| 2026 | AAAI | PITE: Multi-Prototype Alignment for Individual Treatment Effect Estimation. | Fuyuan Cao, Jiaxuan Zhang, Xiaoli Li |
| 2026 | AAAI | TGCD: A Framework for Generalized Category Discovery in Time-Series Data. | Chandan Gautam, Lew Choon Hean, Ankit Das, Xiaoli Li, Savitha Ramasamy |
| 2026 | AAAI | Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation. | Jianghan Zhu, Yaoxin Wu, Zhuoyi Lin, Zhengyuan Zhang, Haiyan Yin, Zhiguang Cao, Senthilnath Jayavelu, Xiaoli Li |
| 2026 | ACL | HiRAS: A Hierarchical Multi-Agent Framework for Paper-to-Code Generation and Execution. | Hanhua Hong, Yizhi LI, Jiaoyan Chen, Sophia Ananiadou, Xiaoli Li, Jung-jae Kim, Chenghua Lin |
| 2026 | ACL | CVRH: Cross-modal Variational Role Hypergraph Network via Semantic Enhancement for Multi-modal Event Argument Extraction. | Bangze Pan, Yang Li, Ruili Pu, Suge Wang, Jian Liao, Jianxing Zheng, Xiaoli Li, Deyu Li |
| 2025 | ACL | Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization. | Yao Xiao, Hai Ye, Linyao Chen, Hwee Tou Ng, Lidong Bing, Xiaoli Li, Roy Ka-Wei Lee |
| 2025 | CW | 3D Object Generation Method Based on Signed Distance Function with Local Shared Attention Computation. | Xiaoli Li, Yiwen Du, Shuang Song, Zhenlong Du |
| 2025 | DASFAA | Explaining Black-Box Language Models with Knowledge Probing Systems: A Post-hoc Explanation Perspective. | Yunxiao Zhao, Hao Xu, Zhiqiang Wang, Xiaoli Li, Jiye Liang, Ru Li |
| 2025 | ECAI | Decomposing and Revising What Language Models Generate. | Zhichao Yan, Jiaoyan Chen, Jiapu Wang, Xiaoli Li, Ru Li, Jeff Z. Pan |
| 2025 | EMNLP | Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? | Boxiang Ma, Ru Li, Yuanlong Wang, Hongye Tan, Xiaoli Li |
| 2025 | ICML | Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation. | Jiaxuan Zhang, Emadeldeen Eldele, Fuyuan Cao, Yang Wang, Xiaoli Li, Jiye Liang |
| 2025 | KDD | Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation. | Peiliang Gong, Yucheng Wang, Min Wu, Zhenghua Chen, Xiaoli Li, Daoqiang Zhang |
| 2025 | KDD | Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation. | Peiliang Gong, Mohamed Ragab, Min Wu, Zhenghua Chen, Yongyi Su, Xiaoli Li, Daoqiang Zhang |
| 2025 | WACV | Learning to Identify Seen, Unseen and Unknown in the Open World: A Practical Setting for Zero-Shot Learning. | Sethupathy Parameswaran, Yuan Fang, Chandan Gautam, Savitha Ramasamy, Xiaoli Li |
| 2024 | AAAI | Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data. | Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen |
| 2024 | AAAI | Graph-Aware Contrasting for Multivariate Time-Series Classification. | Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen |
| 2024 | ACL | InstructEd: Soft-Instruction Tuning for Model Editing with Hops. | Xiaoqi Han, Ru Li, Xiaoli Li, Jiye Liang, Zifang Zhang, Jeff Z. Pan |
| 2024 | ACL | AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization. | Yunxiao Zhao, Zhiqiang Wang, Xiaoli Li, Jiye Liang, Ru Li |
| 2024 | COLING | Document-Level Event Extraction via Information Interaction Based on Event Relation and Argument Correlation. | Bangze Pan, Yang Li, Suge Wang, Xiaoli Li, Deyu Li, Jian Liao, Jianxing Zheng |
| 2024 | ECCV | LPViT: Low-Power Semi-structured Pruning for Vision Transformers. | Kaixin Xu, Zhe Wang, Chunyun Chen, Xue Geng, Jie Lin, Xulei Yang, Min Wu, Xiaoli Li, Weisi Lin |
| 2024 | EMNLP | Class Name Guided Out-of-Scope Intent Classification. | Chandan Gautam, Sethupathy Parameswaran, Aditya Kane, Yuan Fang, Savitha Ramasamy, Suresh Sundaram, Sunil Sahu, Xiaoli Li |
| 2024 | EMNLP | Inference Helps PLMs' Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs. | Juncai Li, Ru Li, Xiaoli Li, Qinghua Chai, Jeff Z. Pan |
| 2024 | EMNLP | Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs. | Liu Ran, Zhongzhou Liu, Xiaoli Li, Yuan Fang |
| 2024 | ICASSP | Interpretable Policy Extraction with Neuro-Symbolic Reinforcement Learning. | Rajdeep Dutta, Qincheng Wang, Ankur Singh, Dhruv Kumarjiguda, Xiaoli Li, Senthilnath Jayavelu |
| 2024 | ICML | TSLANet: Rethinking Transformers for Time Series Representation Learning. | Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Xiaoli Li |
| 2024 | IGARSS | Three-Dimensional Time-Series InSAR Inversion for Urban Deformation Monitoring: Incorporating Horizontal and Vertical Gradient Constraints. | Luyi Sun, Jinsong Chen, Hongzhong Li, Xiaoli Li |
| 2024 | IGARSS | Cross-Sensor Cloud Detection Based on Neural Style Transfer and Efficient Transformer. | Zhengxin Wang, Hongzhong Li, Longlong Zhao, Luyi Sun, Pan Chen, Xiaoli Li, Jinsong Chen |
| 2024 | IGARSS | A Novel Feature Extraction Method of Environmental Factors for Forest Fire Risk Modeling Based on Adaptive Time Window. | Longlong Zhao, Jinsong Chen, Yuankai Ge, Hongzhong Li, Xiaoli Li |
| 2024 | IJCNN | Rethinking the Role of Structural Information: How It Enhances Code Representation Learning? | Qiushi Sun, Nuo Chen, Jianing Wang, Xiaoli Li |
| 2024 | IROS | A Low-Texture Robust Hybrid Feature Based Visual Odometry. | He Wang, Qi Zhang, Zhiwen Zheng, Xiaoli Li, Hongye Tan, Ru Li |
| 2024 | IGARSS | Change Detection for High-Resolution Remote Sensing Images with Transformer Fusion Network. | Pan Chen, Xiaoli Li, Shanxin Guo, Hongzhong Li, Longlong Zhao, Jinsong Chen |
| 2024 | IGARSS | Object-Oriented SAR Image Change Detection Based on Speckle Reducing Anisotropic Diffusion. | Xiaoli Li, Hongzhong Li, Luyi Sun, Pan Chen, Longlong Zhao, Jinsong Chen |
| 2024 | IGARSS | New Application Paradigm Of Time Series SAR Data For Sugarcane Mapping. | Hongzhong Li, Zhengxin Wang, Luyi Sun, Longlong Zhao, Xiaoli Li, Pan Chen, Jinsong Chen |
| 2023 | AAAI | SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation. | Yucheng Wang, Yuecong Xu, Jianfei Yang, Zhenghua Chen, Min Wu, Xiaoli Li, Lihua Xie |
| 2023 | ACL | MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction. | Jing Wang, Aixin Sun, Hao Zhang, Xiaoli Li |
| 2023 | APWEB | Personal Credit Data Sharing Scheme Based on Blockchain and Access Control. | Jie Feng, Xiaoguang Li, Xiaoli Li |
| 2023 | CGI | Determine the Camera Eigenmatrix from Large Parallax Images. | Zhenlong Du, Yu Feng, Xiaoli Li, Dong Chen, Xiangjun Zhao |
| 2023 | EMNLP | Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation. | Nuo Chen, Qiushi Sun, Jianing Wang, Ming Gao, Xiaoli Li, Xiang Li |
| 2023 | EMNLP | HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts. | Truong Do, Le Khiem, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi |
| 2023 | EMNLP | Open Information Extraction via Chunks. | Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li |
| 2023 | EMNLP | From Speculation Detection to Trustworthy Relational Tuples in Information Extraction. | Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li |
| 2023 | EMNLP | Hierarchical Enhancement Framework for Aspect-based Argument Mining. | Yujie Fu, Yang Li, Suge Wang, Xiaoli Li, Deyu Li, Jian Liao, Jianxing Zheng |
| 2023 | EMNLP | Decomposed Prompt Tuning via Low-Rank Reparameterization. | Yao Xiao, Lu Xu, Jiaxi Li, Wei Lu, Xiaoli Li |
| 2023 | ICCV | Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks. | Kaixin Xu, Zhe Wang, Xue Geng, Min Wu, Xiaoli Li, Weisi Lin |
| 2023 | ICCV | Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation. | Yuecong Xu, Jianfei Yang, Yunjiao Zhou, Zhenghua Chen, Min Wu, Xiaoli Li |
| 2023 | ICIP | COCO-TEACH: A Contrastive Co-Teaching Network For Incremental 3D Object Detection. | Zhongyao Cheng, Cen Chen, Ziyuan Zhao, Peisheng Qian, Xiaoli Li, Xulei Yang |
| 2023 | IJCAI | Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data. | Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen |
| 2023 | IJCAI | SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. | Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li |
| 2023 | KDD | Source-Free Domain Adaptation with Temporal Imputation for Time Series Data. | Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen |
| 2023 | ProvSec | Signcryption-Based Encrypted Traffic Detection Scheme for Fast Establishing Secure Connections. | Hao Zhu, Fagen Li, Lihui Liu, Yong Zeng, Xiaoli Li, Jianfeng Ma |
| 2022 | AAAI | Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation. | Keyu Wu, Min Wu, Zhenghua Chen, Yuecong Xu, Xiaoli Li |
| 2022 | CVPR | DO-GAN: A Double Oracle Framework for Generative Adversarial Networks. | Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu, Xiaoli Li |
| 2022 | EMNLP | Syntactic Multi-view Learning for Open Information Extraction. | Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li |
| 2022 | ICARCV | Rotating Machinery Fault Diagnosis Based on Multi-sensor Information Fusion Using Graph Attention Network. | Chenyang Li, Chee Keong Kwoh, Xiaoli Li, Lingfei Mo, Ruqiang Yan |
| 2022 | ICALT | Research on K12 Exercise Recommendation Algorithm based on Educational Neuroscience. | Shaowei Zhang, Zhizhuang Li, Xiaoli Li, Xiaoke Huang |
| 2022 | ICIP | Iterative Contrastive Learning for Single Image Raindrop Removal. | Xulei Yang, Peisheng Qian, Li Wang, Shenghao Zhao, Cen Chen, Xiaoli Li, Zeng Zeng |
| 2022 | IJCAI | Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs. | Zhiwei Hu, Vctor Gutirrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan |
| 2022 | IGARSS | Building Damage Detection for Extreme Earthquake Disaster Area Location from Post-Event Uav Images Using Improved SSD. | Xiaoli Li, Jiansi Yang, Zhiqiang Li, Fan Yang, Yahui Chen, Jing Ren, Yihao Duan |
| 2022 | SIGIR | HTKG: Deep Keyphrase Generation with Neural Hierarchical Topic Guidance. | Yuxiang Zhang, Tao Jiang, Tianyu Yang, Xiaoli Li, Suge Wang |
| 2021 | ACL | DocOIE: A Document-level Context-Aware Dataset for OpenIE. | Kuicai Dong, Yilin Zhao, Aixin Sun, Jung-Jae Kim, Xiaoli Li |
| 2021 | ACL | A Conditional Splitting Framework for Efficient Constituency Parsing. | Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li |
| 2021 | ACL | A Knowledge-Guided Framework for Frame Identification. | Xuefeng Su, Ru Li, Xiaoli Li, Jeff Z. Pan, Hu Zhang, Qinghua Chai, Xiaoqi Han |
| 2021 | ACL | GCRC: A New Challenging MRC Dataset from Gaokao Chinese for Explainable Evaluation. | Hongye Tan, Xiaoyue Wang, Yu Ji, Ru Li, Xiaoli Li, Zhiwei Hu, Yunxiao Zhao, Xiaoqi Han |
| 2021 | EMNLP | Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization. | Yong Guan, Shaoru Guo, Ru Li, Xiaoli Li, Hongye Tan |
| 2021 | EMNLP | Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization. | Yong Guan, Shaoru Guo, Ru Li, Xiaoli Li, Hu Zhang |
| 2021 | ICALT | Exercise recommendation algorithm based on improved collaborative filtering. | Zhizhuang Li, Haiyang Hu, Zhipeng Xia, Jianping Zhang, Xiaoli Li, Jingyan Shi, Hailong Li, Xuezhang Li |
| 2021 | ICALT | Exercise Recommendation Method Based on Machine Learning. | Zhizhuang Li, Haiyang Hu, Zhipeng Xia, Jianping Zhang, Xiaoli Li, Zisihan Wang, Xiaoke Huang, Shan Zeng, Beixu Qiu |
| 2021 | IJCAI | Time-Series Representation Learning via Temporal and Contextual Contrasting. | Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan |
| 2021 | IJCAI | Deep Reinforcement Learning Boosted Partial Domain Adaptation. | Keyu Wu, Min Wu, Jianfei Yang, Zhenghua Chen, Zhengguo Li, Xiaoli Li |
| 2021 | IGARSS | Application of Object Based Image Analysis in Earthquake Emergency Products. | Yahui Chen, Xiaoyue Gao, Xiaoli Li, Yihao Duan |
| 2021 | NAACL | RST Parsing from Scratch. | Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li |
| 2020 | ACL | A Frame-based Sentence Representation for Machine Reading Comprehension. | Shaoru Guo, Ru Li, Hongye Tan, Xiaoli Li, Yong Guan, Hongyan Zhao, Yueping Zhang |
| 2020 | ACL | Efficient Constituency Parsing by Pointing. | Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li |
| 2020 | ACL | Differentiable Window for Dynamic Local Attention. | Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li |
| 2020 | APWEB | A Learning Interests Oriented Model for Cold Start Recommendation. | Yuefeng Du, Tuoyu Yan, Xiaoli Li, Jiafan Zhou, Yang Wang, Jing Shan |
| 2020 | APWEB | Curriculum-Oriented Multi-goal Agent for Adaptive Learning. | Jieyue Ma, Xiaoli Li, Xin Zhang, Tingting Liu, Yuefeng Du, Tie Li |
| 2020 | APWEB | WEKE: Learning Word Embeddings for Keyphrase Extraction. | Yuxiang Zhang, Huan Liu, Bei Shi, Xiaoli Li, Suge Wang |
| 2020 | COLING | Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension. | Shaoru Guo, Yong Guan, Ru Li, Xiaoli Li, Hongye Tan |
| 2020 | EMNLP | Public Sentiment Drift Analysis Based on Hierarchical Variational Auto-encoder. | Wenyue Zhang, Xiaoli Li, Yang Li, Suge Wang, Deyu Li, Jian Liao, Jianxing Zheng |
| 2020 | ICASSP | Mahalanobis Distance Based Adversarial Network for Anomaly Detection. | Yubo Hou, Zhenghua Chen, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Raed M. Shubair |
| 2020 | ICIP | Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading. | Ziyuan Zhao, Kartik Chopra, Zeng Zeng, Xiaoli Li |
| 2020 | SMC | Pamls Alignment Based On Two-Stage Convolutional Network with a Large in-Plane Rotation. | Xiaoli Li, Yang Yang, Wentao Yang, Guobin Zhang, Wenting Cui, Shaoyi Du |
| 2020 | SiggraphA | Variable Rate Ray Tracing for Virtual Reality. | Jinyuan Yang, Xiaoli Li, Abraham G. Campbell |
| 2020 | WSDM | HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems. | Lucas Vinh Tran, Yi Tay, Shuai Zhang, Gao Cong, Xiaoli Li |
| 2020 | VINCI | A fast method for detecting minority structures in a graph. | Fangfang Zhou, Qi'an Chen, Yunlong Cui, Xinyuan Wang, Hongxu Ma, Ying Zhao, Xiaoli Li |
| 2019 | EMNLP | Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification. | Linmei Hu, Tianchi Yang, Chuan Shi, Houye Ji, Xiaoli Li |
| 2019 | ICANN | Inter-region Synchronization Analysis Based on Heterogeneous Matrix Similarity Measurement. | Hengjin Ke, Dan Chen, Lei Zhang, Xinhua Zhang, Xianzeng Liu, Xiaoli Li |
| 2019 | SIGIR | Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation. | Lucas Vinh Tran, Tuan-Anh Nguyen Pham, Yi Tay, Yiding Liu, Gao Cong, Xiaoli Li |
| 2018 | CIKM | Interactions Modeling in Multi-Task Multi-View Learning with Consistent Task Diversity. | Xiaoli Li, Jun Huan |
| 2018 | ICARCV | Event-triggered Consensus Problem of General Multi-agent System on Signed Networks. | Lulu Pan, Haibin Shao, Dewei Li, Yugeng Xi, Xiaoli Li, Shibei Xue |
| 2018 | ICTIR | Using PageRank for Characterizing Topic Quality in LDA. | Sujatha Das Gollapalli, Xiaoli Li |
| 2018 | PAKDD | A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph. | Xiaohuan Cao, Chuan Shi, Yuyan Zheng, Jiayu Ding, Xiaoli Li, Bin Wu |
| 2018 | Tencon | A Generalized Predictive Framework for Data Driven Prognostics and Diagnostics using Machine Logs. | Shili Xiang, Dong Huang, Xiaoli Li |
| 2017 | AAAI | Incorporating Expert Knowledge into Keyphrase Extraction. | Sujatha Das Gollapalli, Xiaoli Li, Peng Yang |
| 2017 | AAAI | What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM. | Linmei Hu, Juanzi Li, Liqiang Nie, Xiaoli Li, Chao Shao |
| 2017 | ADMA | Mobile Robot Scheduling with Multiple Trips and Time Windows. | Shudong Liu, Huayu Wu, Shili Xiang, Xiaoli Li |
| 2017 | ADMA | People-Centric Mobile Crowdsensing Platform for Urban Design. | Shili Xiang, Lu Li, Si Min Lo, Xiaoli Li |
| 2017 | CIKM | MIKE: Keyphrase Extraction by Integrating Multidimensional Information. | Yuxiang Zhang, Yaocheng Chang, Xiaoqing Liu, Sujatha Das Gollapalli, Xiaoli Li, Chunjing Xiao |
| 2017 | IJCAI | Learning User Dependencies for Recommendation. | Yong Liu, Peilin Zhao, Xin Liu, Min Wu, Lixin Duan, Xiaoli Li |
| 2017 | IJCAI | Multiple Medoids based Multi-view Relational Fuzzy Clustering with Minimax Optimization. | Yangtao Wang, Lihui Chen, Xiaoli Li |
| 2017 | IGARSS | A mini consumer grade unmanned aerial vehicle (UAV) for small scale terrace detection. | Xiaoli Li, Zhiqiang Li, Bo Fu, Bing Wu, Yaohui Liu |
| 2017 | KDD | Constructivism Learning: A Learning Paradigm for Transparent Predictive Analytics. | Xiaoli Li, Jun Huan |
| 2017 | PAKDD | Entity Set Expansion with Meta Path in Knowledge Graph. | Yuyan Zheng, Chuan Shi, Xiaohuan Cao, Xiaoli Li, Bin Wu |
| 2016 | CIKM | aptMTVL: Nailing Interactions in Multi-Task Multi-View Multi-Label Learning using Adaptive-basis Multilinear Factor Analyzers. | Xiaoli Li, Jun Huan |
| 2016 | DASFAA | Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life. | Giduthuri Sateesh Babu, Peilin Zhao, Xiaoli Li |
| 2016 | DASFAA | Domain-Specific Entity Linking via Fake Named Entity Detection. | Jiangtao Zhang, Juanzi Li, Xiaoli Li, Yao Shi, Junpeng Li, Zhigang Wang |
| 2016 | EMNLP | Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data. | Zhen Hai, Peilin Zhao, Peng Cheng, Peng Yang, Xiaoli Li, Guangxia Li |
| 2016 | ICDE | Semantic proximity search on graphs with metagraph-based learning. | Yuan Fang, Wenqing Lin, Vincent Wenchen Zheng, Min Wu, Kevin Chen-Chuan Chang, Xiaoli Li |
| 2016 | ICML | Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization. | Zhiqiang Xu, Peilin Zhao, Jianneng Cao, Xiaoli Li |
| 2016 | ICPR | A PAC bound for joint matrix completion based on Partially Collective Matrix Factorization. | Chao Lan, Xiaoli Li, Yujie Deng, Joseph St. Amand, Jun Huan |
| 2016 | IJCAI | Exploring the Context of Locations for Personalized Location Recommendations. | Xin Liu, Yong Liu, Xiaoli Li |
| 2016 | IJCNN | Meta-cognitive Regression Neural Network for function approximation: Application to Remaining Useful Life estimation. | G. Sateesh Babu, Xiaoli Li, Suresh Sundaram |
| 2016 | IJCNN | Co-regularized least square regression for multi-view multi-class classification. | Chao Lan, Yujie Deng, Xiaoli Li, Jun Huan |
| 2016 | ISAIM | Partial Collective Matrix Factorization and its PAC Bound. | Chao Lan, Xiaoli Li, Yujie Deng, Jun Huan |
| 2016 | PAKDD | Social Identity Link Across Incomplete Social Information Sources Using Anchor Link Expansion. | Yuxiang Zhang, Lulu Wang, Xiaoli Li, Chunjing Xiao |
| 2016 | UAI | Efficient Multi-Class Selective Sampling on Graphs. | Peng Yang, Peilin Zhao, Zhen Hai, Wei Liu, Steven C. H. Hoi, Xiaoli Li |
| 2016 | SDM | On finding the maximum edge biclique in a bipartite graph: a subspace clustering approach. | Eran Shaham, Honghai Yu, Xiaoli Li |
| 2016 | SDM | Learning Correlative and Personalized Structure for Online Multi-Task Classification. | Peng Yang, Guangxia Li, Peilin Zhao, Xiaoli Li, Sujatha Das Gollapalli |
| 2015 | ACL | Learning Topic Hierarchies for Wikipedia Categories. | Linmei Hu, Xuzhong Wang, Mengdi Zhang, Juan-Zi Li, Xiaoli Li, Chao Shao, Jie Tang, Yongbin Liu |
| 2015 | CIKM | Where you Instagram?: Associating Your Instagram Photos with Points of Interest. | Xutao Li, Tuan-Anh Nguyen Pham, Gao Cong, Quan Yuan, Xiaoli Li, Shonali Krishnaswamy |
| 2015 | DASFAA | Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling. | Lei Hou, Juanzi Li, Xiaoli Li, Yu Su |
| 2015 | DASFAA | A Synthetic Minority Oversampling Method Based on Local Densities in Low-Dimensional Space for Imbalanced Learning. | Zhipeng Xie, Liyang Jiang, Tengju Ye, Xiaoli Li |
| 2015 | EMNLP | EMNLP versus ACL: Analyzing NLP research over time. | Sujatha Das Gollapalli, Xiaoli Li |
| 2015 | EMNLP | TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering. | Linmei Hu, Juanzi Li, Xiaoli Li, Chao Shao, Xuzhong Wang |
| 2015 | ICDE | CDR-To-MoVis: Developing a Mobility Visualization System from CDR data. | Manoranjan Dash, Kee Kiat Koo, James Decraene, Ghim-Eng Yap, Wei Wu, Joo Brtolo Gomes, Amy Shi Nash, Xiaoli Li |
| 2015 | ICDE | Network motif discovery: A GPU approach. | Wenqing Lin, Xiaokui Xiao, Xing Xie, Xiaoli Li |
| 2015 | ICDM | An Aggressive Graph-Based Selective Sampling Algorithm for Classification. | Peng Yang, Peilin Zhao, Vincent W. Zheng, Xiaoli Li |
| 2015 | ICDM | Cost-Sensitive Online Classification with Adaptive Regularization and Its Applications. | Peilin Zhao, Furen Zhuang, Min Wu, Xiaoli Li, Steven C. H. Hoi |
| 2015 | IJCAI | Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition. | Jianbo Yang, Minh Nhut Nguyen, Phyo Phyo San, Xiaoli Li, Shonali Krishnaswamy |
| 2015 | IJCNN | Stochastic least squares learning for deep architectures. | Girish Kumar, Jian Min Sim, Eng Yeow Cheu, Xiaoli Li |
| 2015 | ICTAI | Behaviors and Profit Based Sales Campaign Design. | Shukai Li, Xiaoli Li, Whye Loon Tung, Kelvin Sim |
| 2015 | PAKDD | Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy. | Dong Huang, Shuguo Han, Xiaoli Li |
| 2015 | SIGIR | Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation. | Xutao Li, Gao Cong, Xiaoli Li, Tuan-Anh Nguyen Pham, Shonali Krishnaswamy |
| 2015 | SSDBM | Orthogonal mechanism for answering batch queries with differential privacy. | Dong Huang, Shuguo Han, Xiaoli Li, Philip S. Yu |
| 2014 | CIKM | Automatic Social Circle Detection Using Multi-View Clustering. | Yuhao Yang, Chao Lan, Xiaoli Li, Bo Luo, Jun Huan |
| 2014 | ICARCV | Double-layer topology design based on physical communication network. | Xiaoli Li, Yugeng Xi |
| 2014 | ICPR | Incremental Graph Clustering for Efficient Retrieval from Streaming Egocentric Video Data. | Vijay Chandrasekhar, Cheston Tan, Wu Min, Liyuan Li, Xiaoli Li, Joo-Hwee Lim |
| 2014 | MDM | An Interactive Analytics Tool for Understanding Location Semantics and Mobility of Users Using Mobile Network Data. | Manoranjan Dash, Gim Guan Chua, Hai-Long Nguyen, Ghim-Eng Yap, Hong Cao, Xiaoli Li, Shonali Priyadarsini Krishnaswamy, James Decraene, Amy Shi Nash |
| 2014 | MDM | Home and Work Place Prediction for Urban Planning Using Mobile Network Data. | Manoranjan Dash, Hai-Long Nguyen, Hong Cao, Ghim-Eng Yap, Minh Nhut Nguyen, Xiaoli Li, Shonali Priyadarsini Krishnaswamy, James Decraene, Spiros Antonatos, Yue Wang, Dang The Anh, Amy Shi Nash |
| 2014 | MDM | Oscillation Resolution for Mobile Phone Cellular Tower Data to Enable Mobility Modelling. | Wei Wu, Yue Wang, Joo Brtolo Gomes, Dang The Anh, Spiros Antonatos, Mingqiang Xue, Peng Yang, Ghim-Eng Yap, Xiaoli Li, Shonali Krishnaswamy, James Decraene, Amy Shi Nash |
| 2014 | PAKDD | Activity Recognition Using a Few Label Samples. | Heidar Davoudi, Xiaoli Li, Minh Nhut Nguyen, Shonali Priyadarsini Krishnaswamy |
| 2014 | SDM | Class Augmented Active Learning. | Hong Cao, Chunyu Bao, Xiaoli Li, David Yew-Kwong Woon |
| 2013 | HPCC | Correlation Analysis of Multivariate Neural Signals with Massively Parallel Wavelet Coherence. | Weizhou Peng, Yangyang Hu, Ke Zeng, Xiaodao Chen, Dan Chen, Haiqing Chen, Jiaqin Yan, Xiaoli Li |
| 2013 | IJCAI | What Users Care About: A Framework for Social Content Alignment. | Lei Hou, Juanzi Li, Xiaoli Li, Jiangfeng Qu, Xiaofei Guo, Ou Hui, Jie Tang |
| 2012 | DASFAA | Ensemble Based Positive Unlabeled Learning for Time Series Classification. | Minh Nhut Nguyen, Xiaoli Li, See-Kiong Ng |
| 2012 | DASFAA | Effective Next-Items Recommendation via Personalized Sequential Pattern Mining. | Ghim-Eng Yap, Xiaoli Li, Philip S. Yu |
| 2012 | GRC | Real-time adaptive classification system for intelligent sensing in manufacturing environment A feasibility study. | Kar Leong Tew, Minh Nhut Nguyen, Sintiani Dewi Teddy, Xiaoli Li |
| 2012 | ICDM | An NER-based Product Identification and Lucene-based Product Linking Approach to CPROD1 Challenge: Description of Submission System to CPROD1 Challenge. | Zhiqiang Toh, Wenting Wang, Man Lan, Xiaoli Li |
| 2012 | ICMLC | Region duplication blind detection based on multiple feature combination. | Zhen-Long Du, Xiaoli Li, Li-Xin Jiao, Kangkang Shen |
| 2012 | ICMLC | Data assimilation by coupling uncertain support vector machine with ensemble Kalman filter. | Xiaoli Li, Zhen-Long Du, Li-Xin Jiao, Kangkang Shen |
| 2012 | KDD | Globalized bipartite local model for drug-target interaction prediction. | Jian-Ping Mei, Chee Keong Kwoh, Peng Yang, Xiaoli Li, Jie Zheng |
| 2011 | AAAI | Integrating Community Question and Answer Archives. | Wei Wei, Gao Cong, Xiaoli Li, See-Kiong Ng, Guohui Li |
| 2011 | DASFAA | ECODE: Event-Based Community Detection from Social Networks. | Xiaoli Li, Aloysius Tan, Philip S. Yu, See-Kiong Ng |
| 2011 | ICDM | SPO: Structure Preserving Oversampling for Imbalanced Time Series Classification. | Hong Cao, Xiaoli Li, David Yew-Kwong Woon, See-Kiong Ng |
| 2011 | IJCAI | Positive Unlabeled Leaning for Time Series Classification. | Minh Nhut Nguyen, Xiaoli Li, See-Kiong Ng |
| 2010 | ACL | Distributional Similarity vs. PU Learning for Entity Set Expansion. | Xiaoli Li, Lei Zhang, Bing Liu, See-Kiong Ng |
| 2010 | EMNLP | Negative Training Data Can be Harmful to Text Classification. | Xiaoli Li, Bing Liu, See-Kiong Ng |
| 2010 | ICNC | A new intelligent method for flow regime identification in cooling pump of engine. | Li-hong Li, Xiangyang Xu, Fen-zhu Ji, Yanfang Liu, Xiaoli Li |
| 2010 | ICPR | 3D Face Recognition by Deforming the Normal Face. | Xiaoli Li, Feipeng Da |
| 2010 | ISNN | A New Intelligent Prediction Method for Grade Estimation. | Xiaoli Li, Yuling Xie, Qianjin Guo |
| 2009 | ACCV | Robust 3D Face Recognition Based on Rejection and Adaptive Region Selection. | Xiaoli Li, Feipeng Da |
| 2009 | DASFAA | Searching for Rising Stars in Bibliography Networks. | Xiaoli Li, Chuan Sheng Foo, Kar Leong Tew, See-Kiong Ng |
| 2009 | HIS | Effectively Answering Schema-Free XML Queries over Document-Centric Data. | Xiaoli Li, Xiaoguang Li, Baoyan Song |
| 2009 | ICANN | Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning. | Shan He, Huanhuan Chen, Xiaoli Li, Xin Yao |
| 2009 | ICNC | Estimating Nitrogen Status of Plant by Vis/NIR Spectroscopy and Mathematical Model. | Chunhua Jin, Min Huang, Fei Liu, Yong He, Xiaoli Li |
| 2009 | SDM | Positive Unlabeled Learning for Data Stream Classification. | Xiaoli Li, Philip S. Yu, Bing Liu, See-Kiong Ng |
| 2008 | ETFA | Application of a group search optimization based Artificial Neural Network to machine condition monitoring. | Shan He, Xiaoli Li |
| 2008 | GPC | Price Competition Between Mobile Commerce Retailers and Web Site Retailers. | Hao Fu, Rongfang Qin, Lihui Geng, Xiaoli Li |
| 2008 | ICNC | Fault Monitoring and Diagnosis of Induction Machines Based on Harmonic Wavelet Transform and Wavelet Neural Network. | Qianjin Guo, Xiaoli Li, Haibin Yu, Xiangzhi Che, Wei Hu, Jingtao Hu |
| 2008 | ICTAI | A Unified Scoring Scheme for Detecting Essential Proteins in Protein Interaction Networks. | Hon Nian Chua, Kar Leong Tew, Xiaoli Li, See-Kiong Ng |
| 2008 | ISNN | Broken Rotor Bars Fault Detection in Induction Motors Using Park's Vector Modulus and FWNN Approach. | Qianjin Guo, Xiaoli Li, Haibin Yu, Wei Hu, Jingtao Hu |
| 2007 | BIBE | An HV-SVM Classifier to Infer TF-TF Interactions Using Protein Domains and GO Annotations. | Xiaoli Li, Jun-Xiang Lee, Bharadwaj Veeravalli, See-Kiong Ng |
| 2007 | IJCAI | Learning to Identify Unexpected Instances in the Test Set. | Xiaoli Li, Bing Liu, See-Kiong Ng |
| 2007 | IDEAL | Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection. | Shan He, Xiaoli Li |
| 2007 | ISNN | Switching Set-Point Control of Nonlinear System Based on RBF Neural Network. | Xiaoli Li |
| 2007 | PAKDD | Application of Hybrid Pattern Recognition for Discriminating Paddy Seeds of Different Storage Periods Based on Vis/NIRS. | Xiaoli Li, Fang Cao, Yong He |
| 2006 | ADMA | A Novel Approach to Pattern Recognition Based on PCA-ANN in Spectroscopy. | Xiaoli Li, Yong He |
| 2006 | ICARCV | Robust Stable Controller Design of Networked Closed-loop Systems. | Guimei Cui, Huiling Mu, Zhichun Mu, Xiaoli Li |
| 2006 | ICONIP | Wavelet Spectral Entropy for Indication of Epileptic Seizure in Extracranial EEG. | Xiaoli Li |
| 2006 | IGARSS | A Simple Data Assimilation Method for Improving Estimation of MODIS LAI Time-series Data Products Based on the 2-Dimensional LMS Adaptive Filter. | Binbin He, Ling Tong, Wenbo Xu, Xili Han, Hui Yuan, Maohui Zhou, Xiaoli Li, Xiaowen Li, Jindi Wang |
| 2006 | ISDA | A Steady Adaptive Predictive Functional Control with Chaotic Optimization. | Mingzhu Xu, Heping Liu, Xiaoli Li |
| 2006 | ISNN | Nonlinear System Adaptive Control by Using Multiple Neural Network Models. | Xiaoli Li, Yun-Feng Kang, Wei Wang |
| 2006 | ISNN | Networking Property During Epileptic Seizure with Multi-channel EEG Recordings. | Huihua Wu, Xiaoli Li, Xinping Guan |
| 2005 | CEC | Cost-sensitive classification with genetic programming. | Jin Li, Xiaoli Li, Xin Yao |
| 2005 | ICCSA | Protein Interaction Prediction Using Inferred Domain Interactions and Biologically-Significant Negative Dataset. | Xiaoli Li, Soon-Heng Tan, See-Kiong Ng |
| 2005 | ICMLC | Repeating Pattern Discovery from Audio Stream. | Zhen-Long Du, Xiaoli Li |
| 2005 | ICPADS | A Sorted RSSI Quantization Based Algorithm for Sensor Network Localization. | Xiaoli Li, Hongchi Shi, Yi Shang |
| 2005 | ICPADS | Cramer-Rao Bound Analysis of Quantized RSSI Based Localization in Wireless Sensor Networks. | Hongchi Shi, Xiaoli Li, Yi Shang, Dianfu Ma |
| 2005 | ISNN | Detection of Epileptic Spikes with Empirical Mode Decomposition and Nonlinear Energy Operator. | Suyuan Cui, Xiaoli Li, Gaoxiang Ouyang, Xinping Guan |
| 2005 | ISNN | Strength and Direction of Phase Synchronization of Neural Networks. | Yan Li, Xiaoli Li, Gaoxiang Ouyang, Xinping Guan |
| 2004 | AAAI | Text Classification by Labeling Words. | Bing Liu, Xiaoli Li, Wee Sun Lee, Philip S. Yu |
| 2004 | ICDM | Classifying Biomedical Citations without Labeled Training Examples. | Xiaoli Li, Rohit Joshi, Sreeram Ramachandaran, Tze-Yun Leong |
| 2004 | ICPADS | A Map-growing Localization Algorithm for Ad-hoc Wireless Sensor Networks. | Xiaoli Li, Hongchi Shi, Yi Shang |
| 2004 | ISNN | A Hybrid Radial Basis Function Neural Network for Dimensional Error Prediction in End Milling. | Xiaoli Li, Xinping Guan, Yan Li |
| 2004 | ISNN | Ram Velocity Control in Plastic Injection Molding Machines with Neural Network Learning Control. | Gaoxiang Ouyang, Xiaoli Li, Xinping Guan, Zhiqiang Zhang, Xiuling Zhang, Ruxu Du |
| 2004 | WWW | Dealing with different distributions in learning from. | Xiaoli Li, Bing Liu |
| 2003 | ICDM | Building Text Classifiers Using Positive and Unlabeled Examples. | Bing Liu, Yang Dai, Xiaoli Li, Wee Sun Lee, Philip S. Yu |
| 2003 | IJCAI | Learning to Classify Texts Using Positive and Unlabeled Data. | Xiaoli Li, Bing Liu |
| 2003 | KDD | Eliminating noisy information in Web pages for data mining. | Lan Yi, Bing Liu, Xiaoli Li |
| 2002 | CIKM | Using micro information units for internet search. | Xiaoli Li, Tong-Heng Phang, Minqing Hu, Bing Liu |
| 2002 | ICML | Partially Supervised Classification of Text Documents. | Bing Liu, Wee Sun Lee, Philip S. Yu, Xiaoli Li |
| 2002 | KDD | A refinement approach to handling model misfit in text categorization. | Haoran Wu, Tong-Heng Phang, Bing Liu, Xiaoli Li |
| 2000 | PRICAI | A Document Classifier Based on Word Semantic Association. | Xiaoli Li, Jimin Liu, Zhongzhi Shi |
| 1998 | SMC | Real-time self-reaction of mobile robot with genetic fuzzy neural network in unknown environment. | Xiaowei Ma, Xiaoli Li, Yulin Ma, Hegao Cai |