Yuxin Tang (唐宇新)
I am a final year Ph.D. student at Rice University, honored to work with Dr. Christopher Jermaine. I finished my undergraduate study in 2018 in Shanghai Jiao Tong University (China) with a major in Computer Science under the guidance of Dr. Xinbing Wang and Dr. Xiaofeng Gao.
Research interest
- Data Management
- Machine Learning
I commit 1 hour every week to provide guidance, suggestions, and/or mentorships for undergraduate/master/underrepresented students whoever want to apply for graduate school. Please fill in this form if you are interested.
Papers
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Soft Prompt Recovers Compressed LLMs, Transferably
Zhaozhuo Xu*, Zirui Liu*, Beidi Chen, Shaochen Zhong, Yuxin Tang, Jue Wang, Kaixiong Zhou, Xia Hu, Anshumali Shrivastava
In International Conference on Machine Learning (ICML 2024)
arxiv -
Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat
Yuxin Tang*, Erdong Hu*, Anastasios Kyrillidis, Chris Jermaine
In International Conference on Computer Vision (ICCV 2023)
arxiv code video -
Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning
Yuxin Tang, Zhimin Ding, Dimitrije Jankov, Binhang Yuan, Daniel Bourgeois, Chris Jermaine
In International Conference on Machine Learning (ICML 2023)
arxiv video -
Distributed Learning of Deep Neural Networks using Independent Subnet Training
Binhang Yuan, Cameron R. Wolfe, Chen Dun, Yuxin Tang, Anastasios Kyrillidis, Christopher M. Jermaine
In 48th International Conference on Very Large Data bases (VLDB 2022)
arxiv code video -
Tensor Relational Algebra for Distributed Machine Learning System Design
Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine
In 47th International Conference on Very Large Data Bases (VLDB 2021)
arxiv code video -
Programmable {In-Network} Security for Context-aware {BYOD} Policies
Qiao Kang, Lei Xue, Adam Morrison, Yuxin Tang, Ang Chen, Xiapu Luo
In 29th USENIX Conference on Security Symposium (Usenix Security 2020)
arxiv code slides video -
A Programmable, Hardware-Assisted Network Protocol Fuzzer
Yuxin Tang, Ang Chen
In 13th USENIX Symposium on Operating Systems Design and Implementation (Poster@OSDI 2018)
arxiv -
Exploring simulation of software-defined underwater wireless networks
Li Wei, Yuxin Tang, Yuching Cao, Zhaohui Wang, Mario Gerla
In 12th ACM International Conference on Underwater Networks & Systems (WUWNET 2017)
arxiv
Research Experience
- Graduate Student at Intelligent Software Systems Laboratory (ISSYL) Rice, (2019 January - Now) Advisor: Chris Jermaine
- Research Intern at Bosch Center for Artificial Intelligence (Bosch AI), (2024 May - 2024 August) Mentor: Jorge Piazentin Ono
- Research Intern at Visa Research (Visa Research), (2023 May - 2023 August) Mentor: Mangesh Bendre
- Research Intern at Bytedance Inc (Bytedance), (2022 May - 2022 August) Mentor: Ruoyun Huang
- Visiting Researcher at UCLA, Los Angeles, (2016 May - 2016 August) Host: Mario Gerla
- Research Assistant at Intelligent Internet Of Things, EE & CS, SJTU (2016 May - 2018 August) Advisor: Xinbing Wang
- Research Assistant at Advanced Network Laboratory, CS, SJTU (2015 - 2018 August) Advisor: Xiaofeng Gao
Service
- Reviewer in ICML 2020-2023, NeurIPS 2021-2023, ICLR 2021-2022, UAI 2022-2023, AISTATS 2022
- Reviewer in KDD 2021-2023
- Session Chair in VLDB 2023
Teaching Experience
- Teaching assistant of COMP 411 Principles of Programming Languages in Rice University (2020 Spring)
Misc
- I maintain a blog called Brain Inference. Feel free to let me know if you find any interesting idea inside.
- I love animals, including but not only limited to dogs and cats.