Internetware 2026
Sat 18 - Mon 20 July 2026
Gold Coast, Australia
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Venue: Hilton Surfers Paradise Hotel & Residences
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Sat 18 Jul
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Hilton Surfers Paradise Hotel & Residences
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Sat 18 Jul
Displayed time zone:
Brisbane
change
09:00 - 10:00
Keynote I
Keynotes
at
Ballroom
09:00
60m
Keynote
Reasoning Beyond LLMs and a Vision for Life After Superintelligence: The Player Era
Keynotes
Jin Song Dong
National University of Singapore
10:30 - 11:30
Keynote II
Keynotes
at
Ballroom
10:30
60m
Keynote
Formal Design of Safety-critical Cyber-Physical Systems
Keynotes
Naijun Zhan
Peking University; Zhongguancun Laboratory
11:40 - 12:40
Session 1: Software Vulnerabilities and Security I
Research Track
at
Ballroom
Chair(s):
Yi Song
School of Computer Science, Wuhan University
11:40
15m
Talk
LiveFuzz: Detecting Exploitable Library Vulnerabilities from Client Programs via Directed Greybox Fuzzing
Research Track
Yukai Zhao
,
Menghan Wu
Zhejiang University
,
Xing Hu
Zhejiang University
,
Shaohua Wang
Central University of Finance and Economics
,
Meng Luo
The State Key Laboratory of Blockchain and Data Security, Zhejiang University
,
Xin Xia
Zhejiang University
11:55
15m
Talk
ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff Analysis
Research Track
Xinwei Mao
Zhejiang University
,
Zirui Chen
Zhejiang University
,
Xing Hu
Zhejiang University
,
Xin Xia
Zhejiang University
Pre-print
12:10
15m
Talk
VulnForge: Building Enhanced OSS Vulnerability Datasets via Uncertainty-based Patch Analysis
Research Track
Li Lu
Huazhong University of Science and Technology
,
Xinyu She
Huazhong University of Science and Technology
,
Shengming Zhao
Fudan University
,
Ningke Li
National University of Singapore
,
Yanjie Zhao
Huazhong University of Science and Technology
,
Haoyu Wang
Huazhong University of Science and Technology
12:25
15m
Talk
RelocSC: Compiler-Driven Generation of Self-Relocating Linux Shellcode
Research Track
Ruimin Wang
Information Engineering University
,
Jintao Bao
Information Engineering University
,
Jian Lin
Information Engineering University
,
Guoan Liu
Information Engineering University
,
Shuai Ren
Information Engineering University
14:00 - 15:30
Session 3: Software Vulnerabilities and Security II
Research Track
/
New Idea
at
Ballroom
Chair(s):
Ruitao Feng
Southern Cross University
14:00
15m
Talk
CaVulner: Automated Context-Aware Identification of Vulnerable Versions
Research Track
Xiaoyong Yan
Zhejiang University
,
Chengwei Liu
Nankai University
,
Yukai Cao
Zhejiang University
,
Zhiyao Wu
Zhejiang University
,
Rui Chang
Zhejiang University
,
Wenbo Shen
Zhejiang University
14:15
15m
Talk
Unveiling Large Language Model Supply Chain: Structure, Domain, and Vulnerabilities
Research Track
Yanzhe Hu
Huazhong University of Science and Technology
,
Shenao Wang
Huazhong University of Science and Technology
,
Yuhan Tang
Huazhong University of Science and Technology
,
Tianyuan Nie
Huazhong University of Science and Technology
,
Yanjie Zhao
Huazhong University of Science and Technology
,
Haoyu Wang
Huazhong University of Science and Technology
Pre-print
14:30
15m
Talk
Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact
Research Track
Shenao Wang
Huazhong University of Science and Technology
,
Yanjie Zhao
Huazhong University of Science and Technology
,
Zhao Liu
360 AI Security Lab
,
Quanchen Zou
360 AI Security Lab
,
Haoyu Wang
Huazhong University of Science and Technology
Pre-print
14:45
15m
Talk
Exploring Large Language Models for Security Bug Localization: An Empirical Study
Research Track
Jiachen Ge
State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China
,
Feifei Niu
Graz University of Technology
,
Chuanyi Li
Nanjing University
,
Xin Xia
Zhejiang University
15:00
15m
Talk
DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection
Research Track
Mingyang Sun
Institute of Information Engineering, Chinese Academy of Sciences
,
Guozhu Meng
Institute of Information Engineering, Chinese Academy of Sciences
Pre-print
15:15
15m
Talk
LiveSafeRust: Toward Live Static Security Analysis in the Rust LSP Edit Loop
New Idea
Zihao Xu
UNSW
,
Yuekang Li
UNSW
16:00 - 17:30
Session 5: Program Analysis, Verification, and Code Transformation
Research Track
/
New Idea
at
Ballroom
Chair(s):
Zihan Wang
The University of Queensland and CSIRO's Data61
16:00
15m
Talk
Bypassing Redundant Safety Checks in Rust via Static Analysis
Research Track
Yunlong Yu
Shandong University
,
Qingdan Meng
Shandong University
,
Wei Zhang
Shandong University
,
Lei Ju
Shandong University
16:15
15m
Talk
Feedback-Oriented Retrieval and Guided Editing for Java Meta-Decompilation
Research Track
Puhua Sun
Zhejiang University
,
Xing Hu
Zhejiang University
,
Xin Xia
Zhejiang University
16:30
15m
Talk
Value Analysis of Floating-Point Fortran Programs by Combining Interval and Zonotopic Abstractions
Research Track
Dengping Wei
National University of Defense Technology
,
Banghu Yin
College of Computer, National University of Defense Technology, Changsha, China
,
Yi Huang
National University of Defense Technology
,
Liqian Chen
National University of Defense Technology
File Attached
16:45
15m
Talk
Editor Specialization: Deriving DSL Editors through Editing Service Lifting
Research Track
Ziheng Wang
Peking University
,
Zhichao Guan
Peking University
,
Xiaoyang Lu
Purdue University
,
Di Wang
Peking University
,
Hongjie Chen
Peking University
,
Zhenjiang Hu
Peking University
File Attached
17:00
15m
Talk
Predicates with One Hole for Linked Data Structures in Separation Logic
Research Track
Xingpeng Liu
National University of Defense Technology
,
Yanjun Wen
National University of Defense Technology
,
Hengzhu Liu
National University of Defense Technology
,
Ji Wang
National University of Defense Technology
17:15
15m
Talk
ACSLAgent: Generation and Synthesis of Formal Specifications for C programs via LLM-based Agent
New Idea
Lezhi Ma
Nanjing University
,
Han Wang
Nanjing University
,
Shangqing Liu
Nanjing University
,
Lei Bu
Nanjing University
Sun 19 Jul
Displayed time zone:
Brisbane
change
08:45 - 09:45
Keynote III
Keynotes
at
Ballroom
08:45
60m
Keynote
Software is Dead. Long Live the Environment: Towards Verification-First AIWare
Keynotes
Liming Zhu
CSIRO’s Data61
10:30 - 11:30
Keynote IV
Keynotes
at
Ballroom
10:30
60m
Keynote
Building Trustworthy AI: Attacking Code Agents and Enhancing Code Generation via LLM Ensembles and Partial-Code Reward Models
Keynotes
Corina Pasareanu
CMU, NASA, KBR
11:40 - 12:45
Session 7: AI for Code Understanding and Developer Support
Tool Demonstration
/
Research Track
/
New Idea
at
Ballroom
Chair(s):
Xinyu Gao
Nanjing University
11:40
15m
Talk
MultiDRECS: A Multi-Dimensional Requirement-Aligned Automated Evaluation Framework for Code Summarization
Research Track
xianwei wu
Nanjing University
,
Haifeng Shen
Southern Cross University
,
Guoping Rong
Nanjing University
File Attached
11:55
15m
Talk
Benchmarking Large Language Model Benchmarks: Standardized Scores vs. Perceived Utility
Research Track
Lecheng Wang
Peking University
,
Xin Yan
Peking University
,
Yihong Dong
Peking University
,
Ruohan Xu
Peking University
,
Yiyang Liu
Peking University
,
Huanyu Liu
,
Hao Zhu
Peking University
,
Fang Zheng
Peking University
,
Ge Li
Peking University
,
Wenpin Jiao
Peking University
12:10
10m
Talk
iReDev: An Interactive Human-Agent Collaborative Platform for Requirements Development
Tool Demonstration
Dongming Jin
Peking University, China
,
Zhi Jin
Peking University, Wuhan University
,
Yaotian Yang
Beijing Forestry University
,
Jia Li
Wuhan University
,
Xiaohong Chen
East China Normal University
12:20
10m
Talk
Developing Software Accessibility Features and Enhancing Developer Knowledge Through a Self-Healing Agentic Framework
New Idea
Ciaron Fitzpatrick
Queen's University Belfast
,
Thai Son Mai
Queen's University Belfast
,
Javid Taheri
Queen's University Belfast
,
Zheng Li
Queen's University Belfast, UK
12:30
15m
Talk
CodeCoR: Enhancing LLM Code Generation via Self-Reflective Multi-Agent Collaboration
Research Track
Ruwei Pan
Chongqing University
,
Hongyu Zhang
Chongqing University
,
Chao Liu
Chongqing University
14:00 - 15:00
Session 9: OpenHarmony, IoT, and Edge Security
Research Track
at
Ballroom
Chair(s):
Jinyu Gu
Shanghai Jiao Tong University
14:00
15m
Talk
HapCiD: Detecting API-related Compatibility Issues in OpenHarmony Apps
Research Track
Daihang Chen
Beihang University
,
Yonghui Liu
Australian National University
,
Mingyi Zhou
Beihang University
,
Li Li
Beihang University
14:15
15m
Talk
Arktan: A Taint Analysis Framework for HarmonyOS ArkTS Application
Research Track
Ning Zhang
Xidian University
,
Xiaofeng Zhu
Xidian University
,
Haotian Wu
Xidian University
,
Junhao Zhang
Xidian University
14:30
15m
Talk
XTaint: Dynamic-Assisted Taint Tracking across Execution Boundaries in IoT Firmware
Research Track
Zuozheng Zhou
Information Engineering University
,
Ruimin Wang
Information Engineering University
,
Jian Lin
Information Engineering University
,
Haoran Liu
Information Engineering University
,
Weiyu Dong
Information Engineering University
14:45
15m
Talk
Securing the OpenHarmony Software Supply Chain: LLM-Based Malicious Code Detection for ArkTS
Research Track
Xuetao Li
Beijing Institute of Technology
,
Shencheng Dou
China Software Testing Center
,
Xin Tan
Shanghai Huawei Technologies Co., Ltd
,
Bohan Wang
Beijing Institute of Technology
,
Jinyuan Wang
Beijing Institute of Technology
,
Yuxia Zhang
Beijing Institute of Technology
,
Guangtai Liang
Huawei Cloud Computing Technologies
,
Hui Liu
Beijing Institute of Technology
15:30 - 16:40
Session 11: Software Analytics and Code Review
Research Track
at
Ballroom
Chair(s):
Yun Peng
The Chinese University of Hong Kong
15:30
17m
Talk
KA-DA: Aligning LLMs with Expert Knowledge for Fine-Grained Software Defect Analysis
Research Track
Xuwen Wang
National University of Defense Technology China
,
Jiaxin Li
National University of Defense Technology China
,
Ruibo Wang
National University of Defense Technology
,
Lin Peng
National University of Defense Technology China
,
Linjin Wei
National University of Defense Technology China
,
Zhen Zhu
National University of Defense Technology China
,
Haodi Lu
National University of Defense Technology China
15:47
17m
Talk
AgentGraph: Knowledge-Graph Augmented Agent Framework for Multi-Step Association Analysis
Research Track
houyuxuan
East China Normal University
,
Junyuan Guo
East China Normal University
,
Qiyuan Wang
East China Normal University
,
Dongyi Ouyang
East China Normal University
,
Junjie YAO
16:05
17m
Talk
MERC-Annot: Automated Annotation of Modification-Eliciting Code Review Comments with Large Language Models
Research Track
YongdaYu
Nanjing University
,
Lei Zhang
Nanjing University
,
Guoping Rong
Nanjing University
,
Haifeng Shen
Southern Cross University
,
Jiahao Zhang
Nanjing University
,
Haoxiang Yan
Nanjing University
,
Guohao Shi
Nanjing University
,
Dong Shao
Nanjing University
,
He Zhang
Nanjing University
File Attached
16:22
17m
Talk
Don’t Rush to Critique: Cultivating an Analysis-First Habit in Code Review Models
Research Track
YongdaYu
Nanjing University
,
Guohao Shi
Nanjing University
,
Long Xianjun
China Telecom Research Institute
,
Guoping Rong
Nanjing University
,
Haifeng Shen
Southern Cross University
,
XueMing Gu
University of Waterloo
File Attached
Mon 20 Jul
Displayed time zone:
Brisbane
change
08:45 - 10:15
Future of Internetware Workshop I
Future of Internetware Workshop
at
Ballroom
08:45
45m
Talk
Invited Talk 1: Intent is the New Architecture: Lessons from Engineering Platforms with Spec-Driven AI Collaboration
Future of Internetware Workshop
Muhammad Ali Babar
The University of Adelaide
09:30
45m
Talk
Invited Talk 2: AI-Native Requirements Engineering: Vision, Principles, and Early Prototype
Future of Internetware Workshop
Zhenchang Xing
CSIRO's Data61
10:35 - 12:05
Future of Internetware Workshop II
Future of Internetware Workshop
at
Ballroom
10:35
45m
Talk
Invited Talk 3: Software Automation with LLM —— Where Do We Stand?
Future of Internetware Workshop
Ge Li
Peking University
11:20
45m
Talk
Invited Talk 4: AI Coding for OpenHarmony
Future of Internetware Workshop
Li Li
Beihang University
13:05 - 14:35
Future of Internetware Workshop III
Future of Internetware Workshop
at
Ballroom
13:05
45m
Talk
Invited Talk 5: Harness Engineering for AI Coding Agents
Future of Internetware Workshop
Christoph Treude
Singapore Management University
13:50
45m
Talk
Invited Talk 6: Analysis and Testing of AI Models: Challenges and Experiences
Future of Internetware Workshop
Yulei Sui
University of New South Wales
14:55 - 16:25
Future of Internetware Workshop IV
Future of Internetware Workshop
at
Ballroom
14:55
45m
Talk
Invited Talk 7: Cyber G.A.M.E.: Security Research for Trustworthy Connected Systems in the Internetware Era
Future of Internetware Workshop
Dan Dongseong Kim
The University of Queensland
15:40
45m
Talk
Invited Talk 8: Unlocking the Potential of LLMs with Care: Can They Really Understand Code Changes?
Future of Internetware Workshop
Patanamon Thongtanunam
The University of Melbourne
Sat 18 Jul
Displayed time zone:
Brisbane
change
Room
9:00
30
10:00
30
11:00
30
12:00
30
13:00
30
14:00
30
15:00
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16:00
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17:00
30
Ballroom
Keynotes
Keynote I
Keynotes
Keynote II
Research Track
Session 1: Software Vulnerabilities and Security I
Research Track + New Idea
Session 3: Software Vulnerabilities and Security II
Research Track + New Idea
Session 5: Program Analysis, Verification, and Code Transformation
Sun 19 Jul
Displayed time zone:
Brisbane
change
Room
8:00
30
9:00
30
10:00
30
11:00
30
12:00
30
13:00
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14:00
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15:00
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16:00
30
Ballroom
Keynotes
Keynote III
Keynotes
Keynote IV
Tool Demonstration + Research Track + New Idea
Session 7: AI for Code Understanding and Developer Support
Research Track
Session 9: OpenHarmony, IoT, and Edge Security
Research Track
Session 11: Software Analytics and Code Review
Mon 20 Jul
Displayed time zone:
Brisbane
change
Room
8:00
30
9:00
30
10:00
30
11:00
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12:00
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13:00
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16:00
30
Ballroom
Future of Internetware Workshop
Future of Internetware Workshop I
Future of Internetware Workshop
Future of Internetware Workshop II
Future of Internetware Workshop
Future of Internetware Workshop III
Future of Internetware Workshop
Future of Internetware Workshop IV
Sat 18 Jul
Displayed time zone:
Brisbane
change
Room
9:00
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Ballroom
Internetware Keynotes
Reasoning Beyond LLMs and a Vision for Life After Superintelligence: Th ...
09:00 - 10:00
Internetware Keynotes
Formal Design of Safety-critical Cyber-Physical Systems
10:30 - 11:30
Internetware Research Track
LiveFuzz: Detecting Exploitable Library Vulnerabilities from Client Pro ...
11:40 - 11:55
Internetware Research Track
ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff An ...
11:55 - 12:10
Internetware Research Track
VulnForge: Building Enhanced OSS Vulnerability Datasets via Uncertainty ...
12:10 - 12:25
Internetware Research Track
RelocSC: Compiler-Driven Generation of Self-Relocating Linux Shellcode
12:25 - 12:40
Internetware Research Track
CaVulner: Automated Context-Aware Identification of Vulnerable Versions
14:00 - 14:15
Internetware Research Track
Unveiling Large Language Model Supply Chain: Structure, Domain, and Vul ...
14:15 - 14:30
Internetware Research Track
Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution ...
14:30 - 14:45
Internetware Research Track
Exploring Large Language Models for Security Bug Localization: An Empir ...
14:45 - 15:00
Internetware Research Track
DREA: Decoupled Reasoning and Exploration Agents for Repository-Level V ...
15:00 - 15:15
Internetware New Idea
LiveSafeRust: Toward Live Static Security Analysis in the Rust LSP Edit ...
15:15 - 15:30
Internetware Research Track
Bypassing Redundant Safety Checks in Rust via Static Analysis
16:00 - 16:15
Internetware Research Track
Feedback-Oriented Retrieval and Guided Editing for Java Meta-Decompilation
16:15 - 16:30
Internetware Research Track
Value Analysis of Floating-Point Fortran Programs by Combining Interval ...
16:30 - 16:45
Internetware Research Track
Editor Specialization: Deriving DSL Editors through Editing Service Lifting
16:45 - 17:00
Internetware Research Track
Predicates with One Hole for Linked Data Structures in Separation Logic
17:00 - 17:15
Internetware New Idea
ACSLAgent: Generation and Synthesis of Formal Specifications for C prog ...
17:15 - 17:30
Sun 19 Jul
Displayed time zone:
Brisbane
change
Room
8:00
15
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9:00
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10:00
15
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11:00
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15:00
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Ballroom
Internetware Keynotes
Software is Dead. Long Live the Environment: Towards Verification-First ...
08:45 - 09:45
Internetware Keynotes
Building Trustworthy AI: Attacking Code Agents and Enhancing Code Gener ...
10:30 - 11:30
Internetware Research Track
MultiDRECS: A Multi-Dimensional Requirement-Aligned Automated Evaluatio ...
11:40 - 11:55
Internetware Research Track
Benchmarking Large Language Model Benchmarks: Standardized Scores vs. P ...
11:55 - 12:10
Internetware Tool Demonstration
iReDev: An Interactive Human-Agent Collaborative Platform for Requireme ...
12:10 - 12:20
Internetware New Idea
Developing Software Accessibility Features and Enhancing Developer Know ...
12:20 - 12:30
Internetware Research Track
CodeCoR: Enhancing LLM Code Generation via Self-Reflective Multi-Agent ...
12:30 - 12:45
Internetware Research Track
HapCiD: Detecting API-related Compatibility Issues in OpenHarmony Apps
14:00 - 14:15
Internetware Research Track
Arktan: A Taint Analysis Framework for HarmonyOS ArkTS Application
14:15 - 14:30
Internetware Research Track
XTaint: Dynamic-Assisted Taint Tracking across Execution Boundaries in ...
14:30 - 14:45
Internetware Research Track
Securing the OpenHarmony Software Supply Chain: LLM-Based Malicious Cod ...
14:45 - 15:00
Internetware Research Track
KA-DA: Aligning LLMs with Expert Knowledge for Fine-Grained Software De ...
15:30 - 15:47
Internetware Research Track
AgentGraph: Knowledge-Graph Augmented Agent Framework for Multi-Step As ...
15:47 - 16:05
Internetware Research Track
MERC-Annot: Automated Annotation of Modification-Eliciting Code Review ...
16:05 - 16:22
Internetware Research Track
Don’t Rush to Critique: Cultivating an Analysis-First Habit in Code Rev ...
16:22 - 16:40
Mon 20 Jul
Displayed time zone:
Brisbane
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Room
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12:00
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14:00
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Ballroom
Internetware Future of Internetware Workshop
Invited Talk 1: Intent is the New Architecture: Lessons from Engineerin ...
08:45 - 09:30
Internetware Future of Internetware Workshop
Invited Talk 2: AI-Native Requirements Engineering: Vision, Principles, ...
09:30 - 10:15
Internetware Future of Internetware Workshop
Invited Talk 3: Software Automation with LLM —— Where Do We Stand?
10:35 - 11:20
Internetware Future of Internetware Workshop
Invited Talk 4: AI Coding for OpenHarmony
11:20 - 12:05
Internetware Future of Internetware Workshop
Invited Talk 5: Harness Engineering for AI Coding Agents
13:05 - 13:50
Internetware Future of Internetware Workshop
Invited Talk 6: Analysis and Testing of AI Models: Challenges and Exper ...
13:50 - 14:35
Internetware Future of Internetware Workshop
Invited Talk 7: Cyber G.A.M.E.: Security Research for Trustworthy Conne ...
14:55 - 15:40
Internetware Future of Internetware Workshop
Invited Talk 8: Unlocking the Potential of LLMs with Care: Can They Rea ...
15:40 - 16:25
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Tue 8 Sep 14:16