| 2026 | AAAI | CLM-Access: A Specialized Foundation Model for High-Dimensional Single-Cell ATAC-Seq Analysis. | Ziqiang Liu, Bowen Li, Zhenyu Xu, Yantao Li, Junwei Zhang, Chulin Sha, Xiaolin Li |
| 2026 | KSEM | Text-Attributed Graph Augmented Large Language Models for Question Answering. | Zhongkun Zhu, Junwei Zhang, Dongjin Yu, Xiaolin Li |
| 2025 | AAAI | Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation. | Junwei Zhang, Xiaolin Li |
| 2025 | AAAI | QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression. | Junwei Zhang, Tianheng Wang, Zeyi Zhang, Pengju Yan, Xiaolin Li |
| 2025 | CCS | Mitigating Data Poisoning Attacks to Local Differential Privacy. | Xiaolin Li, Ninghui Li, Boyang Wang, Wenhai Sun |
| 2025 | DASFAA | An Evaluation Framework for Long-Tail Senses in Large Language Models and Word Sense Disambiguation. | Junwei Zhang, Tianheng Wang, Tao Huang, Yupeng Zhang, Pengju Yan, Xiaolin Li |
| 2025 | DATE | Accelerating Oblivious Transfer with a Pipelined Architecture. | Xiaolin Li, Wei Yan, Hongwei Liu, Yong Zhang, Qinfen Hao, Yong Liu, Ninghui Sun |
| 2025 | IJCNN | Hypergraph-Encoder: A Dynamic Hypergraph-based Approach for Predicting Synergistic Effects in Multi-Drug Combinations. | Xiaolin Li, Xianguo Zhang |
| 2023 | HCI | Research on Chinese Font Size of Automobile Central Control Interface Driving. | Jingfeng Shao, Zhigang Yang, Yanlong Li, Xiaolin Li, Yingzhi Huang, Jing Deng |
| 2022 | KDD | Semi-supervised Drifted Stream Learning with Short Lookback. | Weijieying Ren, Pengyang Wang, Xiaolin Li, Charles E. Hughes, Yanjie Fu |
| 2022 | KDD | Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. | Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin |
| 2021 | HCI | Application of Four-Chain Integration Theory on Cultural Derivative Design - A Case Study of Shanghai History Museum. | Wei Ding, Xinyao Huang, Qianyu Zhang, Xiaolin Li, Dadi An |
| 2021 | HCI | A Case Study of Social Innovation Based on Ten Years' Practice-Taking the Project of "Design for Country" in Shanghai as an Example. | Wei Ding, Xiaolin Li, Junnan Ye, Xinyao Huang, Qianyu Zhang |
| 2020 | AAAI | Rethinking the Bottom-Up Framework for Query-Based Video Localization. | Long Chen, Chujie Lu, Siliang Tang, Jun Xiao, Dong Zhang, Chilie Tan, Xiaolin Li |
| 2020 | AAAI | Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring. | Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li |
| 2020 | ACL | A Batch Normalized Inference Network Keeps the KL Vanishing Away. | Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Wu |
| 2020 | HPCC | FedMONN: Meta Operation Neural Network for Secure Federated Aggregation. | Dan Meng, Hongyu Li, Fan Zhu, Xiaolin Li |
| 2020 | IJCAI | Exploiting Mutual Information for Substructure-aware Graph Representation Learning. | Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien A. Hua |
| 2020 | INFOCOM | Adaptive Adversarial Attack on Scene Text Recognition. | Xiaoyong Yuan, Pan He, Xiaolin Li, Dapeng Wu |
| 2020 | KDD | Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams. | Pengyang Wang, Kunpeng Liu, Lu Jiang, Xiaolin Li, Yanjie Fu |
| 2020 | SecureComm | Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-supervised Neural Networks. | Xiaoyong Yuan, Lei Ding, Malek Ben Salem, Xiaolin Li, Dapeng Wu |
| 2019 | AAAI | Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations. | Yanjie Fu, Pengyang Wang, Jiadi Du, Le Wu, Xiaolin Li |
| 2019 | AAAI | Generalized Batch Normalization: Towards Accelerating Deep Neural Networks. | Xiaoyong Yuan, Zheng Feng, Matthew Norton, Xiaolin Li |
| 2019 | EMNLP | DEBUG: A Dense Bottom-Up Grounding Approach for Natural Language Video Localization. | Chujie Lu, Long Chen, Chilie Tan, Xiaolin Li, Jun Xiao |
| 2019 | IROS | Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning. | Yanlin Zhou, Fan Lu, George Pu, Xiyao Ma, Runhan Sun, Hsi-Yuan Chen, Xiaolin Li |
| 2019 | ISPA | Binary Competitive Swarm Optimizer Algorithm for Feature Selection in Identification of Chinese Fir Family. | Shiguo Huang, Minglin Hong, Yanhong Lin, Xiaolin Li, Dakun Lin |
| 2019 | ISPA | MD5 Encryption Algorithm Enhanced Competitive Swarm Optimizer for Feature Selection. | Yanhong Lin, Shiguo Huang, Minglin Hong, Shiting Chen, Xiaolin Li, Dakun Lin |
| 2019 | KDD | Automating Feature Subspace Exploration via Multi-Agent Reinforcement Learning. | Kunpeng Liu, Yanjie Fu, Pengfei Wang, Le Wu, Rui Bo, Xiaolin Li |
| 2019 | KDD | Adversarial Substructured Representation Learning for Mobile User Profiling. | Pengyang Wang, Yanjie Fu, Hui Xiong, Xiaolin Li |
| 2019 | KDD | Unifying Inter-region Autocorrelation and Intra-region Structures for Spatial Embedding via Collective Adversarial Learning. | Yunchao Zhang, Yanjie Fu, Pengyang Wang, Xiaolin Li, Yu Zheng |
| 2018 | EMNLP | GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model. | Qile Zhu, Zheng Feng, Xiaolin Li |
| 2018 | ICA3PP | Contextual-Field Supported Iterative Representation for Face Hallucination. | Kangli Zeng, Tao Lu, Xiaolin Li, Yanduo Zhang, Li Peng, Shenming Qu |
| 2018 | ICDM | Dr. Right!: Embedding-Based Adaptively-Weighted Mixture Multi-classification Model for Finding Right Doctors with Healthcare Experience Data. | Xin Xu, Yanjie Fu, Haoyi Xiong, Bo Jin, Xiaolin Li, Shuli Hu, Minghao Yin |
| 2018 | IGARSS | Relative Attribute Based Unmixing. | Genping Zhao, Lianglun Cheng, Heng Wu, Hui Li, Xiaolin Li |
| 2018 | PRICAI | A Correlation-Aware ML-kNN Algorithm for Customer Value Modeling in Online Shopping. | Yuan Zhuang, Xiaolin Li, Yue Sun, Xiangdong He |
| 2017 | CoNLL | Character Sequence-to-Sequence Model with Global Attention for Universal Morphological Reinflection. | Qile Zhu, Yanjun Li, Xiaolin Li |
| 2017 | DASC | DeepCancer: Detecting Cancer via Deep Generative Learning Through Gene Expressions. | Rajendra Rana Bhat, Vivek Viswanath, Xiaolin Li |
| 2017 | DASC | Intelligent Perioperative System: Towards Real-Time Big Data Analytics in Surgery Risk Assessment. | Zheng Feng, Rajendra Rana Bhat, Xiaoyong Yuan, Daniel Freeman, Tezcan Baslanti, Azra Bihorac, Xiaolin Li |
| 2017 | ICCV | Single Shot Text Detector with Regional Attention. | Pan He, Weilin Huang, Tong He, Qile Zhu, Yu Qiao, Xiaolin Li |
| 2017 | ICMLA | DeepPositioning: Intelligent Fusion of Pervasive Magnetic Field and WiFi Fingerprinting for Smartphone Indoor Localization via Deep Learning. | Wei Zhang, Rahul Sengupta, John Fodero, Xiaolin Li |
| 2017 | SEKE | Distributed API Protocol Mining. | Deng Chen, Yanduo Zhang, Wei Wei, Rongcun Wang, Xiaolin Li, Shixun Wang, Rubing Huang |
| 2017 | SmartComp | DeepDefense: Identifying DDoS Attack via Deep Learning. | Xiaoyong Yuan, Chuanhuang Li, Xiaolin Li |
| 2016 | APCC | On the minimum subspace coding capacity of multiplicative finite-field matrix channels with a given rank distribution. | Chenchen Liu, Xiaolin Li, Baojian Zhou, Wai Ho Mow |
| 2016 | BigData | DeepSky: Identifying Absorption Bumps via Deep Learning. | Xiaoyong Yuan, Min Li, Sudeep Gaddam, Xiaolin Li, Yinan Zhao, Jingzhe Ma, Jian Ge |
| 2016 | ICDM | Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective. | Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong |
| 2016 | ICDM | College Student Scholarships and Subsidies Granting: A Multi-modal Multi-label Approach. | Han-Jia Ye, De-Chuan Zhan, Xiaolin Li, Zhen-Chuan Huang, Yuan Jiang |
| 2016 | ICMLA | Identifying Nontechnical Power Loss via Spatial and Temporal Deep Learning. | Rajendra Rana Bhat, Rodrigo Daniel Trevizan, Rahul Sengupta, Xiaolin Li, Arturo S. Bretas |
| 2016 | ICPADS | Very Low-Resolution Face Recognition via Semi-Coupled Locality-Constrained Representation. | Tao Lu, Wei Yang, Yanduo Zhang, Xiaolin Li, Zixiang Xiong |
| 2016 | IECON | High efficient modeling of a diode clamped Modular Multilevel Converter for EMT simulation. | Wenming Gong, Zhe Zhu, Shukai Xu, Xiaolin Li, Hong Rao |
| 2016 | ISPDC | Interpretation of Chinese Address Information Based on Multi-factor Inference. | Xiaolin Li, Yanhui Duan, Huabing Zhou, Yi Zhang |
| 2016 | VCIP | Efficient low-rank supported extreme learning machine for robust face recognition. | Yingjie Guan, Tao Lu, Yanduo Zhang, Bo Wang, Xiaolin Li, Zixiang Xiong |
| 2016 | SECON | Enhancing Smartphone Indoor Localization via Opportunistic Sensing. | Kaikai Liu, Di Wu, Xiaolin Li |
| 2015 | CLUSTER | Taming Non-local Stragglers Using Efficient Prefetching in MapReduce. | Ze Yu, Min Li, Xin Yang, Han Zhao, Xiaolin Li |
| 2015 | ICDM | Discovery of College Students in Financial Hardship. | Chu Guan, Xinjiang Lu, Xiaolin Li, Enhong Chen, Wenjun Zhou, Hui Xiong |
| 2014 | GLOBECOM | Control of photo sharing over Online Social Networks. | Kaihe Xu, Yuanxiong Guo, Linke Guo, Yuguang Fang, Xiaolin Li |
| 2014 | HPDC | GatorCloud: a fine-grained and dynamic resourcesharing architecture for multiple cloud services. | Ze Yu, Min Li, Yang Liu, Xiaolin Li |
| 2014 | IECON | Testing a complete control and protection system for multi-terminal MMC HVDC links using hardware-in-the-loop simulation. | Zhe Zhu, Xiaolin Li, Hong Rao, Weihua Wang, Wei Li |
| 2014 | MASS | Finding Nemo: Finding Your Lost Child in Crowds via Mobile Crowd Sensing. | Kaikai Liu, Xiaolin Li |
| 2013 | HPCC | Domain-Based MapReduce Programming Model for Complex Scientific Applications. | Min Li, Xin Yang, Xiaolin Li |
| 2013 | HPCC | MyCloud: On-Demand Virtual Cluster Provisioning on HPC Resources. | Min Li, Xin Yang, Ze Yu, Xiaolin Li |
| 2013 | INFOCOM | A game-theoretic approach for achieving k-anonymity in Location Based Services. | Xinxin Liu, Kaikai Liu, Linke Guo, Xiaolin Li, Yuguang Fang |
| 2013 | INFOCOM | Towards accurate acoustic localization on a smartphone. | Kaikai Liu, Xinxin Liu, Lulu Xie, Xiaolin Li |
| 2013 | MASS | Improving GPS Service via Social Collaboration. | Kaikai Liu, Qiuyuan Huang, Jiecong Wang, Xiaolin Li, Dapeng Oliver Wu |
| 2013 | Mobisys | Guoguo: enabling fine-grained indoor localization via smartphone. | Kaikai Liu, Xinxin Liu, Xiaolin Li |
| 2012 | CLUSTER | Affinity-aware Virtual Cluster Optimization for MapReduce Applications. | Cairong Yan, Ming Zhu, Xin Yang, Ze Yu, Min Li, Youqun Shi, Xiaolin Li |
| 2012 | GLOBECOM | User-centric private matching for eHealth networks - A social perspective. | Linke Guo, Xinxin Liu, Yuguang Fang, Xiaolin Li |
| 2012 | GLOBECOM | Acoustic ranging and communication via microphone channel. | Kaikai Liu, Xinxin Liu, Xiaolin Li |
| 2012 | GLOBECOM | Blind Spots: Unveiling users' true willingness in online social networks. | Di Wang, Xinxin Liu, Xiaolin Li |
| 2012 | ICONIP | Novel Robust Stability Criteria for Stochastic Hopfield Neural Network with Time-Varying Delays. | Xiaolin Li, Minrui Wang |
| 2012 | INFOCOM | Traffic-aware multiple mix zone placement for protecting location privacy. | Xinxin Liu, Han Zhao, Miao Pan, Hao Yue, Xiaolin Li, Yuguang Fang |
| 2012 | TridentCom | MagicLink: Weaving Multi-site Wireless Sensor Networks for Large-Scale Experiments. | Xinxin Liu, Li Yu, Di Wang, Xiaolin Li |
| 2012 | UCC | CloudBay: Enabling an Online Resource Market Place for Open Clouds. | Han Zhao, Ze Yu, Shivam Tiwari, Xing Mao, Kyungyong Lee, David Wolinsky, Xiaolin Li, Renato J. O. Figueiredo |
| 2011 | AINA | EPC: Energy-Aware Probability-Based Clustering Algorithm for Correlated Data Gathering in Wireless Sensor Networks. | Xinxin Liu, Han Zhao, Xiaolin Li |
| 2011 | AINA | SmartChannel: A Robust and Energy-Aware Multi-channel Management Scheme in Wireless Sensor Networks. | Xin Yang, Huanyu Zhao, Xiaolin Li |
| 2011 | ICONIP | Improved Global Robust Stability Criteria for Delayed BAM Neural Networks. | Xiaolin Li, Ming Liu |
| 2011 | SC | Poster: performance improvements of front tracking package. | James Glimm, Xiaolin Li, Vitali A. Morozov, Sameer Shende, Tulin Kaman |
| 2010 | EuroPar | cTrust: Trust Aggregation in Cyclic Mobile Ad Hoc Networks. | Huanyu Zhao, Xin Yang, Xiaolin Li |
| 2010 | GLOBECOM | WIM: A Wage-Based Incentive Mechanism for Reinforcing Truthful Feedbacks in Reputation Systems. | Huanyu Zhao, Xin Yang, Xiaolin Li |
| 2010 | HPCC | A Simple and Efficient Parallel Approach to Large-Scale Railway Freight Data Analysis. | Yi Xie, Xiaolin Li, Fengzhi Liu |
| 2010 | ISNN | Novel LMI Stability Criteria for Interval Hopfield Neural Networks with Time Delays. | Xiaolin Li, Jia Jia |
| 2010 | MASS | Trailing mobile sinks: A proactive data reporting protocol for Wireless Sensor Networks. | Xinxin Liu, Han Zhao, Xin Yang, Xiaolin Li, Ning Wang |
| 2009 | CCGRID | Efficient Grid Task-Bundle Allocation Using Bargaining Based Self-Adaptive Auction. | Han Zhao, Xiaolin Li |
| 2009 | HPCC | Load Scheduling Strategies for Parallel DNA Sequencing Applications. | Sudha Gunturu, Xiaolin Li, Laurence Tianruo Yang |
| 2009 | ICCCN | VectorTrust: Trust Vector Aggregation Scheme for Trust Management in Peer-to-Peer Networks. | Huanyu Zhao, Xiaolin Li |
| 2008 | CCGRID | GridMate: A Portable Simulation Environment for Large-Scale Adaptive Scientific Applications. | Xiaolin Li, Manish Parashar |
| 2008 | ICCCN | Autonomic Management of Hybrid Sensor Grid Systems and Applications. | Xiaolin Li, Xinxin Liu, Huanyu Zhao, Nanyan Jiang, Manish Parashar |
| 2008 | ICCCN | A Personalized Group Trust Management System for Collaborative Services. | Xiaolin Li, Huanyu Zhao |
| 2007 | AINA | S3PAS: A Scalable Shoulder-Surfing Resistant Textual-Graphical Password Authentication Scheme. | Huanyu Zhao, Xiaolin Li |
| 2007 | GLOBECOM | Minimizing Distribution Cost of Distributed Neural Networks in Wireless Sensor Networks. | Peng Guan, Xiaolin Li |
| 2007 | GLOBECOM | Sensing Workload Scheduling in Sensor Networks Using Divisible Load Theory. | Xiaolin Li, Xinxin Liu, Hui Kang |
| 2007 | HPCC | PARMI: A Publish/Subscribe Based Asynchronous RMI Framework for Cluster Computing. | Heejin Son, Xiaolin Li |
| 2007 | IWCMC | Sensing workload scheduling in hierarchical sensor networks for data fusion applications. | Xiaolin Li, Hui Kang, Hsiao-Hwa Chen |
| 2007 | MASS | Coordinated Workload Scheduling in Hierarchical Sensor Networks for Data Fusion Applications. | Xiaolin Li, Hui Kang, Jiannong Cao |
| 2007 | PDPTA | Scheduling Divisible Workloads from Multiple Sources in Linear Daisy Chain Networks. | Xinxin Liu, Han Zhao, Xiaolin Li |
| 2006 | ATC | Autonomic and Trusted Computing Paradigms. | Xiaolin Li, Hui Kang, Patrick Harrington, Johnson Thomas |
| 2006 | DASC | Autonomic Sensor Networks: A New Paradigm for Collaborative Information Processing. | Hui Kang, Xiaolin Li, Patrick J. Moran |
| 2006 | VDA | Output-sensitive volume tracking. | Lian Jiang, Xiaolin Li |
| 2005 | HiPC | Using Clustering to Address Heterogeneity and Dynamism in Parallel Scientific Applications. | Xiaolin Li, Manish Parashar |
| 2005 | IROS | Analytical fault detection and diagnosis (FDD) for pneumatic systems in robotics and manufacturing automation. | Xiaolin Li, Imin Kao |
| 2005 | ISNN | Exponential Stability of Stochastic Cohen-Grossberg Neural Networks with Time-Varying Delays. | Xiaolin Li, Jinde Cao |
| 2003 | EuroPar | Dynamic Load Partitioning Strategies for Managing Data of Space and Time Heterogeneity in Parallel SAMR Applications. | Xiaolin Li, Manish Parashar |
| 2001 | CCGRID | Divisible Load Scheduling on a Hypercube Cluster with Finite-Size Buffers and Granularity Constraints. | Xiaolin Li, Bharadwaj Veeravalli, Chi Chung Ko |
| 1998 | ICPR | Model-based online handwritten digit recognition. | Xiaolin Li, Rejean Plamondon, Marc Parizeau |
| 1996 | COMPSAC | A History-Based Approach for Early Faulty State Detection. | Pei Hsia, Xiaolin Li, David Chenho Kung |
| 1996 | SEKE | An Early Warning Approach for Method Sequence Testing. | Pei Hsia, Xiaolin Li, David Chenho Kung |
| 1994 | BMVC | A Similarity Measure for On-line Handprinted Kanji Character Recognition. | Xiaolin Li, W. Peter Dodd |