| 2026 | ICDCS | BridgeLoRA: Privacy-Preserving Collaborative Skip-Layer Connectors for Efficient Transformer Fine-Tuning at the Edge. | Vilhelm Toivonen, Xiang Su, Xiaoli Liu, Sasu Tarkoma, Pan Hui |
| 2026 | ICDCS | HandoffFL: Efficient Communication in Federated Learning Via Asynchronous Layer-Wise Handoff Training. | Wenjun Zhang, Xiaoli Liu, Sasu Tarkoma |
| 2026 | SENSYS | Poster Abstract: Detecting and Mitigating Triggerable Degradation in CPU-Only Long-Context LLM Inference. | Hao Gao, Xiaoli Liu, Sasu Tarkoma |
| 2025 | AAAI | Learning from Mistakes: Self-correct Adversarial Training for Chinese Unnatural Text Correction. | Xuan Feng, Tianlong Gu, Xiaoli Liu, Liang Chang |
| 2025 | CVPR | Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers. | Yichen Xiao, Shuai Wang, Dehao Zhang, Wenjie Wei, Yimeng Shan, Xiaoli Liu, Yulin Jiang, Malu Zhang |
| 2025 | DASFAA | FairDP-GNN: Graph Neural Network with Group Fairness and Differential Privacy. | Fengrui Hao, Shiyi Zhao, Tianlong Gu, Xuemin Wang, Xiaoli Liu, Yuanfeng Liu |
| 2025 | GLOBECOM | Efficient Privacy-Preserving Outsourced K-Means Clustering via Secure Two-Party Computation. | Tengfei Liu, Zuxiang Mo, Xiaoli Liu, Anjia Yang |
| 2025 | ICONIP | GraIS: Graph-Based Interpretable Network for Sepsis Mortality Prediction Using Multi-modal Electronic Health Records. | Lei Cao, Hanyu Wang, Tao Wan, Xiaoli Liu, Zengchang Qin |
| 2025 | IJCAI | SyncAnimation: A Real-Time End-to-End Framework for Audio-Driven Human Pose and Talking Head Animation. | Yujian Liu, Shidang Xu, Jing Guo, Dingbin Wang, Zairan Wang, Xianfeng Tan, Xiaoli Liu |
| 2024 | ICNP | Kspeed: Beating I/O Bottlenecks of Data Provisioning for RDMA Training Clusters. | Jianbo Dong, Hao Qi, Tianjing Xu, Xiaoli Liu, Chen Wei, Rongyao Wang, Xiaoyi Lu, Zheng Cao, Binzhang Fu |
| 2024 | MICCAI | A Clinical-Oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-Quality Medical Images. | Qingshan Hou, Shuai Cheng, Peng Cao, Jinzhu Yang, Xiaoli Liu, Yih Chung Tham, Osmar R. Zaane |
| 2024 | MICCAI | A Clinical-Oriented Lightweight Network for High-Resolution Medical Image Enhancement. | Yaqi Wang, Leqi Chen, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaane |
| 2024 | MICCAI | Progressively Correcting Soft Labels via Teacher Team for Knowledge Distillation in Medical Image Segmentation. | Yaqi Wang, Peng Cao, Qingshan Hou, Linqi Lan, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaane |
| 2024 | RecSys | FairCRS: Towards User-oriented Fairness in Conversational Recommendation Systems. | Qin Liu, Xuan Feng, Tianlong Gu, Xiaoli Liu |
| 2023 | ADMA | csl-MTFL: Multi-task Feature Learning with Joint Correlation Structure Learning for Alzheimer's Disease Cognitive Performance Prediction. | Wei Liang, Kai Zhang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaane |
| 2023 | ADMA | Towards Time-Variant-Aware Link Prediction in Dynamic Graph Through Self-supervised Learning. | Guangqi Wen, Peng Cao, Zhiyong Jin, Ruoxian Song, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaane |
| 2023 | AINA | ABIDI: A Reference Architecture for Reliable Industrial Internet of Things. | Gianluca Rizzo, Alberto Franzin, Miia Lillstrang, Guillermo del Campo, Moiss Silva-Muoz, Lluc Bono, Mina Aghaei Dinani, Xiaoli Liu, Joonas Tuutijrvi, Satu Tamminen, Edgar Saavedra, Asuncin Santamaria, Xiang Su, Juha Rning |
| 2023 | IJCAI | Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation. | Zhiqiang Shen, Peng Cao, Hua Yang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaane |
| 2023 | MICCAI | Lesion-Aware Contrastive Learning for Diabetic Retinopathy Diagnosis. | Shuai Cheng, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaane |
| 2023 | MICCAI | Modeling Alzheimers' Disease Progression from Multi-task and Self-supervised Learning Perspective with Brain Networks. | Wei Liang, Kai Zhang, Peng Cao, Pengfei Zhao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaane |
| 2022 | ICDE | Trustworthy Distributed Intelligence for Smart Cities. | Xiaoli Liu, Satu Tamminen, Sasu Tarkoma, Xiang Su |
| 2021 | GLOBECOM | Context-Aware Augmented Reality with 5G Edge. | Jacky Cao, Xiaoli Liu, Xiang Su, Sasu Tarkoma, Pan Hui |
| 2020 | CGI | GARNet: Graph Attention Residual Networks Based on Adversarial Learning for 3D Human Pose Estimation. | Zhihua Chen, Xiaoli Liu, Bing Sheng, Ping Li |
| 2019 | CBMS | Predicting the Heart Rate Response to Outdoor Running Exercise. | Xiaoli Liu, Xiang Su, Satu Tamminen, Topi Korhonen, Juha Rning |
| 2019 | EWSN | Poster: DeePTOP: Personalized Tachycardia Onset Prediction Using Bi-directional LSTM in Wearable Embedded Systems. | Ke Lan, Xiaoli Liu, Haoran Xu, Peiyao Li, Zhicheng Yang, Qian Yuan, Jiewen Zheng, Wei Yan, Desen Cao, Zhengbo Zhang |
| 2019 | INFOCOM | Sleep Stage Classification Using Bidirectional LSTM in Wearable Multi-sensor Systems. | Yuezhou Zhang, Zhicheng Yang, Ke Lan, Xiaoli Liu, Zhengbo Zhang, Peiyao Li, Desen Cao, Jiewen Zheng, Jianli Pan |
| 2018 | ASPLOS | Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe. | Jiong Gong, Haihao Shen, Guoming Zhang, Xiaoli Liu, Shane Li, Ge Jin, Niharika Maheshwari, Evarist Fomenko, Eden Segal |
| 2018 | DASFAA | A Twin-Buffer Scheme for High-Throughput Logging. | Qingzhong Meng, Xuan Zhou, Shan Wang, Haiyan Huang, Xiaoli Liu |
| 2018 | ICICS | Automated Verification of Noninterference Property. | Fan Zhang, Cong Zhang, Mingdi Xu, Xiaoli Liu, Fangning Hu, Han-Chieh Chao |
| 2018 | PERCOM | Enhancing Veracity of IoT Generated Big Data in Decision Making. | Xiaoli Liu, Satu Tamminen, Xiang Su, Pekka Siirtola, Juha Rning, Jukka Riekki, Jussi Kiljander, Juha-Pekka Soininen |
| 2018 | PERCOM | Distribution of Semantic Reasoning on the Edge of Internet of Things. | Xiang Su, Pingjiang Li, Jukka Riekki, Xiaoli Liu, Jussi Kiljander, Juha-Pekka Soininen, Christian Prehofer, Huber Flores, Yuhong Li |
| 2018 | SENSYS | Automated Sleep Period Estimation in Wearable Multi-sensor Systems. | Yuezhou Zhang, Zhicheng Yang, Zhengbo Zhang, Xiaoli Liu, Desen Cao, Peiyao Li, Jiewen Zheng, Ke Lan |
| 2018 | SENSYS | Breathing Disorder Detection Using Wearable Electrocardiogram And Oxygen Saturation. | Yuezhou Zhang, Zhicheng Yang, Zhengbo Zhang, Peiyao Li, Desen Cao, Xiaoli Liu, Jiewen Zheng, Qian Yuan, Jianli Pan |
| 2017 | GPC | Transferring Remote Ontologies to the Edge of Internet of Things Systems. | Xiang Su, Pingjiang Li, Huber Flores, Jukka Riekki, Xiaoli Liu, Yuhong Li, Christian Prehofer |
| 2017 | ICPADS | Regional Congestion Control in Datacenter Networks. | Fan Yang, Zhan Wang, Xiaoli Liu, Zheng Cao, Guojun Yuan, Xuejun An |
| 2017 | IJCNN | FNN approximation-based adaptive control for suppressing chatter in nonlinear milling with piezo-actuators. | Xiaoli Liu, Chun-Yi Su |
| 2017 | MICCAI | Sparse Multi-kernel Based Multi-task Learning for Joint Prediction of Clinical Scores and Biomarker Identification in Alzheimer's Disease. | Peng Cao, Xiaoli Liu, Jinzhu Yang, Dazhe Zhao, Osmar R. Zaane |
| 2017 | NPC | Regional Congestion Mitigation in Lossless Datacenter Networks. | Xiaoli Liu, Fan Yang, Yanan Jin, Zhan Wang, Zheng Cao, Ninghui Sun |
| 2016 | HIS | Cost Sensitive Ranking Support Vector Machine for Multi-label Data Learning. | Peng Cao, Xiaoli Liu, Dazhe Zhao, Osmar R. Zaane |
| 2016 | HIS | Sparse Learning and Hybrid Probabilistic Oversampling for Alzheimer's Disease Diagnosis. | Peng Cao, Xiaoli Liu, Dazhe Zhao, Osmar R. Zaane |
| 2016 | IGARSS | Comparison of the multi-path effect between Trimble R7 and Topcon NET-G3A. | Zhige Jia, Zhengsong Chen, Pengfei Yu, Mu Lin, Xiaoli Liu |
| 2016 | IGARSS | Implication of active structure in Ebinur Lake basin by stream length-gradient index and Hack profile. | Xiaoli Liu, Xue Li, Zhumei Liu, Xiaolin Chen, Shengle Li |
| 2016 | ISNN | Neural Network Approximation Based Multi-dimensional Active Control of Regenerative Chatter in Micro-milling. | Xiaoli Liu, Chun-Yi Su, Zhijun Li |
| 2015 | ICPADS | PROP: Using PCIe-Based RDMA to Accelerate Rack-Scale Communications in Data Centers. | Dawei Zang, Zheng Cao, Xiaoli Liu, Lin Wang, Zhan Wang, Ninghui Sun |
| 2014 | ICPADS | Building a large-scale direct network with low-radix routers. | Yong Su, Zheng Cao, Zhiguo Fan, Zhan Wang, Xiaoli Liu, Xiaobing Liu, Li Qiang, Xuejun An, Ninghui Sun |
| 2014 | NPC | HiNetSim: A Parallel Simulator for Large-Scale Hierarchical Direct Networks. | Zhiguo Fan, Zheng Cao, Yong Su, Xiaoli Liu, Zhan Wang, Xiaobing Liu, Dawei Zang, Xuejun An |
| 2013 | PDCAT | cHPP controller: A High Performance Hyper-node Hardware Accelerator. | Yong Su, Feilong Liu, Zheng Cao, Zhan Wang, Xiaoli Liu, Xuejun An, Ninghui Sun |
| 2012 | CLUSTER | Design of Hardware-Based Communication Performance Measurement Tool. | Zhan Wang, Zheng Cao, Xiaoli Liu, Yong Su, Feilong Liu, Xuejun An |
| 2012 | ICMLC | Fuzzy neural network based dynamic path planning. | Min Jiang, Yang Yu, Xiaoli Liu, Fan Zhang, Qingyang Hong |
| 2007 | SERA | Software architecture for a pattern based Question Answering system. | Xiaoli Liu, Guoqing Wu, Min Jiang, Min Yang, Weiming Wang |