| 2026 | AAAI | Can Editing LLMs Inject Harm? | Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu |
| 2025 | ACL | DiffSkip: Differential Layer Skipping in Large Language Models. | Xuan Luo, Weizhi Wang, Xifeng Yan |
| 2025 | EMNLP | Train a Unified Multimodal Data Quality Classifier with Synthetic Data. | Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li |
| 2025 | IJCNLP | Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series. | Ross Koval, Nicholas Andrews, Xifeng Yan |
| 2024 | ACL | Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. | Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook |
| 2024 | EACL | Learning to Compare Financial Reports for Financial Forecasting. | Ross Koval, Nicholas Andrews, Xifeng Yan |
| 2024 | EMNLP | Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection. | Zekun Li, Baolin Peng, Pengcheng He, Xifeng Yan |
| 2024 | EMNLP | Financial Forecasting from Textual and Tabular Time Series. | Ross Koval, Nicholas Andrews, Xifeng Yan |
| 2024 | EMNLP | Creative and Context-Aware Translation of East Asian Idioms with GPT-4. | Kenan Tang, Peiyang Song, Yao Qin, Xifeng Yan |
| 2023 | ACL | Forecasting Earnings Surprises from Conference Call Transcripts. | Ross Koval, Nicholas Andrews, Xifeng Yan |
| 2023 | ACL | Graph Reasoning for Question Answering with Triplet Retrieval. | Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li, Xifeng Yan, Chao Zhang, Bing Yin |
| 2023 | ACL | Limitations of Language Models in Arithmetic and Symbolic Induction. | Jing Qian, Hong Wang, Zekun Li, Shiyang Li, Xifeng Yan |
| 2023 | ICLR | Visually-Augmented Language Modeling. | Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei |
| 2023 | ICML | Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. | Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold |
| 2022 | AAAI | Inductive Relation Prediction by BERT. | Hanwen Zha, Zhiyu Chen, Xifeng Yan |
| 2022 | EMNLP | Controllable Dialogue Simulation with In-context Learning. | Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan |
| 2022 | EMNLP | Language Model Detoxification in Dialogue with Contextualized Stance Control. | Jing Qian, Xifeng Yan |
| 2022 | PLDI | Visualization question answering using introspective program synthesis. | Yanju Chen, Xifeng Yan, Yu Feng |
| 2022 | WSDM | Lightweight Composite Re-Ranking for Efficient Keyword Search with BERT. | Yingrui Yang, Yifan Qiao, Jinjin Shao, Xifeng Yan, Tao Yang |
| 2021 | CIKM | Comprehensively Computing Link-based Similarities by Building A Random Surfer Graph. | Mingxi Zhang, Xifeng Yan, Wei Wang |
| 2021 | EMNLP | Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding. | Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan |
| 2021 | ICLR | CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. | Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong |
| 2021 | NAACL | Lifelong Learning of Hate Speech Classification on Social Media. | Jing Qian, Hong Wang, Mai ElSherief, Xifeng Yan |
| 2021 | WWW | Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases. | Yu Gu, Sue Kase, Michelle Vanni, Brian M. Sadler, Percy Liang, Xifeng Yan, Yu Su |
| 2021 | SDM | Inter-Series Attention Model for COVID-19 Forecasting. | Xiaoyong Jin, Yu-Xiang Wang, Xifeng Yan |
| 2020 | CIKM | Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification. | Ning Ma, Jiajun Bu, Jieyu Yang, Zhen Zhang, Chengwei Yao, Zhi Yu, Sheng Zhou, Xifeng Yan |
| 2020 | EMNLP | KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation. | Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang |
| 2019 | ACL | Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention. | Wenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, William Yang Wang |
| 2019 | ACL | Global Textual Relation Embedding for Relational Understanding. | Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su |
| 2019 | ICDM | HierCon: Hierarchical Organization of Technical Documents Based on Concepts. | Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan |
| 2019 | KDD | Mining Algorithm Roadmap in Scientific Publications. | Hanwen Zha, Wenhu Chen, Keqian Li, Xifeng Yan |
| 2019 | NAACL | How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. | Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang |
| 2018 | ACL | DialSQL: Dialogue Based Structured Query Generation. | Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan |
| 2018 | EMNLP | XL-NBT: A Cross-lingual Neural Belief Tracking Framework. | Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang |
| 2018 | EMNLP | What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL. | Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan |
| 2018 | ICDM | Concept Mining via Embedding. | Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan |
| 2018 | NAACL | Variational Knowledge Graph Reasoning. | Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang |
| 2018 | NAACL | Global Relation Embedding for Relation Extraction. | Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan |
| 2018 | SDM | Unsupervised Neural Categorization for Scientific Publications. | Keqian Li, Hanwen Zha, Yu Su, Xifeng Yan |
| 2017 | CSCW | Extracting Topics with Focused Communities for Social Content Recommendation. | Theodore Georgiou, Amr El Abbadi, Xifeng Yan |
| 2017 | DBSEC | Privacy-Preserving Community-Aware Trending Topic Detection in Online Social Media. | Theodore Georgiou, Amr El Abbadi, Xifeng Yan |
| 2017 | EMNLP | Cross-domain Semantic Parsing via Paraphrasing. | Yu Su, Xifeng Yan |
| 2017 | EMNLP | Recovering Question Answering Errors via Query Revision. | Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan |
| 2017 | ICDE | Privacy Cyborg: Towards Protecting the Privacy of Social Media Users. | Theodore Georgiou, Amr El Abbadi, Xifeng Yan |
| 2016 | CIKM | Query Answering Efficiency in Expert Networks Under Decentralized Search. | Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni |
| 2016 | EMNLP | On Generating Characteristic-rich Question Sets for QA Evaluation. | Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan |
| 2016 | EMNLP | Improving Semantic Parsing via Answer Type Inference. | Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan |
| 2016 | ICDCS | On the Efficiency of Decentralized Search in Expert Networks. | Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni |
| 2016 | ICDE | Querying knowledge Graphs By Example entity tuples. | Nandish Jayaram, Arijit Khan, Chengkai Li, Xifeng Yan, Ramez Elmasri |
| 2016 | ICDE | Fast motif discovery in short sequences. | Honglei Liu, Fangqiu Han, Hongjun Zhou, Xifeng Yan, Kenneth S. Kosik |
| 2016 | ICDE | Fast top-k search in knowledge graphs. | Shengqi Yang, Fangqiu Han, Yinghui Wu, Xifeng Yan |
| 2016 | ICNP | Decentralized search in expert networks: Generic models and performance bounds. | Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni |
| 2016 | WWW | Entity Disambiguation with Linkless Knowledge Bases. | Yang Li, Shulong Tan, Huan Sun, Jiawei Han, Dan Roth, Xifeng Yan |
| 2016 | WWW | Table Cell Search for Question Answering. | Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan |
| 2016 | SDM | Distributed Representations of Expertise. | Fangqiu Han, Shulong Tan, Huan Sun, Mudhakar Srivatsa, Deng Cai, Xifeng Yan |
| 2016 | SDM | A Fast Kernel for Attributed Graphs. | Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan |
| 2015 | EDBT | Query-Based Outlier Detection in Heterogeneous Information Networks. | Jonathan Kuck, Honglei Zhuang, Xifeng Yan, Hasan Cam, Jiawei Han |
| 2015 | KDD | Exploiting Relevance Feedback in Knowledge Graph Search. | Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan |
| 2014 | ICDE | Top-K interesting subgraph discovery in information networks. | Manish Gupta, Jing Gao, Xifeng Yan, Hasan Cam, Jiawei Han |
| 2014 | ICDE | GQBE: Querying knowledge graphs by example entity tuples. | Nandish Jayaram, Mahesh Gupta, Arijit Khan, Chengkai Li, Xifeng Yan, Ramez Elmasri |
| 2014 | ICDE | Cloud service placement via subgraph matching. | Bo Zong, Ramya Raghavendra, Mudhakar Srivatsa, Xifeng Yan, Ambuj K. Singh, Kang-Won Lee |
| 2014 | ICDM | Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks. | Honglei Zhuang, Jing Zhang, George Brova, Jie Tang, Hasan am, Xifeng Yan, Jiawei Han |
| 2014 | KDD | Analyzing expert behaviors in collaborative networks. | Huan Sun, Mudhakar Srivatsa, Shulong Tan, Yang Li, Lance M. Kaplan, Shu Tao, Xifeng Yan |
| 2014 | KDD | Network mining and analysis for social applications. | Feida Zhu, Huan Sun, Xifeng Yan |
| 2014 | KDD | Towards scalable critical alert mining. | Bo Zong, Yinghui Wu, Jie Song, Ambuj K. Singh, Hasan am, Jiawei Han, Xifeng Yan |
| 2014 | MASS | Expertise-Based Data Access in Content-Centric Mobile Opportunistic Networks. | Jing Zhao, Xiaomei Zhang, Guohong Cao, Mudhakar Srivatsa, Xifeng Yan |
| 2014 | SAC | Extracting probable command and control signatures for detecting botnets. | Ali Zand, Giovanni Vigna, Xifeng Yan, Christopher Kruegel |
| 2014 | SIGMOD | Towards a Query-by-Example System for Knowledge Graphs. | Nandish Jayaram, Arijit Khan, Chengkai Li, Xifeng Yan, Ramez Elmasri |
| 2014 | SIGMOD | SLQ: a user-friendly graph querying system. | Shengqi Yang, Yanan Xie, Yinghui Wu, Tianyi Wu, Huan Sun, Jian Wu, Xifeng Yan |
| 2014 | SDM | A Probabilistic Approach to Uncovering Attributed Graph Anomalies. | Nan Li, Huan Sun, Kyle C. Chipman, Jemin George, Xifeng Yan |
| 2013 | ICDE | gIceberg: Towards iceberg analysis in large graphs. | Nan Li, Ziyu Guan, Lijie Ren, Jian Wu, Jiawei Han, Xifeng Yan |
| 2013 | ICDE | Ontology-based subgraph querying. | Yinghui Wu, Shengqi Yang, Xifeng Yan |
| 2013 | ICDM | Noise-Resistant Bicluster Recognition. | Huan Sun, Gengxin Miao, Xifeng Yan |
| 2013 | KDD | Mining evidences for named entity disambiguation. | Yang Li, Chi Wang, Fangqiu Han, Jiawei Han, Dan Roth, Xifeng Yan |
| 2013 | KDD | Synthetic review spamming and defense. | Huan Sun, Alex Morales, Xifeng Yan |
| 2013 | WWW | Synthetic review spamming and defense. | Alex Morales, Huan Sun, Xifeng Yan |
| 2013 | WWW | MATRI: a multi-aspect and transitive trust inference model. | Yuan Yao, Hanghang Tong, Xifeng Yan, Feng Xu, Jian Lu |
| 2013 | SIGMOD | Characterizing tenant behavior for placement and crisis mitigation in multitenant DBMSs. | Aaron J. Elmore, Sudipto Das, Alexander Pucher, Divyakant Agrawal, Amr El Abbadi, Xifeng Yan |
| 2012 | CIKM | A general framework to encode heterogeneous information sources for contextual pattern mining. | Weishan Dong, Wei Fan, Lei Shi, Changjin Zhou, Xifeng Yan |
| 2012 | CIKM | Density index and proximity search in large graphs. | Nan Li, Xifeng Yan, Zhen Wen, Arijit Khan |
| 2012 | ICDE | Mining Knowledge from Data: An Information Network Analysis Approach. | Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu |
| 2012 | ICDE | Emerging Graph Queries in Linked Data. | Arijit Khan, Yinghui Wu, Xifeng Yan |
| 2012 | ICDM | Inferring the Underlying Structure of Information Cascades. | Bo Zong, Yinghui Wu, Ambuj K. Singh, Xifeng Yan |
| 2012 | INFOCOM | Efficient multicasting for delay tolerant networks using graph indexing. | Misael Mongiov, Ambuj K. Singh, Xifeng Yan, Bo Zong, Konstantinos Psounis |
| 2012 | KDD | Latent association analysis of document pairs. | Gengxin Miao, Ziyu Guan, Louise E. Moser, Xifeng Yan, Shu Tao, Nikos Anerousis, Jimeng Sun |
| 2012 | KDD | Integrating meta-path selection with user-guided object clustering in heterogeneous information networks. | Yizhou Sun, Brandon Norick, Jiawei Han, Xifeng Yan, Philip S. Yu, Xiao Yu |
| 2012 | NOMS | Workload characterization and prediction in the cloud: A multiple time series approach. | Arijit Khan, Xifeng Yan, Shu Tao, Nikos Anerousis |
| 2012 | WWW | Understanding task-driven information flow in collaborative networks. | Gengxin Miao, Shu Tao, Winnie Cheng, Randy Moulic, Louise E. Moser, David Lo, Xifeng Yan |
| 2012 | SIGMOD | Towards effective partition management for large graphs. | Shengqi Yang, Xifeng Yan, Bo Zong, Arijit Khan |
| 2011 | DASFAA | Efficient Topological OLAP on Information Networks. | Qiang Qu, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hongyan Li |
| 2011 | SIGMOD | Assessing and ranking structural correlations in graphs. | Ziyu Guan, Jian Wu, Qing Zhang, Ambuj K. Singh, Xifeng Yan |
| 2011 | SIGMOD | Neighborhood based fast graph search in large networks. | Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, Supriyo Chakraborty, Shu Tao |
| 2011 | SDM | On Flow Authority Discovery in Social Networks. | Charu C. Aggarwal, Arijit Khan, Xifeng Yan |
| 2010 | BPM | Content-Aware Resolution Sequence Mining for Ticket Routing. | Peng Sun, Shu Tao, Xifeng Yan, Nikos Anerousis, Yi Chen |
| 2010 | DASFAA | Mining Diversity on Networks. | Lu Liu, Feida Zhu, Chen Chen, Xifeng Yan, Jiawei Han, Philip S. Yu, Shiqiang Yang |
| 2010 | ICDE | Top-K aggregation queries over large networks. | Xifeng Yan, Bin He, Feida Zhu, Jiawei Han |
| 2010 | KDD | Generative models for ticket resolution in expert networks. | Gengxin Miao, Louise E. Moser, Xifeng Yan, Shu Tao, Yi Chen, Nikos Anerousis |
| 2010 | SIGMOD | Mining knowledge from databases: an information network analysis approach. | Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu |
| 2010 | SIGMOD | Towards proximity pattern mining in large graphs. | Arijit Khan, Xifeng Yan, Kun-Lung Wu |
| 2010 | SP | Synthesizing Near-Optimal Malware Specifications from Suspicious Behaviors. | Matt Fredrikson, Somesh Jha, Mihai Christodorescu, Reiner Sailer, Xifeng Yan |
| 2010 | SDM | Cross-Selling Optimization for Customized Promotion. | Nan Li, Yinghui Yang, Xifeng Yan |
| 2009 | EDBT | Scalable OLAP and mining of information networks. | Jiawei Han, Xifeng Yan, Philip S. Yu |
| 2009 | ICDE | SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence. | Ching-Yung Lin, Nan Cao, Shixia Liu, Spiros Papadimitriou, Jimeng Sun, Xifeng Yan |
| 2009 | ISSTA | Identifying bug signatures using discriminative graph mining. | Hong Cheng, David Lo, Yang Zhou, Xiaoyin Wang, Xifeng Yan |
| 2009 | SDM | Near-optimal Supervised Feature Selection among Frequent Subgraphs. | Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt |
| 2008 | CIKM | On effective presentation of graph patterns: a structural representative approach. | Chen Chen, Cindy Xide Lin, Xifeng Yan, Jiawei Han |
| 2008 | ICDE | Direct Discriminative Pattern Mining for Effective Classification. | Hong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu |
| 2008 | ICDM | Graph OLAP: Towards Online Analytical Processing on Graphs. | Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu |
| 2008 | KDD | Direct mining of discriminative and essential frequent patterns via model-based search tree. | Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure |
| 2008 | KDD | Efficient ticket routing by resolution sequence mining. | Qihong Shao, Yi Chen, Shu Tao, Xifeng Yan, Nikos Anerousis |
| 2008 | SIGMOD | Mining significant graph patterns by leap search. | Xifeng Yan, Hong Cheng, Jiawei Han, Philip S. Yu |
| 2007 | ICDE | Discriminative Frequent Pattern Analysis for Effective Classification. | Hong Cheng, Xifeng Yan, Jiawei Han, Chih-Wei Hsu |
| 2007 | ICDE | Mining Colossal Frequent Patterns by Core Pattern Fusion. | Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hong Cheng |
| 2007 | ICDM | gApprox: Mining Frequent Approximate Patterns from a Massive Network. | Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han |
| 2007 | ICDM | Efficient Discovery of Frequent Approximate Sequential Patterns. | Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu |
| 2007 | ISMB | Systematic discovery of functional modules and context-specific functional annotation of human genome. | Yu Huang, Haifeng Li, Haiyan Hu, Xifeng Yan, Michael S. Waterman, Haiyan Huang, Xianghong Jasmine Zhou |
| 2007 | ISMB | A graph-based approach to systematically reconstruct human transcriptional regulatory modules. | Xifeng Yan, Michael R. Mehan, Yu Huang, Michael S. Waterman, Philip S. Yu, Xianghong Jasmine Zhou |
| 2007 | PAKDD | gPrune: A Constraint Pushing Framework for Graph Pattern Mining. | Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu |
| 2007 | SIGMOD | Supporting entity search: a large-scale prototype search engine. | Tao Cheng, Xifeng Yan, Kevin Chen-Chuan Chang |
| 2007 | VLDB | EntityRank: Searching Entities Directly and Holistically. | Tao Cheng, Xifeng Yan, Kevin Chen-Chuan Chang |
| 2007 | VLDB | Towards Graph Containment Search and Indexing. | Chen Chen, Xifeng Yan, Philip S. Yu, Jiawei Han, Dong-Qing Zhang, Xiaohui Gu |
| 2006 | ICDE | Mining, Indexing, and Similarity Search in Graphs and Complex Structures. | Jiawei Han, Xifeng Yan, Philip S. Yu |
| 2006 | ICDE | Searching Substructures with Superimposed Distance. | Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu |
| 2006 | KDD | Extracting redundancy-aware top-k patterns. | Dong Xin, Hong Cheng, Xifeng Yan, Jiawei Han |
| 2006 | SDM | Mining Control Flow Abnormality for Logic Error Isolation. | Chao Liu, Xifeng Yan, Jiawei Han |
| 2005 | ICDE | Mining Closed Relational Graphs with Connectivity Constraints. | Xifeng Yan, Xianghong Jasmine Zhou, Jiawei Han |
| 2005 | ISMB | Mining coherent dense subgraphs across massive biological networks for functional discovery. | Haiyan Hu, Xifeng Yan, Yu Huang, Jiawei Han, Xianghong Jasmine Zhou |
| 2005 | KDD | Mining hidden community in heterogeneous social networks. | Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han |
| 2005 | KDD | Summarizing itemset patterns: a profile-based approach. | Xifeng Yan, Hong Cheng, Jiawei Han, Dong Xin |
| 2005 | KDD | Mining closed relational graphs with connectivity constraints. | Xifeng Yan, Xianghong Jasmine Zhou, Jiawei Han |
| 2005 | SIGMOD | GraphMiner: a structural pattern-mining system for large disk-based graph databases and its applications. | Wei Wang, Chen Wang, Yongtai Zhu, Baile Shi, Jian Pei, Xifeng Yan, Jiawei Han |
| 2005 | SIGMOD | Substructure Similarity Search in Graph Databases. | Xifeng Yan, Philip S. Yu, Jiawei Han |
| 2005 | VLDB | Mining Compressed Frequent-Pattern Sets. | Dong Xin, Jiawei Han, Xifeng Yan, Hong Cheng |
| 2005 | SDM | SeqIndex: Indexing Sequences by Sequential Pattern Analysis. | Hong Cheng, Xifeng Yan, Jiawei Han |
| 2005 | SDM | Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs. | Chao Liu, Xifeng Yan, Hwanjo Yu, Jiawei Han, Philip S. Yu |
| 2004 | KDD | IncSpan: incremental mining of sequential patterns in large database. | Hong Cheng, Xifeng Yan, Jiawei Han |
| 2004 | SIGMOD | Graph Indexing: A Frequent Structure-based Approach. | Xifeng Yan, Philip S. Yu, Jiawei Han |
| 2003 | ICDM | TSP: Mining Top-K Closed Sequential Patterns. | Petre Tzvetkov, Xifeng Yan, Jiawei Han |
| 2003 | KDD | CloseGraph: mining closed frequent graph patterns. | Xifeng Yan, Jiawei Han |
| 2003 | SDM | CloSpan: Mining Closed Sequential Patterns in Large Datasets. | Xifeng Yan, Jiawei Han, Ramin Afshar |
| 2002 | ICDM | gSpan: Graph-Based Substructure Pattern Mining. | Xifeng Yan, Jiawei Han |