hong Kong, Zhenyu Mao City University of Hong Kong, Jingyu Zhang City University of Hong Kong, CAO YUCHEN
	11:20 20m Full-paper		LLM-Based Semantic Modeling and Cooperative Evolutionary Fuzzing for Traffic Violation Scenario Generation Technical Track Liu Yangyang , Xinyu Li Hohai University, Yan Xiao Sun Yat-sen University, Miao Zhang Shenzhen Technology University, Pengcheng Zhang Hohai University
	11:40 20m Full-paper		Multi-agent Assisted Automatic Test Generation for Java JSON Libraries Technical Track Sinan Wang Southern University of Science and Technology, Zhiyuan Zhong The University of Utah, Shaojin Wen Alibaba Inc, Yepang Liu Southern University of Science and Technology
	12:00 20m Full-paper		Breaking the Curse of High-Dimensionality: A Transformer-Based Approach to Software Configuration Performance Prediction Technical Track ZhengyuePan Hangzhou Dianzi University, Mingjie Tu Hangzhou Dianzi University, Shijie Li China Southern Power Grid Company Limited, Dandan Wang Institute of Software, Chinese Academy of Sciences, Jie Chen Hangzhou Dianzi University