| 2026 | ACL | From Script to Stage: Automating Experimental Design for Social Simulations with LLMs. | Yuwei Guo, Zihan Zhao, Xiaowei Liu, Xiangning Yu, Qun Ma, Deyu Zhou, Xiao Xue |
| 2026 | IWQoS | FedPDR: Server-Side Post-Plateau Refinement for Federated Learning with Latent Diffusion. | Xiaowei Liu, Hui Wang, Huan Zhou, Zhenyu Zhang, Peng Sun, Qi Gao, Tingting Wu, Zhiwen Yu |
| 2025 | ICIS | Balancing Safety, Engagement, and Compliance: Evaluating the Impact of NSFW Governance on AI-Generated Content. | Jisu Cao, Keran Zhao, Xiaowei Liu, Che-Wei Liu, Jiang Duan |
| 2024 | CHASE | Automated Scene Classification in Endoscopy Videos Using Convolutional Neural Networks. | Xiaolong Liang, Qilei Chen, Yu Cao, Benyuan Liu, Shuijiao Chen, Xiaowei Liu |
| 2024 | CSCWD | A Practical Cloud API Complementary Recommendation Service for Mashup Creation. | Xiaowei Liu, Wenhui Chen, Mengmeng Sun, Yali Si, Zhen Chen |
| 2024 | ICTAI | A User Study on Contrastive Explanations for Multi-Effector Temporal Planning with Non-Stationary Costs. | Xiaowei Liu, Kevin McAreavey, Weiru Liu |
| 2024 | ICWS | Complementarity Analysis of Cloud API Ecosystems: An Empirical Study on ProgrammableWeb and Huawei AppGallery Datasets. | Xiaowei Liu, Mengmeng Sun, Wenhui Chen, Dianlong You, Limin Shen, Zhen Chen |
| 2024 | WCNC | A Blockchain-Based Trustworthy Federated Learning Privacy Protection Scheme. | Xiaowei Liu, Xiaohui Li, Ai Gu, Siting Lv, Jianan Su |
| 2023 | HealthCom | A CNN-Based Disease Detection Framework for Wireless Capsule Endoscopy Videos. | Xizhe Wang, Zhang Zhang, Qilei Chen, Yani Yin, Guanghui Lian, Shuijiao Chen, Xiaowei Liu, Yu Cao, Benyuan Liu |
| 2023 | HealthCom | MLMSA: Multi-Level and Multi-Scale Attention for Lesion Detection in Endoscopy. | Zhang Zhang, Xizhe Wang, Shuijiao Chen, Xiaowei Liu, Qilei Chen, Yizhe Zhang, Yu Cao, Benyuan Liu |
| 2022 | GLOBECOM | Privacy-preserving Collaborative Learning with Scalable Image Transformation and Autoencoder. | Yuting Ma, Yuanzhi Yao, Xiaowei Liu, Nenghai Yu |
| 2022 | ICTAI | Privacy-preserving Cost-sensitive Federated Learning from Imbalanced Data. | Xiaowei Liu, Yuanzhi Yao, Yuting Ma, Nenghai Yu |
| 2022 | ICTAI | Deep Learning Assisted Mouth-Esophagus Passage Time Estimation During Gastroscopy. | Zinan Xiong, Qilei Chen, Chenxi Zhang, Yu Cao, Benyuan Liu, Yu Wu, Yu Peng, Xiaowei Liu |
| 2022 | PPSN | Generalization and Computation for Policy Classes of Generative Adversarial Imitation Learning. | Yirui Zhou, Yangchun Zhang, Xiaowei Liu, Wanying Wang, Zhengping Che, Zhiyuan Xu, Jian Tang, Yaxin Peng |
| 2022 | UIC | Seizing the Long Tail: Neural Complementary Recommendation for Cloud API Delivery. | Pengfei He, Wenchao Qi, Xiaowei Liu, Linlin Liu, Dianlong You, Limin Shen, Zhen Chen |
| 2021 | BIBE | Gastric Location Classification During Esophagogastroduodenoscopy Using Deep Neural Networks. | Alexander Ding, Ying Li, Qilei Chen, Yu Cao, Benyuan Liu, Shuijiao Chen, Xiaowei Liu |
| 2021 | CIKM | Cascaded Deep Neural Ranking Models in LinkedIn People Search. | Zimeng Yang, Song Yan, Abhimanyu Lad, Xiaowei Liu, Weiwei Guo |
| 2021 | HPCC | Optimization Strategy for Time-Of-Use Tariffs on the Electricity Generation-Sales Side Considering Customer Demand Response. | Zhuoran Kang, Rongheng Lin, Hua Zou, Xiaowei Liu, Rui Jiao |
| 2021 | ICMLA | Detection of Endoscope Withdrawal Time in Colonoscopy Videos. | Ying Li, Alexander Ding, Yu Cao, Benyuan Liu, Shuijiao Chen, Xiaowei Liu |
| 2020 | CIKM | DeText: A Deep Text Ranking Framework with BERT. | Weiwei Guo, Xiaowei Liu, Sida Wang, Huiji Gao, Ananth Sankar, Zimeng Yang, Qi Guo, Liang Zhang, Bo Long, Bee-Chung Chen, Deepak Agarwal |
| 2020 | ICTAI | Colorectal Polyp Detection in Real-world Scenario: Design and Experiment Study. | Xinzi Sun, Dechun Wang, Chenxi Zhang, Pengfei Zhang, Zinan Xiong, Yu Cao, Benyuan Liu, Xiaowei Liu, Shuijiao Chen |
| 2020 | KDD | Deep Learning for Search and Recommender Systems in Practice. | Zhoutong Fu, Huiji Gao, Weiwei Guo, Sandeep Kumar Jha, Jun Jia, Xiaowei Liu, Bo Long, Jun Shi, Sida Wang, Mingzhou Zhou |
| 2019 | GLOBECOM | Traffic Offloading and Power Allocation for Green HetNets Using Reinforcement Learning Method. | Bo Gu, Yifei Wei, Xiaowei Liu, Mei Song, Zhu Han |
| 2019 | GLOBECOM | Joint Power Control and User Association Strategy in Green HetNets Using Deep Q-Network with LSTM. | Xiaowei Liu, Yifei Wei, Bo Gu, Mei Song, Xiaojun Wang |
| 2016 | TrustCom | A Cleanroom Monitoring System for Network Computing Service Based on Remote Attestation. | Lei Zhou, Xiaowei Liu, Qin Liu, Guojun Wang |
| 2015 | ICCD | Optimized local control strategy for voice-based interaction-tracking badges for social applications. | Xiaowei Liu, Alex Doboli, Fan Ye |
| 2015 | SMC | Artificial Bee Group Colony Algorithm for Numerical Function Optimization. | Gang Yang, Jieping Xu, Junyan Yi, He Zheng, Zheng Yuan, Xiaowei Liu |
| 2015 | SMC | Simplify the Basic Artificial Bee Colony Algorithm. | He Zheng, Gang Yang, Junyan Yi, Zheng Yuan, Xiaowei Liu, Meng Shuai |
| 2010 | ICNC | Research on the channel prediction algorithm of multiwavelet combined with support vector machines based on FPGA. | Zheng Xiang, Xiaowei Liu, Ruichun Shangguan |