Feng Liu
@AlexFengLiu1
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Machine Learning Researcher | Senior Lecturer (US Associate Professor) @UniMelb. Visiting Scientist @RIKEN_AIP_EN. Focusing on Statistical Trustworthy ML.
Melbourne, Australia
Joined November 2018
Ever confused by "prompt tuning" vs "model reprogramming" vs "in-context learning"? What if they're all the same thing—just different names across ML, CV, and NLP communities? Our recent paper introduces Neural Network Reprogrammability as a unifying framework showing these
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Please share widely. The UW–Madison ECE Department is recruiting at the assistant, associate, or full professor in foundational AI and machine learning
jobs.wisc.edu
Current Employees: If you are currently employed at any of the Universities of Wisconsin, log in to Workday to apply through the internal application process.Job Category:FacultyEmployment Type:Reg...
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📢 We are excited to release the call for papers for #ICML2026, held in Seoul, South Korea next year! 📅 Key Dates Abstract deadline: Jan 23, 2026 AOE Full paper deadline: Jan 28, 2026 AOE Main Track ➜ https://t.co/CYBD7dxFJv Position Papers ➜
🎉ICML 2026 Call for Papers (& Position Papers) has arrived!🎉 A few key changes this year: - Attendance for authors of accepted papers is optional - Originally submitted version of accepted papers will be made public - Cap on # of papers one can be reciprocal reviewer for ...
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📢 Co-rewarding Update | A Stable Self-supervised RL Framework for LLM Reasoning ArXiv: https://t.co/jmVd2CI0Sf Code: https://t.co/KAgB9K94cf 🎯 We release a new version of our exploration on self-evolved LLM reasoning, tackling the training collapse issue without GT labels.
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The acceptance rate of NeurIPS Position Paper Track is less than 6%. If a peer-reviewing machine learning conference/track only has 6% as its acceptance rate, is there any difference between peer-review and invitation-only?
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It's happy to know the final decisions will be well justified ^^
not clear why there’s an untrue rumor that @NeurIPSConf will drop submissions arbitrarily; NO. As Senior PC, I’d defend our teams who are working hard in this last weekend to ensure no boundary/outlier decisions are made lightly. Kudos to our teams/SACs/ACs on their efforts.
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It's official! I am happy to share that I have successfully confirmed my continuing faculty position (equivalent to passing the tenure track in the US academic system) and been promoted to Senior Lecture, a tenured faculty position in Australia, similar to US Associate Professor
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📣 I’ll be in Nashville, Tennessee 🇺🇸on Friday and Saturday to speak about our work on “imprecise generalisation” at the annual IMS Frontiers in Statistical Machine Learning (FSML) workshop ( https://t.co/x7wiFncPt1) If you are around (either for JSM or IMS NRC), let’s catch up!
fsmlims.wixsite.com
The Inaugural Workshop on Frontiers in Statistical Machine Learning
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Finally!! Submission Progress: % of papers that have received at least 3 reviews 100.00% I sincerely want to thank my team and all #NeurIPS2025 program committee members for achieving this milestone together.
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Data spliting is always critical for current data adaptive hypothesis testing methods, because we have to sacrifice some data for training. In our recent #UAI2025 paper (from UoM and UCL), we move forward by further leveraging the information from the training data to the final
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I am attending #UAI2025 in Rio with one poster on hypothesis testing. Please come and discuss with us if you also attend the conference! @xunyet @ArthurGretton 📍 Foyer, Room Copacabana A, Room Mar Azul (Wed 23rd Jul 16:00 pm — 18:30 pm) @UncertaintyInAI 📑 A Unified Data
arxiv.org
Learning effective data representations has been crucial in non-parametric two-sample testing. Common approaches will first split data into training and test sets and then learn data...
Welcome to Rio 🇧🇷! While we start, enjoy the sun, our local coffee swag ☕ and our upcoming five tutorials for the day ( https://t.co/az1qhRcQPE) 💙 stay tuned!
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Ready to present our latest work at #ICML2025 @AlexFengLiu1 @ChaoweiX Welcome to chat with us today at the poster session!! Location: E-2207, East Exhibition Hall A-B Time: Wednesday, July 16, 11:00 AM - 1:30 PM
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The best way to learn about foundation models is ... to write a book about them! I'm excited for the release of "Introduction to Foundation Models", a book I co-authored with @sijialiu17 and published by @SpringerNature. It covers both basic and advanced topics in modern AI.
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🚨 We’re hiring! The Radio Lab @ NTU Singapore is looking for PhD, master, undergrads, RAs, and interns to build responsible AI & LLMs. Remote/onsite from 2025. Interested? Email us: radiolab.ntu.recruiting@gmail.com 🔗 https://t.co/377UaRL9Ic Please spread the word if you can!
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Is this a good timing to go outside and take a breathe?
⚠️ Attention: The site is currently down. Our engineering team is investigating. We will update as soon as possible. You can track progress here: https://t.co/y7aRh5SBN4 Sorry for any inconvenience.
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Just got one of the best pics for my cute therapists -- Kumar&Essay, especially during this busy month with several deadlines (like @NeurIPSConf) 🥰🥰🥰 #pet #beauty #mypet #neurips #NeurIPS2025
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