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    2026

  • Automatic TCAD Calibration Based on Bayesian Optimization for SiC MOSFET, Mengyao Zhao, Yanji He, Zhenya Wang, Yong Gu, Tianchun Nie, Yu Huang, Runhua Huang, Song Bai, Haining Shi, Wei Wang, Jiaxing Wei, Sheng Li, Yongjia Li, Jie Ma, Siyang Liu, Long Zhang, and Weifeng Sun. Science China Information Sciences, 2026.
    AI4S XAI
  • DGPO: Beyond Pairwise Preferences with Directional Consistent Groupwise Optimization, Mengyi Deng, Zhiwei Li, Xin Li, Tingyu Zhu, Yulan Yuan, Zhijiang Guo, and Wei Wang. ACL Findings, 2026.
    LLM
  • Elastic Index Selection for Label-Hybrid AKNN Search, Mingyu Yang, Wenxuan Xia, Wentao Li, Raymond Chi-Wing Wong, and Wei Wang. VLDB, 2026.
    ANN High-Dim VLDB
  • From Basis to Basis: Gaussian Particle Representation for Interpretable PDE Operators, Zhihao Li, Yu Feng, Zhilu Lai, and Wei Wang. ICML, 2026.
    AI4S PDE XAI
  • GNN Defender: Overcoming Mixed Noise through Cross-correction over Nodes and Edges, Xiaobo Zhang, Yutao Liu, Hao Wang, Wei Xie, and Wei Wang. IEEE Transactions on Knowledge and Data Engineering, 2026.
    App
  • IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration, Yanji He, Yuxin Jiang, Yiwen Wu, Bo Huang, Jiaheng Wei, and Wei Wang. ACL Findings, 2026.
    XAI
  • M2NO: An Efficient Multi-Resolution Operator Framework for Dynamic Multi-Scale PDE Solvers, Zhihao Li, Zhilu Lai, Xiaobo Zhang, and Wei Wang. KDD, 2026.
    AI4S
  • Quantization Meets Projection: A Happy Marriage for Approximate k-Nearest Neighbor Search, Mingyu Yang, Liuchang Jing, Wentao Li, and Wei Wang. VLDB, 2026.
    ANN High-Dim DB VLDB
  • Reconstructing TensorLog for Scalable End-to-end Rule Learning, Kunxun Qi, Jianfeng Du, Hai Wan, and Wei Wang. ICDE, 2026.
    DL
  • Uncertainty-Aware Clarification in LLM Agents with Information Gain, Mengyi Deng, Zhiwei Li, Xin Li, Tingyu Zhu, Ying Zhao, Zhijiang Guo, and Wei Wang. ICML, 2026.
    LLM

    • 2025

  • Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization, Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, and Wei Wang. ICLR, 2025.
    LLM
  • ChatCAD: An MLLM-Guided Framework for Zero-shot CAD Drawing Restoration, Jing Tang, Hongru Xiao, Xiang Li, Wei Wang, and Zeyu Gong. ICASSP, 2025.
    LLM App
  • Detoxifying Large Language Models via the Diversity of Toxic Samples, Ying Zhao, Yuanzhao Guo, Xuemeng Weng, Yuan Tian, Wei Wang, and Yi Chang. EMNLP, 2025.
    LLM
  • DialogueAgents: A Hybrid Agent-Based Speech Synthesis Framework for Multi-Party Dialogue, Xiang li, Duyi Pan, Hongru Xiao, Jiale Han, Jing Tang, Jiabao Ma, Wei Wang, and Bo Cheng. ICME, 2025.
    DL App
  • Diffusion Reconstruction-based Data Likelihood Estimation for Core-Set Selection, Mingyang Chen, Jiawei Du, Bo Huang, Yi Wang, Xiaobo Zhang, and Wei Wang. AAAI, 2025.
    DL
  • Effective and General Distance Computation for Approximate Nearest Neighbor Search, Mingyu Yang, Wentao Li, Jiabao Jin, Xiaoyao Zhong, Xiangyu Wang, Zhitao Shen, Wei Jia, and Wei Wang. ICDE, 2025.
    LLM DB
  • Graph-based Approximate Nearest Neighbor Search by Deep Reinforcement Routing, Mingjie Li, Junhao Lin, Dian Ouyang, Ying Zhang, and Wei Wang. ACM Multimedia, 2025.
    LLM DB
  • Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries, Zhihao Li, Haoze SONG, Di Xiao, Zhilu Lai, and Wei Wang. KDD, 2025.
    AI4S PDE
  • Influence-Guided Diffusion for Dataset Distillation, Mingyang Chen, Jiawei Du, Bo Huang, Yi Wang, Xiaobo Zhang, and Wei Wang. ICLR, 2025.
    DL DB
  • Localized Data Shapley: Accelerating Valuation for Nearest Neighbor Algorithms, Guangyi Zhang, Yanhao Wang, Chengliang Chai, Qiyu Liu, and Wei Wang. NeurIPS, 2025.
    XAI
  • Locally Balancing Signed Graphs, Weizhe Chen, Wentao Li, Min Gao, Dong Wen, Maolin Cai, and Wei Wang. KDD, 2025.
    DB Graph
  • MetricEmbedding: Accelerate Metric Nearness by Tropical Inner Product, Muyang Cao, Jiajun Yu, Xin Du, Gang Pan, and Wei Wang. ICML, 2025.
    Theory
  • MRA-FD: Driver Fatigue Detection via Deep Convolutional Modeling with Local and Global Features, Xiaobo Zhang, Hailong Zheng, Qianjun Zhang, Hao Wang, and Wei Wang. IEEE Transactions on Vehicular Technology, 2025.
    DL App
  • Parameter estimation of structural dynamics with neural operators enabled surrogate modeling, Zhilu Lai, Mingyuan Zhou, Haoze Song, Wenjing Ye, and Wei Wang. Mechanical Systems and Signal Processing, 2025.
    AI4S
  • PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning, Yaoshu Wang, Mengyi Yan, and Wei Wang. EMNLP Findings, 2025.
    DB
  • Robustness Feature Adapter for Efficient Adversarial Training, Quanwei Wu, Jun Guo, Wei Wang, and Yi Wang. ECAI, 2025.
    AdvML
  • Structural Clustering for Bipartite Graphs, Mingyu Yang, Wentao Li, Wei Wang, Wen Dong, Min Gao, and Lu Qin. IEEE Transactions on Knowledge and Data Engineering, 2025.
    Graph
  • When Evolution Strategy Meets Language Models Tuning, Bo Huang, Yuxin Jiang, Mingyang Chen, Yi Wang, Hongyang Chen, and Wei Wang. COLING, 2025.
    LLM
  • When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning, Mengyi Deng, Xin Li, Tingyu Zhu, Zhicheng Yang, Zhijiang Guo, and Wei Wang. EMNLP Findings, 2025.
    LLM

    • 2024

  • Beyond the Commute: Unlocking the Potential of Electric Vehicles as Future Energy Storage Solutions (Vision Paper), Muhammad Aamir Cheema, Hao Wang, Wei Wang, Adel Nadjaran Toosi, Egemen Tanin, Jianzhong Qi, and Hanan Samet. ACM SIGSPATIAL, 2024.
    Best Vision Paper
    DB AI4S Best Vision Paper
  • Querying Numeric-Constrained Shortest Distances on Road Networks, Mingyu Yang, Wentao Li, Wei Wang, Dong Wen, and Lu Qin. ICDE, 2024.
    DB Graph
  • Self-Supervised Feature Learning for Appliance Recognition in Nonintrusive Load Monitoring, Yinyan Liu, Lei Bai, Jin Ma, Wei Wang, and Wanli Ouyang. IEEE Transactions on Industrial Informatics, 2024.
    DL App

    • 2023

  • Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation, Bo Huang, Mingyang Chen, Yi Wang, Junda LU, Minhao Cheng, and Wei Wang. CVPR, 2023.
    AdvML DL
  • CoSaR: Combating Label Noise Using Collaborating Selection and Adversarial Regularization, Yutao Liu, Xiaobo Zhang, Hao Wang, Wei Wang, Panpan Ni, and Ji Zhang. CIKM, 2023.
    AdvML
  • DifFormer: Multi-resolutional Differencing Transformer with Dynamic Ranging for Time Series Analysis, Bing Li, Wei Cui, Le Zhang, Ce Zhu, Wei Wang, Ivor W Tsang, and Joey Tianyi Zhou. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
    DL
  • Distance Maximization and Defences on Deep Hashing Based Image Retrieval, Junda Lu, Yukai Miao, Mingyang Chen, Bo Huang, Bing Li, Wei Wang, Dinusha Vatsalan, and Mohamed Ali Kaafar. ICKG, 2023.
    App
  • Efficient Regular Expression Matching Based on Positional Inverted Index : (Extended Abstract), Tao Qiu, Xiaochun Yang, Bin Wang, and Wei Wang. ICDE, 2023.
    DB
  • Expanding Reverse Nearest Neighbors, Wentao Li, Maolin Cai, Min Gao, Dong Wen, Lu Qing, and Wei Wang. VLDB, 2023.
    ANN High-Dim DB VLDB
  • Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition, Yuxin Jiang, Linhan Zhang, and Wei Wang. ACL Findings, 2023.
    App
  • Graph Self-supervised Learning with Augmentation-aware Contrastive Learning, Dong Chen, Xiang Zhao, Wei Wang, Zhen Tan, and Weidong Xiao. WWW, 2023.
    Graph
  • Lion: Adversarial Distillation of Closed-Source Large Language Model, Yuxin Jiang, Chunkit Chan, Mingyang Chen, and Wei Wang. EMNLP, 2023.
    LLM AdvML DL
  • LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves, Jian Gao, Xin Cao, Xin Yao, Gong Zhang, and Wei Wang. VLDB, 2023.
    DB VLDB
  • Weighted Sampling For Masked Language Modeling, Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Xin Cao, Kongzhang Hao, Yuxin Jiang, and Wei Wang. ICASSP, 2023.
    Top 3% Paper
    App Top 3% Paper

    • 2022

  • A deep neural network for general scattering matrix, Yongxin Jing, Hongchen Chu, Bo Huang, Jie Luo, Wei Wang, and Yun Lai. Nanophotonics, 2022.
    DL
  • A Home Energy Management Incorporating Uncertainty-Aware User Preference, Yinyan Liu, Jin Ma, Xinjie Xing, and Wei Wang. Applied Energy, 2022.
    LLM AI4S App
  • An Experimental Study of State-of-the-Art Entity Alignment Approaches, Xiang Zhao, Weixin Zeng, Jiuyang Tang, Wei Wang, and Fabian M. Suchanek. IEEE Transactions on Knowledge and Data Engineering, 2022.
    App
  • Data Predictive Control of Nonlinear Process Feature Dynamics through Latent Variable Behaviours, Mengjie Zhao, Yitao Yan, Jie Bao, and Wei Wang. Computers & Chemical Engineering, 2022.
    App
  • Deep Learning for Approximate Nearest Neighbour Search: A Survey and Future Directions, Mingjie Li, Yuan-Gen Wang, Peng Zhang, Hanpin Wang, Lisheng Fan, Enxia Li, and Wei Wang. IEEE Transactions on Knowledge and Data Engineering, 2022.
    App
  • MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction, Linhan Zhang and Qian Chen and Wen Wang and Chong Deng and Shiliang Zhang and Bing Li and Wei Wang and Xin Cao. ACL Findings, 2022.
    App
  • Neural Subgraph Counting with Wasserstein Estimator, Hanchen Wang, Rong Hu, Ying Zhang, Lu Qin, Wei Wang, and Wenjie Zhang. SIGMOD, 2022.
    DB Graph DL
  • On Entity Alignment at Scale, Weixin Zeng, Xiang Zhao, Xinyi Li, Jiuyang Tang, and Wei Wang. The VLDB Journal, 2022.
    DB
  • Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching, Hanchen Wang, Ying Zhang, Lu Qin, Wei Wang, Wenjie Zhang, and Xuemin Lin. ICDE, 2022.
    DB Graph
  • Software-defined Network Assimilation: Bridging the Last Mile Towards Centralized Network Configuration Management with NAssim, Huangxun Chen, Yukai Miao, Li Chen, Haifeng Sun, Hong Xu, Libin Liu, Gong Zhang, and Wei Wang. SIGCOMM, 2022.
    Best Paper
    App Best Paper
  • Unbiased Quasi-hyperbolic Nesterov-gradient Momentum-based Optimizers for Accelerating Convergence, Xiaochun Yang, Weiwei Cheng, Bin Wang, and Wei Wang. World Wide Web, 2022.
    App

    • 2021

  • A Single-to-Multi Network for Latency-Free Non-Intrusive Load Monitoring, Yinyan Liu, Jing Qiu, Junda Lu, Wei Wang, and Jin Ma. IEEE Transactions on Network Science and Engineering, 2021.
    App
  • A Smart Adversarial Attack on Deep Hashing Based Image Retrieval, Junda Lu, Mingyang Chen, Yifang Sun, Wei Wang, Yi Wang, and Xiaochun Yang. ICMR, 2021.
    Best Paper
    AdvML Best Paper
  • Adversarial Defense by Diversified Simultaneous Training of Deep Ensembles, Bo Huang, Zhiwei Ke, Yi Wang, Wei Wang, Linlin Shen, and Feng Liu. AAAI, 2021.
    AdvML
  • Consistent and Flexible Selectivity Estimation for High-Dimensional Data, Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang, and Yoshiharu Ishikawa. SIGMOD, 2021.
    High-Dim DB
  • DAIR: A Query-Efficient Decision-based Attack on Image Retrieval Systems, Mingyang Chen, Junda Lu, Jianbin Qin, Yi Wang, and Wei Wang. SIGIR, 2021.
    DB
  • GCP: Graph Encoder with Content-Planning for Sentence Generation from Knowledge Base, Bayu Distiawan Trisedya, Jianzhong Qi, Wei Wang, and Rui Zhang. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.
    Graph
  • High-Dimensional Similarity Query Processing for Data Science, Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang, and Yaoshu Wang. KDD, 2021.
    High-Dim DB
  • Improving the Efficiency and Effectiveness for BERT-based Entity Resolution, Bing Li, Yukai Miao, Yaoshu Wang, Yifang Sun, and Wei Wang. AAAI, 2021.
    DB
  • KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network, Yu Hao, Xin Cao, Yufan Sheng, Yixiang Fang, and Wei Wang. NeurIPS, 2021.
    Graph DL
  • Recent Advances in Entity Resolution, Bing Li, Yaoshu Wang, and Wei Wang. ER, 2021.
    DB
  • Relation Prediction via Graph Neural Network in Heterogeneous Information Networks with Missing Type Information, Han Zhang, Yu Hao, Xin Cao, Yixiang Fang, Won-Yong Shin, and Wei Wang. CIKM, 2021.
    Graph DL
  • Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations, Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, and Adam G. Dunn. EMNLP Findings, 2021.
    App
  • Tao: A Learning Framework for Adaptive Nearest Neighbor Search using Static Features Only, Kaixiang Yang, Hongya Wang, Bo Xu, Wei Wang, Yingyuan Xiao, Ming Du, and Junfeng Zhou. arXiv, 2021. Link
    ANN High-Dim
  • Two-Stream Convolution Augmented Transformer for Human Activity Recognition, Bing Li, Wei Cui, Wei Wang, Le Zhang, Zhenghua Chen, and Min Wu. AAAI, 2021.
    DL
  • Unsupervised Domain Adaptation for Non-Intrusive Load Monitoring Via Adversarial and Joint Adaptation Network, Yinyan Liu, Li Zhong, Jing Qiu, Junda Lu, and Wei Wang. IEEE Transactions on Industrial Informatics, 2021.
    AdvML

    • 2020

  • A Learning Based Approach to Predict Shortest-Path Distances, Jianzhong Qi and Wei Wang and Rui Zhang and Zhuowei Zhao. EDBT, 2020.
    App
  • A Note on Graph-Based Nearest Neighbor Search, Hongya Wang and Zhizheng Wang and Wei Wang and Yingyuan Xiao and Zeng Zhao and Kaixiang Yang. arXiv, 2020.
    ANN High-Dim Graph
  • A Recurrent Model for Collective Entity Linking with Adaptive Features, Xiaoling Zhou, Yukai Miao, Wei Wang, and Jianbin Qin. AAAI, 2020.
    App
  • Degree-Aware Alignment for Entities in Tail, Weixin Zeng, Xiang Zhao, Wei Wang, Jiuyang Tang, and Zhen Tan. SIGIR, 2020.
    App
  • Efficient Regular Expression Matching Based on Positional Inverted Index, Tao Qiu, Xiaochun Yang, Bin Wang, and Wei Wang. IEEE Transactions on Knowledge and Data Engineering, 2020.
    DB
  • EI-LSH: An early-termination driven I/O efficient incremental c-approximate nearest neighbor search, Wanqi Liu, Hanchen Wang, Ying Zhang, Wei Wang, Lu Qin, and Xuemin Lin. The VLDB Journal, 2020.
    ANN High-Dim DB
  • Few-shot Text Classification by Leveraging Bi-directional Attention and Cross-class Knowledge, Ning Pang, Xiang Zhao, Wei Wang, Weidong Xiao, and Deke Guo. Science China Information Sciences, 2020.
    App
  • Fine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representation, Muhammad Asif Ali, Yifang Sun, Bing Li, and Wei Wang. AAAI, 2020.
    App
  • GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks, Bing Li, Wei Wang, Yifang Sun, Linhan Zhang, Muhammad Asif Ali, and Yi Wang. AAAI, 2020.
    DB Graph DL
  • HAMNER: Headword Amplified Multi-span Distantly Supervised Method for Domain Specific Named Entity Recognition, Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, and Xiang Zhao. AAAI, 2020.
    App
  • I/O Efficient Approximate Nearest Neighbour Search based on Learned Functions, Mingjie Li, Ying Zhang, Yifang Sun, Wei Wang, Ivor W. Tsang, and Xuemin Lin. ICDE, 2020.
    DB
  • Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach, Yaoshu Wang, Chuan Xiao, Jianbin Qin, Xin Cao, Yifang Sun, Wei Wang, and Makoto Onizuka. SIGMOD, 2020.
    DB
  • Recursively Binary Modification Model for Nested Named Entity Recognition, Bing Li, Shifeng Liu, Yifang Sun, Wei Wang, and Xiang Zhao. AAAI, 2020.
    App
  • Similarity Query Processing for High-Dimensional Data, Jianbin Qin and Wei Wang and Chuan Xiao and Ying Zhang. Proceedings of the VLDB Endowment, 2020. Link
    High-Dim DB VLDB
  • SMINT: Towards Interpretable and Robust Model Sharing for Deep Neural Networks, Huijun Wu, Chen Wang, Richard Nock, Wei Wang, Jie Yin, Kai Lu, and Liming Zhu. ACM Transactions on the Web, 2020.
    XAI AdvML DL
  • VHP: Approximate Nearest Neighbor Search via Virtual Hypersphere Partitioning, Kejing Lu, Hongya Wang, Wei Wang, and Mineichi Kudo. Proceedings of the VLDB Endowment, 2020.
    ANN High-Dim DB VLDB

    • 2019

  • Antonym-Synonym Classification Based on New Sub-space Embeddings, Muhammad Asif Ali, Yifang Sun, Wei Wang, Xiang Zhao, and Xiaoling Zhou. AAAI, 2019.
    App
  • Approximate Nearest Neighbor Search on High Dimensional Data --- Experiments, Analyses, and Improvement, Wen Li, Ying Zhang, Yifang Sun, Wei Wang, Wenjie Zhang, and Xuemin Lin. IEEE Transactions on Knowledge and Data Engineering, 2019.
    ANN High-Dim
  • Efficient Query Autocompletion with Edit Distance-based Error Tolerance, Jianbin Qin, Chuan Xiao, Sheng Hu, Jie Zhang, Wei Wang, Yoshiharu Ishikawa, Koji Tsuda, and Kunihiko Sadakane. The VLDB Journal, 2019.
    DB
  • Extracting Definitions and Hypernyms with a Two-Phase Framework, Yifang Sun, Shifeng Liu, Yufei Wang, and Wei Wang. DASFAA, 2019.
    App
  • Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space, Jianbin Qin, Chuan Xiao, Yaoshu Wang, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa, and Guoren Wang. IEEE Transactions on Knowledge and Data Engineering, 2019.
    App
  • How to best use Syntax in Semantic Role Labelling, Yufei Wang, Mark Johnson, Stephen Wan, Yifang Sun, and Wei Wang. ACL, 2019.
    App
  • I-LSH: I/O efficient c-Approximate Nearest Neighbor Search in High-dimensional Space, Wanqi Liu, Hanchen Wang, Ying Zhang, Wei Wang, and Lu Qin. ICDE, 2019.
    ANN High-Dim DB
  • Jointly Extracting Multiple-triplets via Ranking with Translation Mechanism, Zheng Tan, Xiang Zhao, and Wei Wang. AAAI, 2019.
    App
  • Model-Agnostic Adversarial Detection by Random Perturbations, Bo Huang, Yi Wang, and Wei Wang. IJCAI, 2019.
    AdvML
  • Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal, Alex Long, Joel Mason, Alan Blair, and Wei Wang. arXiv, 2019.
    App

    • 2018

  • A CRF-based Stacking Model with Extensive Features for NER, Shifeng Liu, Yifang Sun, Xiaoling Zhou, and Wei Wang. PAKDD, 2018.
    App
  • A Triple Encoder for Sentence Generation from RDF Data, Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang, and Wei Wang. ACL, 2018.
    App
  • An Adaptive Hierarchical Compositional Model for Phrase Embedding, Bing Li, Xiaochun Yang, Bin Wang, and Wei Wang. IJCAI, 2018.
    App
  • An Efficient Exact Nearest Neighbor Search by Compounded Embedding, Mingjie Li and Ying Zhang and Yifang Sun and Wei Wang and Ivor W. Tsang and Xuemin Lin. DASFAA, 2018. Link
    ANN High-Dim
  • GPH: Similarity Search in Hamming Space, Jianbin Qin, Yaoshu Wang, Chuan Xiao, Wei Wang, Xuemin Lin, and Yoshiharu Ishikawa. ICDE, 2018.
    DB
  • Optimizing Quality for Probabilistic Skyline Computation and Probabilistic Similarity Search, Xiaoye Miao, Yunjun Gao, Linlin Zhou, and Wei Wang. IEEE Transactions on Knowledge and Data Engineering, 2018.
    App

    • 2017

  • Efficient Approximate Entity Matching Using Jaro-Winkler Distance, Yaoshu Wang, Jianbin Qin, and Wei Wang. WISE, 2017.
    App
  • Graph Summarization for Entity Relatedness Visualization, Yukai Miao, Jianbin Qin, and Wei Wang. SIGIR, 2017.
    Graph
  • Query-Aware Locality-Sensitive Hashing Scheme for $l_p$ Norm, Qiang Huang, Jianlin Feng, Qiong Fang, Wilfred Ng, and Wei Wang. The VLDB Journal, 2017.
    DB
  • Representation Learning of Large-Scale Knowledge Graphs via Entity Feature Combinations, Zhen Tan, Xiang Zhao, and Wei Wang. CIKM, 2017.
    Graph

    • 2016

  • A systematic review and comparative analysis of cross-document coreference resolution methods and tools, Seyed-Mehdi-Reza Beheshti and Boualem Benatallah and Srikumar Venugopal and Seung Hwan Ryu and Hamid Reza Motahari-Nezhad and Wei Wang. Computing, 2016.
    App
  • An Index-based Method for Efficient Maximizing Range Sum Queries in Road Network, Xiaoling Zhou and Wei Wang. ADC, 2016.
    DB Graph
  • BEVA: An Efficient Query Processing Algorithm for Error Tolerant Autocompletion, Xiaoling Zhou, Jianbin Qin, Chuan Xiao, Wei Wang, Xuemin Lin, and Yoshiharu Ishikawa. ACM Transactions on Database Systems, 2016.
    DB
  • Effective Order Preserving Estimation Method, Chen Chen, Wei Wang, and Xiaoyang Wang. ADC, 2016.
    App
  • Efficient Maximum Closeness Centrality Group Identification, Chen Chen, Wei Wang, and Xiaoyang Wang. ADC, 2016.
    App
  • General Purpose Index-based Method for Efficient MaxRS Query, Xiaoling Zhou, Wei Wang, and Jianliang Xu. DEXA, 2016.
    DB
  • Local Similarity Search for Unstructured Text, Pei Wang, Chuan Xiao, Jianbin Qin, Wei Wang, Xiaoyang Zhang, and Yoshiharu Ishikawa. SIGMOD, 2016.
    DB
  • Pre-computed Region Guardian Sets Based Reverse kNN Queries, Wei Song, Jianbin Qin, Muhammad Aamir Cheema, and Wei Wang. Data Science and Engineering, 2016.
    App
  • Top-Down XML Keyword Query Processing, Junfeng Zhou, Wei Wang, Ziyang Chen, Jeffrey Xu Yu, Xian Tang, Yifei Lu, and Yukun Li. IEEE Transactions on Knowledge and Data Engineering, 2016.
    DB

    • 2015

  • AP-Tree: Efficiently Support Continuous Spatial-Keyword Queries over Stream, Xiang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin, and Wei Wang. ICDE, 2015.
    DB
  • AP-Tree: efficiently support location-aware Publish/Subscribe, Xiang Wang and Ying Zhang and Wenjie Zhang and Xuemin Lin and Wei Wang. The VLDB Journal, 2015. Link
    DB
  • Boosting the Quality of Approximate String Matching by Synonyms, Jiaheng Lu and Chunbin Lin and Wei Wang and Chen Li and Xiaokui Xiao. ACM Transactions on Database Systems, 2015. Link
    DB
  • Gapped Set Intersection Size Estimation, Chen Chen, Jianbin Qin, and Wei Wang. CIKM, 2015.
    App
  • Guest editorial: web applications and techniques, Wei Wang and Wenjie Zhang. World Wide Web, 2015. Link
    App
  • Local Filtering: Improving the Performance of Approximate Queries on String Collections, Xiaochun Yang, Yaoshu Wang, Bin Wang, and Wei Wang. SIGMOD, 2015.
    DB
  • Reverse $k$ Nearest Neighbors Query Processing: Experiments and Analysis, Shiyu Yang, Muhammad Aamir Cheema, Xuemin Lin, and Wei Wang. Proceedings of the VLDB Endowment, 2015.
    ANN High-Dim DB VLDB

    • 2014

  • Efficient Query Processing for XML Keyword Queries based on the IDList Index, Junfeng Zhou, Zhifeng Bao, Wei Wang, Jinjia Zhao, and Xiaofeng Meng. The VLDB Journal, 2014.
    DB
  • I/O-Efficient Dictionary Search with One Edit Error, Chin-Wan Chung, Yufei Tao, and Wei Wang. SPIRE, 2014.
    App
  • Selectivity Estimation on Streaming Spatio-Textual Data Using Local Correlations, Xiaoyang Wang and Ying Zhang and Wenjie Zhang and Xuemin Lin and Wei Wang. Proceedings of the VLDB Endowment, 2014. Link
    DB VLDB
  • SRS: Solving $c$-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index, Yifang Sun and Wei Wang and Jianbin Qin and Ying Zhang and Xuemin Lin. Proceedings of the VLDB Endowment, 2014.
    ANN High-Dim DB VLDB
  • State-of-the-art in string similarity search and join, Sebastian Wandelt and Dong Deng and Stefan Gerdjikov and Shashwat Mishra and Petar Mitankin and Manish Patil and Enrico Siragusa and Alexander Tiskin and Wei Wang and Jiaying Wang and Ulf Leser. SIGMOD Record, 2014. Link
    DB
  • XML keyword search with promising result type recommendations, Jianxin Li, Chengfei Liu, Rui Zhou, and Wei Wang. World Wide Web, 2014.
    App

    • 2013

  • Asymmetric Signature Schemes for Efficient Exact Edit Similarity Query Processing, Jianbin Qin, Chuan Xiao, Wei Wang, Yifei Lu, Xuemin Lin, and Haixun Wang. ACM Transactions on Database Systems, 2013.
    DB
  • Efficient Error-tolerant Query Autocompletion, Chuan Xiao and Jianbin Qin and Wei Wang and Yoshiharu Ishikawa and Koji Tsuda and Kunihiko Sadakane. Proceedings of the VLDB Endowment, 2013.
    DB VLDB
  • Efficient Processing of Graph Similarity Queries with Edit Distance Constraints, Xiang Zhao, Chuan Xiao, Xuemin Lin, Wei Wang, and Yoshiharu Ishikawa. The VLDB Journal, 2013.
    DB Graph
  • HmSearch: An Efficient Hamming Distance Query Processing Algorithm, Xiaoyang Zhang, Jianbin Qin, Wei Wang, Yifang Sun, and Jiaheng Lu. SSDBM, 2013.
    DB
  • Near Duplicate Text Detection Using Frequency-Biased Signatures, Yifang Sun, Jianbin Qin, and Wei Wang. WISE, 2013.
    App
  • Near-duplicate Video Retrieval: Current Research and Future Trends, Jiajun Liu, Zi Huang, Hongyun Cai, Heng Tao Shen, Chong Wah Ngo, and Wei Wang. ACM Computing Surveys, 2013.
    App
  • Probabilistic Skyline Operator over Sliding Windows, Wenjie Zhang, Xuemin Lin, Ying Zhang, Wei Wang, and Jeffrey Xu Yu. Information Systems, 2013.
    AI4S PDE
  • Similarity Query Processing for Probabilistic Sets, Ming Gao, Cheqing Jin, Wei Wang, Xuemin Lin, and Aoying Zhou. ICDE, 2013.
    DB
  • String Similarity Measures and Joins with Synonyms, Jiaheng Lu, Chunbin Lin, Wei Wang, Chen Li, and Haiyong Wang. SIGMOD, 2013.
    DB
  • Top-Down Keyword Query Processing on XML Data, Junfeng Zhou, Xingmin Zhao, Wei Wang, Ziyang Chen, and Jeffrey Xu Yu. CIKM, 2013.
    DB
  • Trie-based Similarity Search and Join, Jianbin Qin, Xiaoling Zhou, Wei Wang, and Chuan Xiao. EDBT/ICDT Workshops, 2013.
    App
  • VChunkJoin: An Efficient Algorithm for Edit Similarity Joins, Wei Wang, Jianbin Qin, Chuan Xiao, Xuemin Lin, and Heng Tao Shen. IEEE Transactions on Knowledge and Data Engineering, 2013.
    App

    • 2012

  • A Highly Optimized Algorithm for Continuous Intersection Join Queries over Moving Objects, Rui Zhang, Jianzhong Qi, Dan Lin, Wei Wang, and Raymond Chi-Wing Wong. The VLDB Journal, 2012.
    DB
  • A Space-Efficient Indexing Algorithm for Boolean Query Processing, Jianbin Qin, Chuan Xiao, Wei Wang, and Xuemin Lin. WISE, 2012.
    DB
  • Batch Mode Active Learning For Multi-Label Image Classification With Informative Label Correlation Mining, Bang Zhang, Yang Wang, and Wei Wang. WACV, 2012.
    App
  • Efficient Graph Similarity Joins with Edit Distance Constraints, Xiang Zhao, Chuan Xiao, Xuemin Lin, and Wei Wang. ICDE, 2012.
    DB Graph
  • Fast SLCA and ELCA Computation for XML Keyword Queries based on Set Intersection, Junfeng Zhou, Zhifeng Bao, Wei Wang, Tok Wang Ling, Ziyang Chen, Xudong Lin, and Jingfeng Guo. ICDE, 2012.
    DB
  • Multiple-Instance Learning from Multiple Perspectives: Combining Models for Multiple-Instance Learning, Bang Zhang, Yang Wang, and Wei Wang. WACV, 2012.
    App

    • 2011

  • Continuous Monitoring of Distance-Based Range Queries, Muhammad Aamir Cheema and Ljiljana Brankovic and Xuemin Lin and Wenjie Zhang and Wei Wang. IEEE Transactions on Knowledge and Data Engineering, 2011.
    App
  • Efficient Exact Edit Similarity Query Processing with Asymmetric Signature Schemes, Jianbin Qin, Wei Wang, Yifei Lu, Chuan Xiao, and Xuemin Lin. SIGMOD, 2011.
    DB
  • Efficient Similarity Joins for Near Duplicate Detection, Chuan Xiao, Wei Wang, Xuemin Lin, Jeffrey Xu Yu, and Guoren Wang. ACM Transactions on Database Systems, 2011.
    DB
  • Finding the sites with Best Accessibilities to Amenities, Qianlu Lin, Chuan Xiao, Muhammad Aamir Cheema, and Wei Wang. DASFAA, 2011.
    App
  • Keyword-based Search and Exploration on Databases, Yi Chen, Wei Wang, and Ziyang Liu. ICDE, 2011.
    DB
  • Learning Top-k Transformation Rules, Sunanda Patro and Wei Wang. DEXA, 2011.
    App
  • Searching, Analyzing and Exploring Databases, Yi Chen, Wei Wang, and Ziyang Liu. DASFAA, 2011.
    DB
  • Set and string similarity queries: A survey, Xuemin Lin and Wei Wang. Chinese Journal of Computers, 2011.
    App
  • SPARK2: Top-k Keyword Query in Relational Databases, Yi Luo, Wei Wang, Xuemin Lin, Xiaofang Zhou, Jianmin Wang, and Keqiu Li. IEEE Transactions on Knowledge and Data Engineering, 2011.
    DB
  • Top-k Keyword Search over Probabilistic XML Data, Jianxin Li, Chengfei Liu, Rui Zhou, and Wei Wang. ICDE, 2011.
    DB
  • XClean: Providing Valid Spelling Suggestions for XML Keyword Queries, Yifei Lu, Wei Wang, Jianxin Li, and Chengfei Liu. ICDE, 2011.
    DB
  • XML Query Answering Using View, Caiyun Yao, Jiaheng Lu, Wei Wang, and Xiaofang Zhou. XMLDM, 2011.
    DB

    • 2010

  • Connected Substructure Similarity Search, Haichuan Shang, Xuemin Lin, Ying Zhang, Jeffrey Xu Yu, and Wei Wang. SIGMOD, 2010.
    DB
  • MapDupReducer: Detecting Near Duplicates over Massive Datasets, Chaokun Wang, Jianmin Wang, Xuemin Lin, Wei Wang, Haixun Wang, Hongsong Li, Wanpeng Tian, Jun Xu, and Rui Li. SIGMOD, 2010.
    DB
  • Multi-class Graph Boosting with Subgraph Sharing for Object Recognition, Bang Zhang, Getian Ye, Yang Wang, Wei Wang, Jie Xu, Gunawan Herman, and Jun Yang. ICPR, 2010.
    Graph
  • Multi-Guarded Safe Zone: An Effective Technique to Monitor Moving Circular Range Queries, Muhammad Aamir Cheema, Ljiljana Brankovic, Xuemin Lin, Wenjie Zhang, and Wei Wang. ICDE, 2010.
    DB
  • NOVA: A Novel and Efficient Framework for Finding Subgraph Isomorphism Mappings in Large Graphs, Ke Zhu, Ying Zhang, Xuemin Lin, Gaoping Zhu, and Wei Wang. DASFAA, 2010.
    Graph
  • On-line Learning for PLSA-based Visual Recognition, Jie Xu, Getian Ye, Yang Wang, Wei Wang, and Jun Yang. ACCV, 2010.
    App
  • PrefIndex: An Efficient Supergraph Containment Search Technique, Gaoping Zhu, Xuemin Lin, Wenjie Zhang, Wei Wang, and Haichuan Shang. SSDBM, 2010.
    DB Graph
  • Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data, Muhammad Aamir Cheema, Xuemin Lin, Wei Wang, Wenjie Zhang, and Jian Pei. IEEE Transactions on Knowledge and Data Engineering, 2010.
    ANN High-Dim
  • Quantile-Based KNN Over Multi-Valued Objects, Wenjie Zhang, Xuemin Lin, Muhammad Aamir Cheema, Ying Zhang, and Wei Wang. ICDE, 2010.
    DB
  • Similarity joins as stronger metric operations, Wei Wang. SIGSPATIAL Special, 2010. Link
    invited
    App
  • Suggestion of Promising Result Types for XML Keyword Search, Jianxin Li, Chengfei Liu, Rui Zhou, and Wei Wang. EDBT, 2010.
    App
  • Threshold-based Probabilistic Top-k Dominating Queries, Wenjie Zhang, Xuemin Lin, Ying Zhang, Jian Pei, and Wei Wang. The VLDB Journal, 2010.
    DB
  • Unsupervised Moving Object Detection with On-line Generalized Hough Transform, Jie Xu, Yang Wang, Wei Wang, Jun Yang, and Zhidong Li. ACCV, 2010.
    App

    • 2009

  • Effective Snippet Clustering with Domain Knowledge, Sunanda Patro and Wei Wang. DBKDA, 2009.
    Best Paper
    App Best Paper
  • Efficient Approximate Entity Extraction with Edit Distance Constraints, Wei Wang, Chuan Xiao, Xuemin Lin, and Chengqi Zhang. SIGMOD, 2009.
    DB
  • Informative Frequent Assembled Feature for Face Detection, Bang Zhang, Getian Ye, Yang Wang, Wei Wang, Jie Xu, Gunawan Herman, and Jun Yang. ICIP, 2009.
    App
  • Keyword Search on Structured and Semi-structured Data, Yi Chen, Wei Wang, Ziyang Liu, and Xuemin Lin. SIGMOD, 2009.
    tutorial
    DB
  • Lazy Updates: An Efficient Technique to Continuously Monitoring Reverse kNN, Muhammad Aamir Cheema and Xuemin Lin and Ying Zhang and Wei Wang and Wenjie Zhang. Proceedings of the VLDB Endowment, 2009.
    DB VLDB
  • Probabilistic Skyline Operator over Sliding Windows, Wenjie Zhang, Xuemin Lin, Ying Zhang, Wei Wang, and Jeffrey Xu Yu. ICDE, 2009.
    AI4S PDE DB
  • Pushing Theoretically-Founded Probabilistic Guarantees in Highly-Efficient OLAP Engines, Alfredo Cuzzocrea and Wei Wang. New Trends in Data Warehousing and Data Analysis, 2009.
    App
  • Top-k Set Similarity Joins, Chuan Xiao, Wei Wang, Xuemin Lin, and Haichuan Shang. ICDE, 2009.
    DB

    • 2008

  • Coding-based Join Algorithms for Structural Queries on Graph-Structured XML Document, Hongzhi Wang, Jianzhong Li, Wei Wang, and Xuemin Lin. World Wide Web, 2008.
    Graph
  • Ed-Join: an efficient algorithm for similarity joins with edit distance constraints, Chuan Xiao and Wei Wang and Xuemin Lin. Proceedings of the VLDB Endowment, 2008.
    DB VLDB
  • Efficient Similarity Joins for Near Duplicate Detection, Chuan Xiao, Wei Wang, Xuemin Lin, and Jeffrey Xu Yu. WWW, 2008.
    App
  • Similarity Join Algorithms: An Introduction, Wei Wang. SEBD, 2008.
    tutorial
    App
  • SPARK: A Keyword Search Engine on Relational Databases, Yi Luo, Wei Wang, and Xuemin Lin. ICDE, 2008.
    DB

    • 2007

  • AB-Index: An Efficient Adaptive Index for Branching XML Queries, Bo Zhang, Wei Wang, Xiaoling Wang, and Aoying Zhou. DASFAA, 2007.
    DB
  • Advances in Data and Web Management - The Joint International Conferences on Asia-Pacific Web Conference and Web-Age Information Management Conference, Huang Shan, China, June 16-18, 2007, Proceedings, . APWebWAIM, 2007.
    App
  • Approximate range-sum query answering on data cubes with probabilistic guarantees, Alfredo Cuzzocrea and Wei Wang. Journal of Intelligent Information Systems, 2007.
    DB
  • Keyword Search on Relational Databases, Wei Wang, Xuemin Lin, and Yi Luo. ICNPCW, 2007.
    invited
    DB
  • SPARK: Top-$k$ Keyword Query in Relational Databases, Yi Luo, Xuemin Lin, Wei Wang, and Xiaofang Zhou. SIGMOD, 2007.
    DB

    • 2006

  • Efficient Computation of k-Medians over Data Streams with Small Memory, Zhihong Chong, Jeffrey Xu Yu, Zhenjie Zhang, Xuemin Lin, Wei Wang, and Aoying Zhou. Journal of Computer Science and Technology, 2006.
    App
  • Space-efficient Relative Error Order Sketch over Data Streams, Ying Zhang, Xuemin Lin, Jian Xu, Flip Korn, and Wei Wang. ICDE, 2006.
    DB
  • Towards Multidimensional Subspace Skyline Analysis, Jian Pei, Yidong Yuan, Xuemin Lin, Wen Jin and Martin Ester, Qing Liu, Wei Wang, Yufei Tao, Jeffrey Xu Yu, and Qing Zhang. ACM Transactions on Database Systems, 2006.
    DB
  • Visual Specification and Optimization of XQuery Using VXQ, Ryan H. Choi, Raymond Wong, and Wei Wang. DEXA, 2006.
    DB

    • 2005

  • Efficient Computation of the Skyline Cube, Yidong Yuan, Xuemin Lin, Qing Liu, Wei Wang, Jeffrey Xu Yu, and Qing Zhang. VLDB, 2005.
    DB VLDB
  • Efficient Processing of XML Path Queries Using the Disk-based F\&B Index, Wei Wang, Hongzhi Wang, Hongjun Lu, Haifeng Jiang, Xuemin Lin, and Jianzhong Li. VLDB, 2005.
    DB VLDB
  • Labeling Scheme and Structural Joins for Graph-Structured XML Data, Hongzhi Wang, Wei Wang, Xuemin Lin, and Jianzhong Li. APWeb, 2005.
    Graph
  • Locating Motifs in Time-Series Data, Zheng Liu, Jeffrey Xu Yu, Xuemin Lin, Hongjun Lu, and Wei Wang. PAKDD, 2005.
    App
  • Practical Indexing XML Document for Twig Query, Hongzhi Wang, Wei Wang, Jianzhong Li, Xuemin Lin, and Raymond Wong. ASIAN, 2005.
    DB
  • Similarity Search with Implicit Object Features, Yi Luo, Zheng Liu, Xuemin Lin, Wei Wang, and Jeffrey Xu Yu. WAIM, 2005.
    App
  • Stabbing the Sky: Efficient Skyline Computation over Sliding Windows, Xuemin Lin, Yidong Yuan, Wei Wang, and Hongjun Lu. ICDE, 2005.
    DB
  • Subgraph Join: Efficient Processing Subgraph Queries on Graph-structured XML Document, Hongzhi Wang, Wei Wang, Xuemin Lin, and Jianzhong Li. WAIM, 2005.
    Graph
  • Term Graph Model for Text Classification, Wei Wang, Diep Bich Do, and Xuemin Lin. ADMA, 2005.
    invited
    Graph
  • TP-Tree: A Query Workload-Adaptive Synopsis for Fast OLAP Applications, Alfredo Cuzzocrea and Wei Wang. SEBD, 2005.
    DB App

    • 2004

  • Answering Approximate Range Aggregate Queries on OLAP Data Cubes with Probabilistic Guarantees, Alfredo Cuzzocrea, Wei Wang, and Ugo Matrangolo. DaWaK, 2004.
    App
  • Bloom Histogram: Path Selectivity Estimation for XML Data with Updates, Wei Wang, Haifeng Jiang, Hongjun Lu, and Jeffrey Xu Yu. VLDB, 2004.
    DB VLDB
  • Efficient Processing of XML Twig Queries with OR-Predicates, Haifeng Jiang, Hongjun Lu, and Wei Wang. SIGMOD, 2004.
    DB

    • 2003

  • AFOPT: An Efficient Implementation of Pattern Growth Approach, Guimei Liu, Hongjun Lu, Jeffrey Xu Yu, Wei Wang, and Xiangye Xiao. FIMI, 2003.
    App
  • Containment Join Size Estimation: Models and Methods, Wei Wang, Haifeng Jiang, Hongjun Lu, and Jeffrey Xu Yu. SIGMOD, 2003.
    DB
  • Holistic Twig Joins on Indexed XML Documents, Haifeng Jiang, Wei Wang, Hongjun Lu, and Jeffrey Xu Yu. VLDB, 2003.
    DB VLDB
  • PBiTree Coding and Efficient Processing of Containment Joins, Wei Wang, Haifeng Jiang, Hongjun Lu, and Jeffrey Xu Yu. ICDE, 2003.
    DB
  • XR-Tree: Indexing XML Data for Efficient Structural Joins, Haifeng Jiang, Hongjun Lu, Wei Wang, and Beng Chin Ooi. ICDE, 2003.
    DB

    • 2002

  • Condensed Cube: An Effective Approach to Reducing Data Cube Size, Wei Wang, Jianlin Feng, Hongjun Lu, and Jeffrey Xu Yu. ICDE, 2002.
    DB
  • Path Materialization Revisited: An Efficient Storage Model for XML Data, Haifeng Jiang, Hongjun Lu, Wei Wang, and Jeffrey Xu Yu. ADC, 2002.
    App
  • XParent: An Efficient RDBMS-Based XML Database System, Haifeng Jiang, Hongjun Lu, Wei Wang, and Jeffrey Xu Yu. ICDE, 2002.
    DB

    • 2001

  • Three-tier Clustering: An Online Citation Clustering System, Haifeng Jiang, Wenwu Lou, and Wei Wang. WAIM, 2001.
    App