| 2025 | AAAI | RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs. | Jiaxing Wu, Lin Ning, Luyang Liu, Harrison Lee, Neo Wu, Chao Wang, Sushant Prakash, Shawn O'Banion, Bradley Green, Jun Xie |
| 2025 | ICML | Deliberation in Latent Space via Differentiable Cache Augmentation. | Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam |
| 2025 | INFOCOM | GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning. | Maolin Gan, Lanpeng Li, Samiul Alam, Li Liu, Luyang Liu, Mi Zhang, Zhichao Cao |
| 2025 | WWW | User-LLM: Efficient LLM Contextualization with User Embeddings. | Lin Ning, Luyang Liu, Jiaxing Wu, Neo Wu, Devora Berlowitz, Sushant Prakash, Bradley Green, Shawn O'Banion, Jun Xie |
| 2024 | EMNLP | Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models. | Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Gauri Joshi |
| 2024 | LCN | EFSC: an Efficient, Flexible and Secure Trading System for Computing Power Network. | Qunyang Lin, Luyang Liu, Hongyin Zhu, Haonan Tong, Chuang Zhang |
| 2023 | AsiaCCS | RecUP-FL: Reconciling Utility and Privacy in Federated learning via User-configurable Privacy Defense. | Yue Cui, Syed Irfan Ali Meerza, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu |
| 2023 | CIKM | Neural Personalized Topic Modeling for Mining User Preferences on Social Media. | Luyang Liu, Qunyang Lin, Haonan Tong, Hongyin Zhu, Ke Liu, Min Wang, Chuang Zhang |
| 2023 | GLOBECOM | Superposition Coding in Cell-Free Massive MIMO with the Coexistence of eMBB and URLLC. | Luyang Liu, Shaochuan Wu, Yongkui Ma |
| 2022 | CVPR | Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage. | Zhuohang Li, Jiaxin Zhang, Luyang Liu, Jian Liu |
| 2022 | ICDE | AutoIndex: An Incremental Index Management System for Dynamic Workloads. | Xuanhe Zhou, Luyang Liu, Wenbo Li, Lianyuan Jin, Shifu Li, Tianqing Wang, Jianhua Feng |
| 2022 | PIMRC | An AP Selection Strategy Based on Congestion Game for User-Centric Cell-Free Massive MIMO. | Luyang Liu, Shaochuan Wu, Qiang Ye, Yongkui Ma |
| 2021 | ICPADS | Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates. | Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu |
| 2021 | INFOCOM | EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets. | Luyang Liu, Marco Gruteser |
| 2021 | MOBICOM | Elf: accelerate high-resolution mobile deep vision with content-aware parallel offloading. | Wuyang Zhang, Zhezhi He, Luyang Liu, Zhenhua Jia, Yunxin Liu, Marco Gruteser, Dipankar Raychaudhuri, Yanyong Zhang |
| 2019 | INFOCOM | Hetero-Edge: Orchestration of Real-time Vision Applications on Heterogeneous Edge Clouds. | Wuyang Zhang, Sugang Li, Luyang Liu, Zhenhua Jia, Yanyong Zhang, Dipankar Raychaudhuri |
| 2019 | MOBICOM | Edge Assisted Real-time Object Detection for Mobile Augmented Reality. | Luyang Liu, Hongyu Li, Marco Gruteser |
| 2019 | WWW | Neural Variational Correlated Topic Modeling. | Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang, Xiaochi Wei |
| 2019 | SENSYS | HandSense: capacitive coupling-based dynamic, micro finger gesture recognition. | Viet Nguyen, Siddharth Rupavatharam, Luyang Liu, Richard E. Howard, Marco Gruteser |
| 2018 | COLING | Task-oriented Word Embedding for Text Classification. | Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Yuxin Tian, Luyang Liu |
| 2018 | Mobisys | Cutting the Cord: Designing a High-quality Untethered VR System with Low Latency Remote Rendering. | Luyang Liu, Ruiguang Zhong, Wuyang Zhang, Yunxin Liu, Jiansong Zhang, Lintao Zhang, Marco Gruteser |
| 2018 | SENSYS | Automatic Unusual Driving Event Identification for Dependable Self-Driving. | Hongyu Li, Hairong Wang, Luyang Liu, Marco Gruteser |
| 2018 | SECON | Single-Sensor Motion and Orientation Tracking in a Moving Vehicle. | agdas Karatas, Luyang Liu, Marco Gruteser, Richard E. Howard |
| 2017 | Mobisys | Enabling Large-Scale Road Data Acquisition with an Easy-to-Install and Sustainable Setup. | Luyang Liu |
| 2017 | Mobisys | BigRoad: Scaling Road Data Acquisition for Dependable Self-Driving. | Luyang Liu, Hongyu Li, Jian Liu, agdas Karatas, Yan Wang, Marco Gruteser, Yingying Chen, Richard P. Martin |
| 2016 | INFOCOM | Leveraging wearables for steering and driver tracking. | agdas Karatas, Luyang Liu, Hongyu Li, Jian Liu, Yan Wang, Sheng Tan, Jie Yang, Yingying Chen, Marco Gruteser, Richard P. Martin |
| 2016 | MOBICOM | Toward detection of unsafe driving with inertial head-mounted sensors. | agdas Karatas, Hongyu Li, Luyang Liu |
| 2016 | MOBICOM | Towards safer texting while driving through stop time prediction. | Hongyu Li, Luyang Liu, agdas Karatas, Jian Liu, Marco Gruteser, Yingying Chen, Yan Wang, Richard P. Martin, Jie Yang |
| 2015 | Mobisys | Toward Detection of Unsafe Driving with Wearables. | Luyang Liu, agdas Karatas, Hongyu Li, Sheng Tan, Marco Gruteser, Jie Yang, Yingying Chen, Richard P. Martin |