Luyang Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 60

Top Topics

Relational Data

Adaptive Sampling

Top Venues

Publications

Zewen Chi, Heyan Huang, Luyang Liu, Yu Bai, Xiaoyan Gao, Xian-Ling Mao
Can Pretrained English Language Models Benefit Non-English NLP Systems in Low-Resource Scenarios? IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Syed Irfan Ali Meerza, Luyang Liu, Jiaxin Zhang, Jian Liu
GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning. CoRR (2024)
Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Gauri Joshi
Heterogeneous Low-Rank Approximation for Federated Fine-tuning of On-Device Foundation Models. CoRR (2024)
Ke Liu, Haonan Tong, Zhongxiang Sun, Zhixin Ren, Guangkui Huang, Hongyin Zhu, Luyang Liu, Qunyang Lin, Chuang Zhang
Integrating FPGA-based hardware acceleration with relational databases. Parallel Comput. 119 (2024)
Khaled Saab, Tao Tu, Wei-Hung Weng, Ryutaro Tanno, David Stutz, Ellery Wulczyn, Fan Zhang, Tim Strother, Chunjong Park, Elahe Vedadi, Juanma Zambrano Chaves, Szu-Yeu Hu, Mike Schaekermann, Aishwarya Kamath, Yong Cheng, David G. T. Barrett, Cathy Cheung, Basil Mustafa, Anil Palepu, Daniel McDuff, Le Hou, Tomer Golany, Luyang Liu, Jean-Baptiste Alayrac, Neil Houlsby, Nenad Tomasev, Jan Freyberg, Charles Lau, Jonas Kemp, Jeremy Lai, Shekoofeh Azizi, Kimberly Kanada, SiWai Man, Kavita Kulkarni, Ruoxi Sun, Siamak Shakeri, Luheng He, Benjamin Caine, Albert Webson, Natasha Latysheva, Melvin Johnson, Philip Andrew Mansfield, Jian Lu, Ehud Rivlin, Jesper Anderson, Bradley Green, Renee Wong, Jonathan Krause, Jonathon Shlens, Ewa Dominowska, S. M. Ali Eslami, Katherine Chou, Claire Cui, Oriol Vinyals, Koray Kavukcuoglu, James Manyika, Jeff Dean, Demis Hassabis, Yossi Matias, Dale R. Webster, Joelle K. Barral, Greg Corrado, Christopher Semturs, S. Sara Mahdavi, Juraj Gottweis, Alan Karthikesalingam, Vivek Natarajan
Capabilities of Gemini Models in Medicine. CoRR (2024)
Lin Ning, Luyang Liu, Jiaxing Wu, Neo Wu, Devora Berlowitz, Sushant Prakash, Bradley Green, Shawn O'Banion, Jun Xie
User-LLM: Efficient LLM Contextualization with User Embeddings. CoRR (2024)
Luyang Liu, Shaochuan Wu, Qiang Ye, Yongkui Ma
Pilot Assignment and Power Control for Cell-Free Massive MIMO With HTC/MTC Coexistence. IEEE Internet Things J. 11 (4) (2024)
Luyang Liu, Hiroki Nishikawa, Jinjia Zhou, Ittetsu Taniguchi, Takao Onoye
Computer-Vision-Oriented Adaptive Sampling in Compressive Sensing. Sensors 24 (13) (2024)
Warren R. Morningstar, Alex Bijamov, Chris Duvarney, Luke Friedman, Neha Mukund Kalibhat, Luyang Liu, Philip Andrew Mansfield, Renan A. Rojas-Gomez, Karan Singhal, Bradley Green, Sushant Prakash
Augmentations vs Algorithms: What Works in Self-Supervised Learning. CoRR (2024)
Luyang Liu, Shaochuan Wu, Yongkui Ma
Superposition Coding in Cell-Free Massive MIMO with the Coexistence of eMBB and URLLC. GLOBECOM (Workshops) (2023)
Luyang Liu, Hiroki Nishikawa, Jinjia Zhou, Ittetsu Taniguchi, Takao Onoye
Adaptive Sampling for Computer Vision-Oriented Compressive Sensing. MMAsia (2023)
Luyang Liu, Qunyang Lin, Haonan Tong, Hongyin Zhu, Ke Liu, Min Wang, Chuang Zhang
Neural Personalized Topic Modeling for Mining User Preferences on Social Media. CIKM (2023)
Yue Cui, Syed Irfan Ali Meerza, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu
RecUP-FL: Reconciling Utility and Privacy in Federated learning via User-configurable Privacy Defense. AsiaCCS (2023)
Bo Han, Tristan Braud, Mario Di Francesco, Maria Gorlatova, Luyang Liu, Gábor Sörös, Pengyuan Zhou
Guest Editorial: Networking Challenges and Opportunities for Multi-UserXR and the Metaverse. IEEE Netw. 37 (4) (2023)
Yue Cui, Syed Irfan Ali Meerza, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu
RecUP-FL: Reconciling Utility and Privacy in Federated Learning via User-configurable Privacy Defense. CoRR (2023)
Xuanhe Zhou, Guoliang Li, Jianhua Feng, Luyang Liu, Wei Guo
Grep: A Graph Learning Based Database Partitioning System. Proc. ACM Manag. Data 1 (1) (2023)
Neha Kalibhat, Warren R. Morningstar, Alex Bijamov, Luyang Liu, Karan Singhal, Philip Andrew Mansfield
Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations. CoRR (2023)
Shaochuan Wu, Luyang Liu, Wenbin Zhang, Weixiao Meng, Qiang Ye, Yongkui Ma
Revenue-Maximizing Resource Allocation for Multitenant Cell-Free Massive MIMO Networks. IEEE Syst. J. 16 (2) (2022)
Zhuohang Li, Jiaxin Zhang, Luyang Liu, Jian Liu
Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage. CVPR (2022)
Luyang Liu, David Racz, Kara Vaillancourt, Julie Michelman, Matt Barnes, Stefan Mellem, Paul Eastham, Bradley Green, Charles Armstrong, Rishi Bal, Shawn O'Banion, Feng Guo
Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services. CoRR (2022)
Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction. NeurIPS (2022)
Xuanhe Zhou, Luyang Liu, Wenbo Li, Lianyuan Jin, Shifu Li, Tianqing Wang, Jianhua Feng
AutoIndex: An Incremental Index Management System for Dynamic Workloads. ICDE (2022)
Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang
Improving neural topic modeling via Sinkhorn divergence. Inf. Process. Manag. 59 (3) (2022)
Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction. CoRR (2022)
Yue Cui, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu
Privacy-preserving Speech-based Depression Diagnosis via Federated Learning. EMBC (2022)
Syed Irfan Ali Meerza, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu
Fair and Privacy-Preserving Alzheimer's Disease Diagnosis Based on Spontaneous Speech Analysis via Federated Learning. EMBC (2022)
Zhuohang Li, Jiaxin Zhang, Luyang Liu, Jian Liu
Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage. CoRR (2022)
Luyang Liu, Shaochuan Wu, Qiang Ye, Yongkui Ma
An AP Selection Strategy Based on Congestion Game for User-Centric Cell-Free Massive MIMO. PIMRC (2022)
Luyang Liu, Marco Gruteser
EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets. INFOCOM (2021)
Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Agüera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas N. Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horvath, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecný, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtárik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake E. Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu
A Field Guide to Federated Optimization. CoRR (2021)
Wuyang Zhang, Zhezhi He, Luyang Liu, Zhenhua Jia, Yunxin Liu, Marco Gruteser, Dipankar Raychaudhuri, Yanyong Zhang
Elf: accelerate high-resolution mobile deep vision with content-aware parallel offloading. MobiCom (2021)
Jianyu Wang, Zheng Xu, Zachary Garrett, Zachary Charles, Luyang Liu, Gauri Joshi
Local Adaptivity in Federated Learning: Convergence and Consistency. CoRR (2021)
Adam Sadilek, Luyang Liu, Dung Nguyen, Methun Kamruzzaman, Stylianos Serghiou, Benjamin Rader, Alex Ingerman, Stefan Mellem, Peter Kairouz, Elaine O. Nsoesie, Jamie Macfarlane, Anil Vullikanti, Madhav V. Marathe, Paul Eastham, John S. Brownstein, Blaise Agüera y Arcas, Michael D. Howell, John Hernandez
Privacy-first health research with federated learning. npj Digit. Medicine 4 (2021)
Xuanhe Zhou, Lianyuan Jin, Ji Sun, Xinyang Zhao, Xiang Yu, Shifu Li, Tianqing Wang, Kun Li, Luyang Liu
DBMind: A Self-Driving Platform in openGauss. Proc. VLDB Endow. 14 (12) (2021)
Matthew Abueg, Robert Hinch, Neo Wu, Luyang Liu, William J. M. Probert, Austin Wu, Paul Eastham, Yusef Shafi, Matt Rosencrantz, Michael Dikovsky, Zhao Cheng, Anel Nurtay, Lucie Abeler-Dörner, David G. Bonsall, Michael V. McConnell, Shawn O'Banion, Christophe Fraser
Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state. npj Digit. Medicine 4 (2021)
Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu
Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates. ICPADS (2021)
Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu
Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates. CoRR (2021)
Zewen Chi, Heyan Huang, Luyang Liu, Yu Bai, Xian-Ling Mao
Cross-Lingual Language Model Meta-Pretraining. CoRR (2021)
Amol Kapoor, Xue Ben, Luyang Liu, Bryan Perozzi, Matt Barnes, Martin Blais, Shawn O'Banion
Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks. CoRR (2020)
Yang Gao, Yang Wang, Luyang Liu, Yi-Di Guo, Heyan Huang
Neural abstractive summarization fusing by global generative topics. Neural Comput. Appl. 32 (9) (2020)
Yang Gao, Yue Xu, Heyan Huang, Qian Liu, Linjing Wei, Luyang Liu
Jointly Learning Topics in Sentence Embedding for Document Summarization. IEEE Trans. Knowl. Data Eng. 32 (4) (2020)
Wuyang Zhang, Sugang Li, Luyang Liu, Zhenhua Jia, Yanyong Zhang, Dipankar Raychaudhuri
Hetero-Edge: Orchestration of Real-time Vision Applications on Heterogeneous Edge Clouds. INFOCOM (2019)
Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang, Xiaochi Wei
Neural Variational Correlated Topic Modeling. WWW (2019)
Luyang Liu, Hongyu Li, Marco Gruteser
Edge Assisted Real-time Object Detection for Mobile Augmented Reality. MobiCom (2019)
Luyang Liu, Zhenhong Jia, Jie Yang, Nikola K. Kasabov
SAR Image Change Detection Based on Mathematical Morphology and the K-Means Clustering Algorithm. IEEE Access 7 (2019)
Viet Nguyen, Siddharth Rupavatharam, Luyang Liu, Richard E. Howard, Marco Gruteser
HandSense: capacitive coupling-based dynamic, micro finger gesture recognition. SenSys (2019)
Bo-Zhou Zha, Mofei Cheng, Songhao Liu, Luyang Liu, Peiwen Sun, Mahmood Al-khassaweneh
A New Type of ROS-Based Pedagogical Robot for Kids' Mathematics Education. EIT (2019)
Luyang Liu, Ruiguang Zhong, Wuyang Zhang, Yunxin Liu, Jiansong Zhang, Lintao Zhang, Marco Gruteser
Cutting the Cord: Designing a High-quality Untethered VR System with Low Latency Remote Rendering. MobiSys (2018)
Hongyu Li, Hairong Wang, Luyang Liu, Marco Gruteser
Automatic Unusual Driving Event Identification for Dependable Self-Driving. SenSys (2018)
Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Yuxin Tian, Luyang Liu
Task-oriented Word Embedding for Text Classification. COLING (2018)
Çagdas Karatas, Luyang Liu, Marco Gruteser, Richard E. Howard
Single-Sensor Motion and Orientation Tracking in a Moving Vehicle. SECON (2018)
Luyang Liu
Enabling Large-Scale Road Data Acquisition with an Easy-to-Install and Sustainable Setup. MobiSys PhDForum (2017)
Luyang Liu, Hongyu Li, Jian Liu, Çagdas Karatas, Yan Wang, Marco Gruteser, Yingying Chen, Richard P. Martin
BigRoad: Scaling Road Data Acquisition for Dependable Self-Driving. MobiSys (2017)
Ruiguang Zhong, Manni Wang, Zijian Chen, Luyang Liu, Yunxin Liu, Jiansong Zhang, Lintao Zhang, Thomas Moscibroda
On Building a Programmable Wireless High-Quality Virtual Reality System Using Commodity Hardware. APSys (2017)
Yan Wang, Yingying (Jennifer) Chen, Jie Yang, Marco Gruteser, Richard P. Martin, Hongbo Liu, Luyang Liu, Çagdas Karatas
Determining Driver Phone Use by Exploiting Smartphone Integrated Sensors. IEEE Trans. Mob. Comput. 15 (8) (2016)
Çagdas Karatas, Luyang Liu, Hongyu Li, Jian Liu, Yan Wang, Sheng Tan, Jie Yang, Yingying Chen, Marco Gruteser, Richard P. Martin
Leveraging wearables for steering and driver tracking. INFOCOM (2016)
Çagdas Karatas, Hongyu Li, Luyang Liu
Toward detection of unsafe driving with inertial head-mounted sensors. S3@MobiCom (2016)
Hongyu Li, Luyang Liu, Çagdas Karatas, Jian Liu, Marco Gruteser, Yingying Chen, Yan Wang, Richard P. Martin, Jie Yang
Towards safer texting while driving through stop time prediction. CarSys@MobiCom (2016)
Luyang Liu, Çagdas Karatas, Hongyu Li, Sheng Tan, Marco Gruteser, Jie Yang, Yingying Chen, Richard P. Martin
Toward Detection of Unsafe Driving with Wearables. WearSys@MobiSys (2015)
Luyang Liu, Zhen Yang
BJUT at TREC 2015 Microblog Track: Real-Time Filtering Using Knowledge Base. TREC (2015)
Xiaoping Li, Luyang Liu, Xiaoxing Lv
Application of Multi-target Pose Estimation in Wearable Monitoring System. APWCS (2010)
Xiaoxing Lv, Xiaoping Li, Luyang Liu, Yinxiang Li
Research of Opportunistic Routing Protocol in Wearable Sensor Network. APWCS (2010)
Xiaoping Li, Xiaoxing Lv, Luyang Liu, Wenbo Mei
DiffServ-aware MPLS traffic engineering. ICIS (2010)