Boming Xia

PhD Student at UNSW & CSIRO Data61

[Boming Xia @BomingXia]

📢 RAIE 2025 Deadline Extended to Nov 18! 📢

Get an extra week to submit your work on Responsible AI Engineering. Join us at RAIE 2025, co-located with @ICSEconf 2025.

#ResponsibleAI #AIEngineering #AISafety #SE4AI #ICSE2025

[Boming Xia @BomingXia]

🚀 7 𝐃𝐚𝐲𝐬 𝐋𝐞𝐟𝐭 𝐭𝐨 𝐒𝐮𝐛𝐦𝐢𝐭 𝐭𝐨 𝐑𝐀𝐈𝐄 2025! 🚀 Colocated with @ICSEconf 2025

[Boming Xia @BomingXia]

🚀 Call for Papers: 3rd International Workshop on AI Engineering (RAIE’25), colocated with @ICSEconf

🗓️ Submission: Nov 11, 2024
🗓️ Notification: Dec 9, 2024

Submission: https://t.co/xgeyhCijal

More info: https://t.co/tYsGQoaKrU

#ResponsibleAI #AIEngineering #AISafety

[Boming Xia @BomingXia]

🚀 Reminder: Call for Papers - 3rd International Workshop on Responsible AI Engineering (RAIE 2025) 🚀

Submission deadline is approaching! 🗓️ Don’t miss your chance to submit by Nov 11, 2024 and contribute to advancing Responsible AI Engineering.

[Boming Xia @BomingXia]

🚀 Call for Papers: 3rd International Workshop on AI Engineering (RAIE’25), colocated with @ICSEconf

🗓️ Submission: Nov 11, 2024
🗓️ Notification: Dec 9, 2024

Submission: https://t.co/xgeyhCijal

More info: https://t.co/tYsGQoaKrU

#ResponsibleAI #AIEngineering #AISafety

[Boming Xia @BomingXia]

🚀 Call for Papers: 3rd International Workshop on AI Engineering (RAIE’25), colocated with @ICSEconf

🗓️ Submission: Nov 11, 2024
🗓️ Notification: Dec 9, 2024

Submission: https://t.co/xgeyhCijal

More info: https://t.co/tYsGQoaKrU

#ResponsibleAI #AIEngineering #AISafety

[CAINconf @CAINconf]

🚀 #CAIN2025 Perspectives: @lionel_c_briand

AI + SE = A stronger future. CAIN connects these fields—join us at CAIN 2025 in Ottawa!

📅 Full Papers: Nov 9 (Abs Nov 2) || DS/Posters/Industry: Dec 5
🔗 https://t.co/YAXZASyOxO

#AIEngineering #SE4AI #SoftwareEngineering

[CAINconf @CAINconf]

🚨 3 weeks left for #CAIN2025 Research & Experience Track full submissions & 2 weeks for abstracts! ⏳ Don’t miss your chance!

📅 Deadlines:
📘 Mandatory Abstracts: Nov 2, 2024
📘 Full Submissions: Nov 9, 2024

🔗 Submission: https://t.co/VjaLMEh8Mv

#AIEngineering #SE4AI

[CAINconf @CAINconf]

🚨 1 Month Left!

Submit your papers to Research & Experience Tack at #CAIN2025 by Nov 9, 2024! Remember, abstract submission is mandatory by Nov 2. 📅

🔗 More Info: https://t.co/Br48VND7Wh

#AIEngineering #SoftwareEngineering #SE4AI

[Boming Xia @BomingXia]

🚀 Call for Papers: 3rd International Workshop on AI Engineering (RAIE’25), colocated with @ICSEconf

🗓️ Submission: Nov 11, 2024
🗓️ Notification: Dec 9, 2024

Submission: https://t.co/xgeyhCijal

More info: https://t.co/tYsGQoaKrU

#ResponsibleAI #AIEngineering #AISafety

[CAINconf @CAINconf]

🚀 CAIN 2025 Perspectives: DS Co-Chair @jenhork highlights how #CAIN2025 connects #RE4AI to broader #SE4AI efforts, offering a great venue to meet key contributors.

If you're a PhD student, submit by Dec 5 2024!

🔗https://t.co/ZCrfCvaaZT

#AIEngineering #PhD #DoctoralSymposium

[CAINconf @CAINconf]

🚀 CAIN 2025 Perspectives: PC Co-Chair @qinghualu

Why submit to #CAIN2025? Qinghua highlights CAIN's focus on AI systems' full scope beyond models. As PC Co-Chair of Research & Experience, she reminds you:

Abstracts: Nov 2
Full Submissions: Nov 9

🔗 https://t.co/Br48VNCA6J

[CAINconf @CAINconf]

🚀 CAIN 2025 Perspectives: @GraceALewis

We are launching CAIN 2025 Perspectives, a series sharing insights CAIN OCs/PCs. First up: General Co-Chair @GraceALewis! Stay tuned for more!

More info: https://t.co/YAXZASyOxO

#CAIN2025 #AIEngineering #SoftwareEngineering #SE4AI

[CAINconf @CAINconf]

🚀 The #CAIN2025 flyer is here!

🗓️ Tracks & Deadlines:

📘 Research Papers: Abstracts Nov 2 / Submissions Nov 9
🎓 Doctoral / 🖼️ Poster / 🏢 Industry: Dec 5

We welcome your submissions!

🔗 More Info: https://t.co/YAXZASygIg

#AIEngineering #SoftwareEngineering #SE4AI

[CAINconf @CAINconf]

🚀 Call for Submissions: Industry Talks at CAIN 2025! 🏭

Share your real-world experiences in AI-enabled software engineering. We want your practical insights!

📝 Deadline: Dec 5, 2024
🔗 More info: https://t.co/kjYzf3XkhV

#CAIN2025 #IndustryTalks #AIEngineering

[CAINconf @CAINconf]

🚀 Poster Track at CAIN 2025 now live! 🖼️

Submit posters as two-page extended abstracts showcasing new ideas, early-stage research, or challenges in AI engineering (due Dec 5, 2024).

More info: https://t.co/YAXZASygIg

#CAIN2025 #SoftwareEngineering #AIEngineering #Research

[CAINconf @CAINconf]

🚀 CFP: CAIN 2025 Doctoral Symposium!

PhD students, showcase your research at #CAIN2025, connect with experts in AI engineering, and gain valuable feedback to refine your work!

📅 Deadline: Dec 5, 2024
🔗https://t.co/ZCrfCvaaZT

#AIEngineering #SoftwareEngineering #PhD

[CAINconf @CAINconf]

🚀 The CFP for CAIN Conference 2025 is now open! 🎉 Join us to explore Software Engineering for AI Systems and submit your work on key topics like AI model requirements, data management, and more.

👉 More info: https://t.co/YAXZASygIg
#CAIN2025 #AI #SoftwareEngineering

[CAINconf @CAINconf]

🚀 Announcing #CAIN2025, co-located with @ICSEconf 2025.

Scope and Focus:
💻 SE for AI systems/components.
📊 AI4SE: AI aiding SE practices for AI systems/components (only).

CFPs for ResearchTrack and Doctoral Symposium are online!

🔗 https://t.co/YAXZASyOxO

[ICSE @ICSEconf]

.@CAINconf brings together researchers and practitioners targeting the challenges of #SoftwareEngineering for #AI-enabled systems. CAIN 2025 will be co-located with ICSE 2025.
CFP: https://t.co/pRuE54DEjN
Submission Deadline: Nov. 26, 2024, AOE
#cain2025 #icse2025

[CAINconf @CAINconf]

The calls for Research and Experience papers, as well as for the Doctoral Symposium, are out. Take a look 👌

[Liming Zhu @limingz]

I'm excited to share our new paper on AI safety evaluation (accepted at AIWare 24)!

One of the biggest challenges I've encountered in my work is the confusion caused when different communities use the same terms to mean very different things. For example, "AI testing" means one thing to policymakers, another to AI system/software testers, and yet another to AI model testers. Add terms like evaluation, validation, verification, and assessment into the mix, and the misunderstandings multiply. Even authoritative sources like the OECD, AI safety summits, and government agencies often make glaring mistakes by approaching these terms from a single perspective.

Simply defining these terms won't solve the problem, as each community has its own authoritative definitions and practical meanings. This can hinder efforts to assure AI model safety and AI system safety, leading to gaps, wasteful overlapping efforts and confusion among AI model developers, AI system developers, and AI system deployers.

Our new paper, "𝑨𝒏 𝑨𝑰 𝑺𝒚𝒔𝒕𝒆𝒎 𝑬𝒗𝒂𝒍𝒖𝒂𝒕𝒊𝒐𝒏 𝑭𝒓𝒂𝒎𝒆𝒘𝒐𝒓𝒌 𝒇𝒐𝒓 𝑨𝒅𝒗𝒂𝒏𝒄𝒊𝒏𝒈 𝑨𝑰 𝑺𝒂𝒇𝒆𝒕𝒚: 𝑻𝒆𝒓𝒎𝒊𝒏𝒐𝒍𝒐𝒈𝒚, 𝑻𝒂𝒙𝒐𝒏𝒐𝒎𝒚, 𝑳𝒊𝒇𝒆𝒄𝒚𝒄𝒍𝒆 𝑴𝒂𝒑𝒑𝒊𝒏𝒈," (Boming Xia Qinghua Lu Zhenchang Xing) aims to bridge these gaps by positioning each community's distinctive understanding in relation to each other. We also cover concepts like capability evaluation, benchmarks, red teaming, test data, test cases, and test suites to enhance AI safety from both model-level and system-level perspectives.

With the upcoming AI Safety Summit in South Korea and the imminent release of the International Scientific Report on Advanced AI Safety: INTERIM REPORT, led by Yoshua Bengio (which I had the privilege of reviewing and seeing @Data61news work being cited multiple times), this field is poised for significant growth. We hope our work clarifies directions and fosters better communication across communities and contributes to Australia's AI Safety journey.