About
http://www.yliuu.com
Activity
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𝐁𝐞𝐚𝐭𝐢𝐧𝐠 𝐎𝐩𝐞𝐧𝐀𝐈 𝐢𝐬 𝐧𝐨𝐭 𝐚𝐬 𝐡𝐚𝐫𝐝 𝐚𝐬 𝐲𝐨𝐮 𝐭𝐡𝐢𝐧𝐤. If you don't believe you can compete, you've already lost. Winning…
𝐁𝐞𝐚𝐭𝐢𝐧𝐠 𝐎𝐩𝐞𝐧𝐀𝐈 𝐢𝐬 𝐧𝐨𝐭 𝐚𝐬 𝐡𝐚𝐫𝐝 𝐚𝐬 𝐲𝐨𝐮 𝐭𝐡𝐢𝐧𝐤. If you don't believe you can compete, you've already lost. Winning…
Liked by Yang Liu
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It was great working with everyone on this piece! When we started prototyping the idea of LLM unlearning (shameless advertising…
It was great working with everyone on this piece! When we started prototyping the idea of LLM unlearning (shameless advertising…
Shared by Yang Liu
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Wouldn't it be great if we could patch LLMs to mitigate vulnerabilities or remove undesirable behavior just like we do software? Retraining from…
Wouldn't it be great if we could patch LLMs to mitigate vulnerabilities or remove undesirable behavior just like we do software? Retraining from…
Liked by Yang Liu
Experience
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Education
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University of Michigan
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Activities and Societies: Graduate Student Instructor (EECS 489, Winter 2011) EGS 2012 EGS 2011 (first place)
Probability and stochastic process, communication networks & systems, signal processing, machine learning.
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Probability theory, linear & non-linear optimization, game theory & mechanism design.
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Activities and Societies: Graduate Student Instructor(EECS489 Computer Networks), EGS 2012, EGS 2011 (1st place) Courses: Communication networks, stochastic process, stochastic control, linear programming, machine learning, game theory, etc.
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Excellent undergraduate thesis award: Virtual MIMO Relay Network
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Communication system & network, digital system design, database, etc.
Publications
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An Online Learning Approach to Improving the Quality of Crowd-Sourcing
ACM SIGMETRICS 2015
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Cloudy with a Chance of Breach: Forecasting Cyber Security Incidents
USENIX Security 2015
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Evaluating Opportunistic Multi-Channel MAC: Is Diversity gain Worth the Pain?
IEEE JSAC 2013
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Federated Bandit: A Gossiping Approach
ACM International Conference on Measurement and Modeling of Computer Systems (ACM SIGMETRICS), 2021
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Learning with Instance-Dependent Label Noise: A Sample Sieve Approach
International Conference on Learning Representations (ICLR), 2021
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Online Learning Using Only Peer Prediction
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020.
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Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates
International Conference on Machine Learning (ICML), 2020
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Sufficient Conditions on Optimality of Myopic Sensing in Opportunistic Channel Access: A Unifying Framework
IEEE Transaction on Information Theory 2014
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When Optimizing f-divergence is Robust with Label Noise
International Conference on Learning Representations (ICLR), 2021
Languages
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English
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More activity by Yang
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My colleagues from Baskin Engineering at UCSC - Chen Qian, Cihang Xie, Jason Eshraghian, Jeffrey Flanigan, Leilani Gilpin, Yang Liu, Yi Zhang, and…
My colleagues from Baskin Engineering at UCSC - Chen Qian, Cihang Xie, Jason Eshraghian, Jeffrey Flanigan, Leilani Gilpin, Yang Liu, Yi Zhang, and…
Liked by Yang Liu
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I had a great time at San Jose State University today with my fellow faculty members, Prof. Shiva Abbaszadeh (ECE), Prof. Markus Eger (CM) and Prof…
I had a great time at San Jose State University today with my fellow faculty members, Prof. Shiva Abbaszadeh (ECE), Prof. Markus Eger (CM) and Prof…
Liked by Yang Liu
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On Sunday, I was invited to host the 2024 Chinese Outstanding Contribution Award Ceremony. From the early Chinese who built railways for the United…
On Sunday, I was invited to host the 2024 Chinese Outstanding Contribution Award Ceremony. From the early Chinese who built railways for the United…
Liked by Yang Liu
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Managing the life cycle of large Language Models isn’t trivial. To solve the problem, we are creating new unlearning methods. Check our blogpost to…
Managing the life cycle of large Language Models isn’t trivial. To solve the problem, we are creating new unlearning methods. Check our blogpost to…
Liked by Yang Liu
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We are thrilled to share that Assistant Professor of Computational Media David T. Lee has been appointed as #BaskinEngineering's inaugural Director…
We are thrilled to share that Assistant Professor of Computational Media David T. Lee has been appointed as #BaskinEngineering's inaugural Director…
Liked by Yang Liu
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Kicking off Baylearn 2024 at Apple HQ. There is a great lineup of speakers this year including 9 poster presentation from researchers at UC Santa…
Kicking off Baylearn 2024 at Apple HQ. There is a great lineup of speakers this year including 9 poster presentation from researchers at UC Santa…
Liked by Yang Liu
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A new July 2024 paper dives into Machine Unlearning for large language models (LLMs), exploring methods to remove unwanted data such as sensitive or…
A new July 2024 paper dives into Machine Unlearning for large language models (LLMs), exploring methods to remove unwanted data such as sensitive or…
Liked by Yang Liu
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Looking forward to MC'ing this CML workshop at #KDD on Monday morning in Barcelona with Jonathan Grotts. Thanks to Jing Pan Jeong-Yoon Lee Totte…
Looking forward to MC'ing this CML workshop at #KDD on Monday morning in Barcelona with Jonathan Grotts. Thanks to Jing Pan Jeong-Yoon Lee Totte…
Liked by Yang Liu
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Following the tradition of KDD, the 2-minute promotional video for our paper Conformal Counterfactual Inference under Hidden Confounding is online…
Following the tradition of KDD, the 2-minute promotional video for our paper Conformal Counterfactual Inference under Hidden Confounding is online…
Liked by Yang Liu
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Deeply honoured and overjoyed to be elected into the fellowship of The Royal Society from today. This achievement is a testament to the incredible…
Deeply honoured and overjoyed to be elected into the fellowship of The Royal Society from today. This achievement is a testament to the incredible…
Liked by Yang Liu
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Come work with me! This manager job is the first of a few Responsible AI job postings that will be coming out soon and updated in the linked post. We…
Come work with me! This manager job is the first of a few Responsible AI job postings that will be coming out soon and updated in the linked post. We…
Liked by Yang Liu
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