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Xiaomin Ouyang
Assistant Professor, Department of Computer Science and Engineering, Hong Kong University of Science and Technology
Joined
October 2023
Names
Xiaomin Ouyang
(Preferred)
,
Xiaomin OUYANG
Emails
****@gmail.com
(Confirmed)
,
****@cse.ust.hk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Assistant Professor
Department of Computer Science and Engineering, Hong Kong University of Science and Technology
(cse.ust.hk)
2024
–
Present
Postdoc
University of California, Los Angeles
(ucla.edu)
2023
–
2024
PhD student
The Chinese University of Hong Kong
(ie.cuhk.edu)
2019
–
2023
Advisors, Relations & Conflicts
Postdoc Advisor
Mani Srivastva
2023
–
2024
PhD Advisor
Guoliang Xing
2019
–
2023
Expertise
On-device AI Systems
Present
Multimodal Sensing and Learning
Present
Federated Learning
Present
Mobile and Wearable Sensing for Smart Health
Present
Behavior Monitoring for Cognitive Diseases such as Alzheimer’s Disease and Autism
Present
Publications
FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors
Jason Wu
,
Ziqi Wang
,
Xiaomin Ouyang
,
Ho Lyun Jeong
,
Colin Samplawski
,
Lance M. Kaplan
,
Benjamin M. Marlin
,
Mani Srivastava
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Readers:
Everyone
An Overview on Economic Analysis of Internet of Everything
Ningning Ding
,
Xiaomin Ouyang
,
Lin Gao
,
Jianwei Huang
,
Guoliang Xing
IEEE Commun. Surv. Tutorials 2025
Readers:
Everyone
Chorus: Harmonizing Context and Sensing Signals for Data-Free Model Customization in IoT
Liyu Zhang
,
Yejia Liu
,
Kwun Ho Liu
,
Runxi Huang
,
Xiaomin Ouyang
CoRR 2025
Readers:
Everyone
Demo: FreePose: Real-Time View-Invariant 3D Human Pose Estimation via Motion-View Disentanglement
Yejia Liu
,
Hengle Jiang
,
Xiaomin Ouyang
Crossref
Readers:
Everyone
PipeMLLM: Accelerating on-device Multimodal LLM Inference via Speculative Sensing and Encoding
Runxi Huang
,
Xiaomin Ouyang
Crossref
Readers:
Everyone
MMEdge: Accelerating On-device Multimodal Inference via Pipelined Sensing and Encoding
Runxi Huang
,
Mingxuan Yu
,
Mingyu Tsoi
,
Xiaomin Ouyang
CoRR 2025
Readers:
Everyone
FedDUET: Bridging Modality Gaps with Decoupled Uncertainty-Enhanced Training
Adiba Orzikulova
,
Jaehyun Kwak
,
Jaemin Shin
,
Yunqi Guo
,
Xiaomin Ouyang
,
Guoliang Xing
,
Sung-Ju Lee
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Can Time-Series Foundation Models Perform Building Energy Management Tasks?
Ozan Baris Mulayim
,
Pengrui Quan
,
Liying Han
,
Xiaomin Ouyang
,
Dezhi Hong
,
Mario Bergés
,
Mani Srivastava
CoRR 2025
Readers:
Everyone
InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals
Tomoyoshi Kimura
,
Xinlin Li
,
Osama Hanna
,
Yatong Chen
,
Yizhuo Chen
,
Denizhan Kara
,
Tianshi Wang
,
Jinyang Li
,
Xiaomin Ouyang
,
Shengzhong Liu
,
Mani Srivastava
,
Suhas Diggavi
,
Tarek Abdelzaher
Crossref
Readers:
Everyone
MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT
Xiaomin Ouyang
,
Jason Wu
,
Tomoyoshi Kimura
,
Yihan Lin
,
Gunjan Verma
,
Tarek Abdelzaher
,
Mani Srivastava
Crossref
Readers:
Everyone
View all 54 publications
Co-Authors
Adiba Orzikulova
Beilong Tang
Benjamin M. Marlin
Bharathan Balaji
Bing Luo
Boyan Zhang
Brian Wang
Colin Samplawski
Daniel Nata Nugraha
Denizhan Kara
Dezhi Hong
Doris Sau Fung Yu
Doris Sau-Fung Yu
Federico Cerutti
Gaofeng Dong
Gunjan Verma
Guoliang Xing
Hazel Mok
Heming Fu
Hengle Jiang
Ho Lyun Jeong
Ivy Wang Shi
Jaehyun Kwak
Jaemin Shin
Jason Wu
View all 87 co-authors