| 2026 | AAAI | Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem. | Jingchen Jiang, Xuan Zhou, Jiayuan Li, Geng Han, Xiang Shi, Fang Deng |
| 2026 | AAAI | K-12EduBench: A Benchmark for Evaluating Large Language Models' Knowledge, Problem-Solving, and Educational Goal Cognition in K-12 Education. | Yuqing Ye, Xuan Zhou, Zhifu Chen, Dandan Li, Hengnian Gu, Jin Peng Zhou, Dongdai Zhou |
| 2026 | ACL | GASim: A Graph-Accelerated Hybrid Framework for Social Simulation. | Xuan Zhou, Yanhui Sun, Hantao Yao, Allen He, Yongdong Zhang, Wu Liu |
| 2026 | DASFAA | Q-Doctor: Retrieval-Augmented Diagnosis and Multi-agent Correction for Query Performance Anomalies. | Yiwen Han, Zhicheng Pan, Lixiang Chen, Chengcheng Yang, Rong Zhang, Xuan Zhou |
| 2026 | DASFAA | SQL-QMARS: A Query-Guided Multi-agent Recommendation System for SQL. | Jiawen Xu, Wei Zhou, Yungui Zheng, Huiqi Hu, Peng Cai, Xuan Zhou, Yaoqiang Xu, Chen Qian |
| 2026 | DASFAA | SemInfer: Accelerating LLM-Based Semantic Data Processing via Sparse Indexing. | Wentao Zhu, Yuyun Zhang, Huiqi Hu, Peng Cai, Xuan Zhou, Yaoqiang Xu, Chen Qian |
| 2026 | EACL | "Yuki Gets Sushi, David Gets Steak?": Uncovering Gender and Racial Biases in LLM-Based Meal Recommendations. | Xuefeng Wei, Xuan Zhou, Yusuke Sakai, Taro Watanabe |
| 2026 | ICDE | Automatic Parameter Tuning for Compaction in Lsm-Tree Based Databases. | Pinshan Cao, Peng Cai, Xuan Zhou, Jun-Peng Zhu, Kecheng Luo, Sijia Li, Quanqing Xu, Chuanhui Yang |
| 2026 | ICDE | BOND: A Co-Designed Framework for LLM-Powered Analytics Over Relational Data. | Lixiang Chen, Qin Zheng, Zhicheng Pan, Chengcheng Yang, Rong Zhang, Xuan Zhou |
| 2026 | WCNC | Stochastic Network Calculus Analysis of SPMA for Delay-Sensitive Industrial IoT Networks. | Ruili Wang, Feng He, Peng Liu, Ershuai Li, Xuan Zhou |
| 2026 | WWW | OpenDigger: A Practical Framework for Assessing Community Health and Sustainability in Open Source Collaboration Platforms. | Wei Wang, Fanyu Han, Shengyu Zhao, Xuan Zhou, Weining Qian, Aoying Zhou, Xiaoya Xia, Liyun Yang, Rong Wang, Ning Jiang, Moming Duan |
| 2026 | SIGMOD | TiInsight: A SQL-based Automated Exploratory Data Analysis System through Large Language Models. | Jun-Peng Zhu, Boyan Niu, Peng Cai, Zheming Ni, Kai Xu, Jiajun Huang, Shengbo Ma, Bing Wang, Xuan Zhou, Guanglei Bao, Donghui Zhang, Liu Tang, Qi Liu |
| 2025 | ICASSP | Identity-Agnostic Learning for Deepfake Face Detection. | Xuan Zhou, Zongyong Deng, Qijun Zhao |
| 2025 | ICDE | Artemis: A Customizable Workload Generation Toolkit for Benchmarking Cardinality Estimation. | Zirui Hu, Rong Zhang, Chengcheng Yang, Xuan Zhou, Quanqing Xu, Chuanhui Yang |
| 2025 | ICDE | Hyper: Hybrid Physical Design Advisor with Multi-agent Reinforcement Learning. | Zhicheng Pan, Yuanjia Zhang, Chengcheng Yang, Ahmad Ghazal, Rong Zhang, Huiqi Hu, Xiaoju Wu, Yu Dong, Xuan Zhou |
| 2025 | ICDE | Rabbit: Retrieval-Augmented Generation Enables Better Automatic Database Knob Tuning. | Wenwen Sun, Zhicheng Pan, Zirui Hu, Yu Liu, Chengcheng Yang, Rong Zhang, Xuan Zhou |
| 2025 | ICDE | SylphDB: An Active and Adaptive LSM Engine for Update-Intensive Workloads. | Jun-Peng Zhu, Zhiwei Ye, Xiaolong He, Peng Cai, Xuan Zhou, Aoying Zhou, Dunbo Cai, Ling Qian, Kai Xu, Liu Tang, Qi Liu |
| 2025 | ICDM | HeteroDaseX: Accelerating Structured Data Analytics with a Heterogeneous Memory Cache. | Peng Deng, Wanli Cai, Huiqi Hu, Minghao Zhao, Xuan Zhou |
| 2025 | ICPADS | Towards Fine-Grained CQF Scheduling for TSN with Temporal Conflict Resolution. | Moran Sun, Xuan Zhou, Feng He |
| 2025 | SIGMOD | A Query-Aware Enormous Database Generator For System Performance Evaluation. | Xuhua Huang, Zirui Hu, Siyang Weng, Rong Zhang, Chengcheng Yang, Xuan Zhou, Weining Qian, Chuanhui Yang, Quanqing Xu |
| 2024 | ADMA | Regional Food Culture Preference Mining Based on Restaurant POI. | Ziyi Zhang, Xu Chen, Hao Huang, Guojia Wan, Xuan Zhou, Shuang Li, Yuhao Lin, Jiawei Jiang |
| 2024 | APWEB | A Composable Architecture for Cloud Transactional DBMS. | Hua Guo, Yunhong Ji, Huiqi Hu, Xuan Zhou |
| 2024 | APWEB | The Development of a TLA | Hua Guo, Yunhong Ji, Xuan Zhou |
| 2024 | DASFAA | OSGraph: A Data Visualization Insight Platform for Open Source Community. | Wenrui Huang, Xiaoya Xia, Aoying Zhou, Xuan Zhou, Wei Wang, Shengyu Zhao, Zhiyong Wang, Sikang Bian |
| 2024 | DASFAA | SPQO: Learning to Safely Reuse Cached Plans for Dynamic Workloads. | Sijia Li, Peng Cai, Yiqi Shen, Huiqi Hu, Rong Zhang, Xuan Zhou, Xuquan Qing, Ri Zhao |
| 2024 | DASFAA | Touchstone | Hao Li, Qingshuai Wang, Zirui Hu, Xuhua Huang, Lyu Ni, Rong Zhang, Peng Cai, Xuan Zhou, Quanqing Xu |
| 2024 | DASFAA | Fast Approximate Temporal Butterfly Counting on Bipartite Graphs via Edge Sampling. | Jiaxi Pu, Yanhao Wang, Yuchen Li, Xuan Zhou |
| 2024 | DASFAA | HyBuffer: A Distributed Hybrid Shared Buffer for Multi-master Databases. | Rongrong Zhang, Zhiwei Ye, Peng Cai, Xuan Zhou, Aoying Zhou, Dunbo Cai, Ling Qian |
| 2024 | EDBT | TaC: An Anti-Caching Key-Value Store on Heterogeneous Memory Architectures. | Yunhong Ji, Wentao Huang, Xuan Zhou, Bingsheng He, Kian-Lee Tan |
| 2024 | EDBT | MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory. | Hongjia Zou, Lidan Shou, Ke Chen, Xuan Zhou |
| 2024 | EMNLP | Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark. | Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xianfeng Tang, Chen Luo, Ming Zeng, Haoming Jiang, Yifan Gao, Priyanka Nigam, Sreyashi Nag, Bing Yin, Yining Hua, Xuan Zhou, Omid Rohanian, Anshul Thakur, Lei A. Clifton, David A. Clifton |
| 2024 | HCI | Conversations in the Cloud: Crafting Harmony in AliCloud Computing Interaction Design. | Xintong Huang, Yiqi Chen, Dan Qiu, Xuan Zhou, Yuzhe Fang, Yiyang Liu, Zeyu Wu, Zhongbo Zhang, Qu Rong, Tianyu Wang, Xiaofan Wu, Mengke Liu, Yuwei Yang, Xiang Wang, Chenyu Li, Jiazhi Wen, Shihua Sun, Wei Liu |
| 2024 | ICDE | Hill-Cache: Adaptive Integration of Recency and Frequency in Caching with Hill-Climbing. | Yunfan Li, Huiqi Hu, Chaojing Lei, Xuan Zhou, Weining Qian |
| 2024 | ICDE | Mirage: Generating Enormous Databases for Complex Workloads. | Qingshuai Wang, Hao Li, Zirui Hu, Rong Zhang, Chengcheng Yang, Peng Cai, Xuan Zhou, Aoying Zhou |
| 2024 | ICDE | BushStore: Efficient B+Tree Group Indexing for LSM-Tree in Non-Volatile Memory. | Zhenghao Wang, Lidan Shou, Ke Chen, Xuan Zhou |
| 2024 | ICDE | Functionality-Aware Database Tuning via Multi-Task Learning. | Zhongwei Yue, Shujian Peng, Peng Cai, Xuan Zhou, Huiqi Hu, Rong Zhang, Quanqing Xu, Chuanhui Yang |
| 2024 | ICPR | What Makes Vision Transformers Robust Towards Bit-Flip Attack? | Xuan Zhou, Souvik Kundu, Dake Chen, Jie Huang, Peter A. Beerel |
| 2024 | ISSTA | DBStorm: Generating Various Effective Workloads for Testing Isolation Levels. | Keqiang Li, Siyang Weng, Lyu Ni, Chengcheng Yang, Rong Zhang, Xuan Zhou, Aoying Zhou |
| 2023 | ICDE | Workload-Aware Log-Structured Merge Key-Value Store for NVM-SSD Hybrid Storage. | Lixiang Chen, Ruihao Chen, Chengcheng Yang, Yuxing Han, Rong Zhang, Xuan Zhou, Peiquan Jin, Weining Qian |
| 2023 | ICDE | Leopard: A Black-Box Approach for Efficiently Verifying Various Isolation Levels. | Keqiang Li, Siyang Weng, Peiyuan Liu, Lyu Ni, Chengcheng Yang, Rong Zhang, Xuan Zhou, Jianghang Lou, Gui Huang, Weining Qian, Aoying Zhou |
| 2023 | ICDE | PM-Blade: A Persistent Memory Augmented LSM-tree Storage for Database. | Yinan Zhang, Huiqi Hu, Xuan Zhou, Enlong Xie, Hongdi Ren, Le Jin |
| 2023 | ICONIP | FLDNet: A Foreground-Aware Network for Polyp Segmentation Leveraging Long-Distance Dependencies. | Xuefeng Wei, Xuan Zhou |
| 2023 | PRICAI | Feature Aggregation Network for Building Extraction from High-Resolution Remote Sensing Images. | Xuan Zhou, Xuefeng Wei |
| 2022 | CIKM | Hockey: A Hybrid PMem-SSD Storage Engine for Analytical Database. | Yuhang Jia, Huiqi Hu, Xuan Zhou, Weining Qian |
| 2021 | APWEB | LinKV: An RDMA-Enabled KVS for High Performance and Strict Consistency Under Skew. | Xing Wei, Huiqi Hu, Xuan Zhou, Aoying Zhou |
| 2021 | CIKM | Jasmine: Exploring the Dependency-Aware Execution on Distributed Shared Memory. | Xing Wei, Huiqi Hu, Xuan Zhou, Xuecheng Qi, Weining Qian, Jiang Wang, Aoying Zhou |
| 2021 | HPCC | A Study of Evidence Cognition in the Simpson Case towards Smart Justice. | Xuan Zhou, Xiqiong Wan, Yifei Pei, Xiaohua Hu, Weihui Dai |
| 2021 | ICDE | Lock Violation for Fault-tolerant Distributed Database System | Hua Guo, Xuan Zhou, Le Cai |
| 2021 | ICDE | Continuously Bulk Loading over Range Partitioned Tables for Large Scale Historical Data. | Xiaolong He, Peng Cai, Xuan Zhou, Aoying Zhou |
| 2021 | ICDE | SLIMSTORE: A Cloud-based Deduplication System for Multi-version Backups. | Zihao Zhang, Huiqi Hu, Zhihui Xue, Changcheng Chen, Yang Yu, Cuiyun Fu, Xuan Zhou, Feifei Li |
| 2021 | NAACL | Multi-Grained Knowledge Distillation for Named Entity Recognition. | Xuan Zhou, Xiao Zhang, Chenyang Tao, Junya Chen, Bing Xu, Wei Wang, Jing Xiao |
| 2020 | DASFAA | RS-store: A SkipList-Based Key-Value Store with Remote Direct Memory Access. | Chenchen Huang, Huiqi Hu, Xuecheng Qi, Xuan Zhou, Aoying Zhou |
| 2020 | DASFAA | High Performance Design for Redis with Fast Event-Driven RDMA RPCs. | Xuecheng Qi, Huiqi Hu, Xing Wei, Chengcheng Huang, Xuan Zhou, Aoying Zhou |
| 2020 | QRS | Defect Prediction via LSTM Based on Sequence and Tree Structure. | Xuan Zhou, Lu Lu |
| 2020 | SEKE | ISC-FS: An Improved Spectral Clustering with Feature Selection for Defect Prediction. | Xuan Zhou, Lu Lu, Yexia Qin |
| 2020 | WISE | A Slice-Based Method to Speed Up Join View Maintenance for Transactions. | Huichao Duan, Huiqi Hu, Xuan Zhou, Aoying Zhou |
| 2020 | WISE | A Chunk-Based Hash Table Caching Method for In-Memory Hash Joins. | Xing Wei, Huiqi Hu, Xuan Zhou, Aoying Zhou |
| 2020 | WISE | TaskGenie: Crowd-Powered Task Generation for Struggling Search. | Luyan Xu, Xuan Zhou, Ujwal Gadiraju |
| 2019 | CHIIR | Generating Tasks for Study of Struggling Search. | Luyan Xu, Xuan Zhou |
| 2019 | SIGIR | Revealing the Role of User Moods in Struggling Search Tasks. | Luyan Xu, Xuan Zhou, Ujwal Gadiraju |
| 2018 | APWEB | Plover: Parallel In-Memory Database Logging on Scalable Storage Devices. | Huan Zhou, Jinwei Guo, Ouya Pei, Weining Qian, Xuan Zhou, Aoying Zhou |
| 2018 | DASFAA | A Twin-Buffer Scheme for High-Throughput Logging. | Qingzhong Meng, Xuan Zhou, Shan Wang, Haiyan Huang, Xiaoli Liu |
| 2018 | DSAA | Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options. | Xuan Zhou, Yuanjia Wang, Donglin Zeng |
| 2018 | SIGIR | LogCanvas: Visualizing Search History Using Knowledge Graphs. | Luyan Xu, Zeon Trevor Fernando, Xuan Zhou, Wolfgang Nejdl |
| 2017 | APWEB | Reordering Transaction Execution to Boost High Frequency Trading Applications. | Ningnan Zhou, Xuan Zhou, Xiao Zhang, Xiaoyong Du, Shan Wang |
| 2017 | DASFAA | Query Optimization on Hybrid Storage. | Anxuan Yu, Qingzhong Meng, Xuan Zhou, Binyu Shen, Yansong Zhang |
| 2017 | EDM | Improving Models of Peer Grading in SPOC. | Yong Han, Wenjun Wu, Xuan Zhou |
| 2017 | ICDE | Posterior Snapshot Isolation. | Xuan Zhou, Xin Zhou, Zhengtai Yu, Kian-Lee Tan |
| 2016 | DASFAA | An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases. | Ningnan Zhou, Xuan Zhou, Xiao Zhang, Shan Wang, Ling Liu |
| 2016 | ICDE | SEED: A system for entity exploration and debugging in large-scale knowledge graphs. | Jun Chen, Yueguo Chen, Xiaoyong Du, Xiangling Zhang, Xuan Zhou |
| 2016 | ICDE | Virtual denormalization via array index reference for main memory OLAP. | Yansong Zhang, Xuan Zhou, Ying Zhang, Yu Zhang, Mingchuan Su, Shan Wang |
| 2016 | SMC | The evolution of ethnic cultural industry towards a cyberspace: A perspective of generalized ecosystem. | Xuan Zhou, Weihui Dai, Duo Xu, Ye-Sho Chen |
| 2016 | SMC | Recognition of infant's emotions and needs from speech signals. | Xuan Zhou, Hongzhi Hu, Lina Wei, Jian Wang, Weihui Dai, Huajuan Mao |
| 2016 | VLDB | SwingDB: An Embedded In-memory DBMS Enabling Instant Snapshot Sharing. | Qingzhong Meng, Xuan Zhou, Shiping Chen, Shan Wang |
| 2015 | DASFAA | TOF: A Throughput Oriented Framework for Spatial Queries Processing in Multi-core Environment. | Zhongbin Xue, Xuan Zhou, Shan Wang |
| 2015 | ICASSP | Low bit rate high-quality MDCT audio coding of the 3GPP EVS standard. | Srikanth Nagisetty, Zongxian Liu, Takuya Kawashima, Hiroyuki Ehara, Xuan Zhou, Bin Wang, Zexin Liu, Lei Miao, Jon Gibbs, Lasse Laaksonen, Venkatraman Atti, Vivek Rajendran, Venkatesh Krishnan, Hosang Sung, Kihyun Choo |
| 2014 | PIMRC | Service-oriented cross-layer management for software-defined cellular networks. | Xuan Zhou, Zhifeng Zhao, Rongpeng Li, Yifan Zhou, Honggang Zhang |
| 2014 | PIMRC | Two-tier spatial modeling of base stations in cellular networks. | Yifan Zhou, Zhifeng Zhao, Qianlan Ying, Rongpeng Li, Xuan Zhou, Honggang Zhang |
| 2013 | APWEB | Harnessing the Wisdom of Crowds for Corpus Annotation through CAPTCHA. | Yini Cao, Xuan Zhou |
| 2013 | APWEB | A Framework for OLAP in Column-Store Database: One-Pass Join and Pushing the Materialization to the End. | Yuean Zhu, Yansong Zhang, Xuan Zhou, Shan Wang |
| 2013 | DASFAA | Optimized Adaptive Hybrid Indexing for In-memory Column Stores. | Zhongbin Xue, Xiongpai Qin, Xuan Zhou, Shan Wang, Anxuan Yu |
| 2013 | IGARSS | The impact of vertical wind shear on the hurricane eye tilt at the sea and cloud levels. | Xuezhu Lv, Xiaofeng Li, Xiaofeng Yang, William Pichel, Xuan Zhou, Yuguang Liu |
| 2013 | WCNC | Dynamic traffic-aware reconfiguration of spectral/energy efficient cellular networks. | Xuan Zhou, Gang Feng, Shuang Qin |
| 2013 | SIGIR | Efficient query construction for large scale data. | Elena Demidova, Xuan Zhou, Wolfgang Nejdl |
| 2012 | APWEB | CDDTA-JOIN: One-Pass OLAP Algorithm for Column-Oriented Databases. | Min Jiao, Yansong Zhang, Yan Sun, Shan Wang, Xuan Zhou |
| 2012 | CIKM | Top-k retrieval using conditional preference networks. | Hongbing Wang, Xuan Zhou, Wujin Chen, Peisheng Ma |
| 2012 | DASFAA | Co-spatial Searcher: Efficient Tag-Based Collaborative Spatial Search on Geo-social Network. | Jinzeng Zhang, Xiaofeng Meng, Xuan Zhou, Dongqi Liu |
| 2012 | ICTAI | Automatic Discovery and Transfer of MAXQ Hierarchies in a Complex System. | Hongbing Wang, Wenya Li, Xuan Zhou |
| 2012 | WWW | FreeQ: an interactive query interface for freebase. | Elena Demidova, Xuan Zhou, Wolfgang Nejdl |
| 2010 | DEXA | Evaluating Evidences for Keyword Query Disambiguation in Entity Centric Database Search. | Elena Demidova, Xuan Zhou, Irina Oelze, Wolfgang Nejdl |
| 2010 | ICDE | IQ | Elena Demidova, Xuan Zhou, Wolfgang Nejdl |
| 2010 | ICSOC | Managing Web Services: An Application in Bioinformatics. | Athman Bouguettaya, Shiping Chen, Lily Li, Dongxi Liu, Qing Liu, Surya Nepal, Wanita Sherchan, Jemma Wu, Xuan Zhou |
| 2010 | ICSOC | Adaptive Service Composition Based on Reinforcement Learning. | Hongbing Wang, Xuan Zhou, Xiang Zhou, Weihong Liu, Wenya Li, Athman Bouguettaya |
| 2010 | ICTAI | Web Service Classification Using Support Vector Machine. | Hongbing Wang, Yanqi Shi, Xuan Zhou, Qianzhao Zhou, Shizhi Shao, Athman Bouguettaya |
| 2010 | ICTAI | Adaptive and Dynamic Service Composition Using Q-Learning. | Hongbing Wang, Xuan Zhou, Xiang Zhou, Weihong Liu, Wenya Li |
| 2010 | SIGIR | Untitled record | Elena Demidova, Peter Fankhauser, Xuan Zhou, Wolfgang Nejdl |
| 2009 | DASFAA | Supporting Execution-Level Business Process Modeling with Semantic Technologies. | Matthias Born, Jrg Hoffmann, Tomasz Kaczmarek, Marek Kowalkiewicz, Ivan Markovic, James Scicluna, Ingo Weber, Xuan Zhou |
| 2009 | DASFAA | SUITS: Faceted User Interface for Constructing Structured Queries from Keywords. | Elena Demidova, Xuan Zhou, Gideon Zenz, Wolfgang Nejdl |
| 2009 | ICSOC | Web Service Selection with Incomplete or Inconsistent User Preferences. | Hongbing Wang, Shizhi Shao, Xuan Zhou, Cheng Wan, Athman Bouguettaya |
| 2009 | SERVICES | Supporting Bioinformatic Experiments with a Service Query Engine. | Xuan Zhou, Shiping Chen, Athman Bouguettaya, Kai Xu |
| 2007 | SMC | Fuzzy performance model construction & formalization: its use/reuse in the Economic View. | Jian Zhou, Jim Browne, Xuan Zhou, Paul Folan, Qing Li, Tianyuan Xiao |
| 2007 | SIGMOD | Query relaxation using malleable schemas. | Xuan Zhou, Julien Gaugaz, Wolf-Tilo Balke, Wolfgang Nejdl |
| 2005 | VLDB | WmXML: A System for Watermarking XML Data. | Xuan Zhou, HweeHwa Pang, Kian-Lee Tan, Dhruv Mangla |
| 2004 | ICDE | Hiding Data Accesses in Steganographic File System. | Xuan Zhou, HweeHwa Pang, Kian-Lee Tan |
| 2003 | DaWaK | Using an Interest Ontology for Improved Support in Rule Mining. | Xiaoming Chen, Xuan Zhou, Richard B. Scherl, James Geller |
| 2003 | ICDE | StegFS: A Steganographic File System. | HweeHwa Pang, Kian-Lee Tan, Xuan Zhou |