Xifen Yan
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Xifen Yancomputer-science Degrees
Computer Science
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Data Mining
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Computer Science
Xifen Yan's Degrees
- PhD Computer Science University of California, Santa Barbara
- Masters Computer Science University of California, Santa Barbara
- Bachelors Computer Science Peking University
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(Suggest an Edit or Addition)Xifen Yan's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- gSpan: graph-based substructure pattern mining (2002) (2387)
- Frequent pattern mining: current status and future directions (2007) (1489)
- PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks (2011) (1353)
- CloSpan: Mining Closed Sequential Patterns in Large Datasets (2003) (1041)
- CloseGraph: mining closed frequent graph patterns (2003) (733)
- Graph indexing: a frequent structure-based approach (2004) (702)
- Mining Frequent Patterns in Data Streams at Multiple Time Granularities (2002) (596)
- Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (2019) (541)
- SOBER: statistical model-based bug localization (2005) (425)
- Discriminative Frequent Pattern Analysis for Effective Classification (2007) (386)
- Mining coherent dense subgraphs across massive biological networks for functional discovery (2005) (365)
- Substructure similarity search in graph databases (2005) (356)
- Mining significant graph patterns by leap search (2008) (328)
- Workload characterization and prediction in the cloud: A multiple time series approach (2012) (297)
- Statistical Debugging: A Hypothesis Testing-Based Approach (2006) (292)
- IncSpan: incremental mining of sequential patterns in large database (2004) (258)
- TSP: Mining top-k closed sequential patterns (2003) (238)
- Mining Compressed Frequent-Pattern Sets (2005) (238)
- Synthesizing Near-Optimal Malware Specifications from Suspicious Behaviors (2010) (234)
- Summarizing itemset patterns: a profile-based approach (2005) (223)
- Integrating meta-path selection with user-guided object clustering in heterogeneous information networks (2012) (217)
- Direct Discriminative Pattern Mining for Effective Classification (2008) (213)
- EntityRank: Searching Entities Directly and Holistically (2007) (199)
- Community Mining from Multi-relational Networks (2005) (186)
- Mining hidden community in heterogeneous social networks (2005) (186)
- Towards effective partition management for large graphs (2012) (171)
- PathSim (2011) (170)
- Graph OLAP: Towards Online Analytical Processing on Graphs (2008) (168)
- Mining closed relational graphs with connectivity constraints (2005) (167)
- Interpreting the Public Sentiment Variations on Twitter (2014) (161)
- PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks (2013) (158)
- Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs (2005) (158)
- Identifying bug signatures using discriminative graph mining (2009) (157)
- NeMa: Fast Graph Search with Label Similarity (2013) (145)
- Neighborhood based fast graph search in large networks (2011) (145)
- Extracting redundancy-aware top-k patterns (2006) (134)
- Direct mining of discriminative and essential frequent patterns via model-based search tree (2008) (126)
- Near-optimal Supervised Feature Selection among Frequent Subgraphs (2009) (119)
- Querying Knowledge Graphs by Example Entity Tuples (2013) (114)
- Mining Colossal Frequent Patterns by Core Pattern Fusion (2007) (112)
- Graph indexing based on discriminative frequent structure analysis (2005) (108)
- Mining evidences for named entity disambiguation (2013) (105)
- Table Cell Search for Question Answering (2016) (104)
- SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence (2009) (104)
- Variational Knowledge Graph Reasoning (2018) (101)
- Systematic discovery of functional modules and context-specific functional annotation of human genome (2007) (99)
- Towards Graph Containment Search and Indexing (2007) (99)
- Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention (2019) (98)
- gApprox: Mining Frequent Approximate Patterns from a Massive Network (2007) (94)
- Efficient ticket routing by resolution sequence mining (2008) (94)
- Semantic SPARQL Similarity Search Over RDF Knowledge Graphs (2016) (91)
- A graph-based approach to systematically reconstruct human transcriptional regulatory modules (2007) (89)
- Mining top-K large structural patterns in a massive network (2011) (88)
- On Generating Characteristic-rich Question Sets for QA Evaluation (2016) (88)
- gPrune: A Constraint Pushing Framework for Graph Pattern Mining (2007) (87)
- Cross-domain Semantic Parsing via Paraphrasing (2017) (82)
- Graph OLAP: a multi-dimensional framework for graph data analysis (2009) (82)
- Schemaless and Structureless Graph Querying (2014) (82)
- Mining Graph Patterns Efficiently via Randomized Summaries (2009) (80)
- Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States (2022) (76)
- KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation (2020) (74)
- Synthetic review spamming and defense (2013) (73)
- Towards proximity pattern mining in large graphs (2010) (68)
- Top-K interesting subgraph discovery in information networks (2014) (66)
- Efficient Topological OLAP on Information Networks (2011) (66)
- Feature-based similarity search in graph structures (2006) (65)
- Searching Substructures with Superimposed Distance (2006) (62)
- Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases (2020) (60)
- From sequential pattern mining to structured pattern mining: A pattern-growth approach (2004) (59)
- On Flow Authority Discovery in Social Networks (2011) (57)
- Discriminative frequent subgraph mining with optimality guarantees (2010) (56)
- Efficient multicasting for delay tolerant networks using graph indexing (2012) (54)
- Supporting entity search: a large-scale prototype search engine (2007) (53)
- Improving Semantic Parsing via Answer Type Inference (2016) (52)
- Mining Graph Patterns (2014) (51)
- The genome of the jellyfish Aurelia and the evolution of animal complexity (2018) (51)
- Mining knowledge from databases: an information network analysis approach (2010) (51)
- MATRI: a multi-aspect and transitive trust inference model (2013) (50)
- Fast top-k search in knowledge graphs (2016) (50)
- Generative models for ticket resolution in expert networks (2010) (50)
- DialSQL: Dialogue Based Structured Query Generation (2018) (49)
- Characterizing tenant behavior for placement and crisis mitigation in multitenant DBMSs (2013) (49)
- Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach (2012) (47)
- CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers (2020) (45)
- MSPKmerCounter: A Fast and Memory Efficient Approach for K-mer Counting (2015) (45)
- Memory Efficient Minimum Substring Partitioning (2013) (44)
- Assessing and ranking structural correlations in graphs (2011) (42)
- Summarizing Answer Graphs Induced by Keyword Queries (2013) (42)
- Ontology-based subgraph querying (2013) (40)
- GraphMiner: a structural pattern-mining system for large disk-based graph databases and its applications (2005) (39)
- Efficient Discovery of Frequent Approximate Sequential Patterns (2007) (38)
- Top-K aggregation queries over large networks (2010) (38)
- Big Data in Online Social Networks: User Interaction Analysis to Model User Behavior in Social Networks (2014) (36)
- EasyTicket: a ticket routing recommendation engine for enterprise problem resolution (2008) (36)
- Exploiting Relevance Feedback in Knowledge Graph Search (2015) (36)
- Mining Control Flow Abnormality for Logic Error Isolation (2006) (35)
- Extracting probable command and control signatures for detecting botnets (2014) (33)
- GQBE: Querying knowledge graphs by example entity tuples (2014) (31)
- XL-NBT: A Cross-lingual Neural Belief Tracking Framework (2018) (30)
- Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks (2014) (30)
- On compressing frequent patterns (2007) (29)
- On effective presentation of graph patterns: a structural representative approach (2008) (29)
- SeqIndex: Indexing Sequences by Sequential Pattern Analysis (2005) (28)
- Inter-Series Attention Model for COVID-19 Forecasting (2020) (28)
- On detecting Association-Based Clique Outliers in heterogeneous information networks (2013) (27)
- Co-Occurrence-Based Diffusion for Expert Search on the Web (2013) (27)
- Content-Aware Resolution Sequence Mining for Ticket Routing (2010) (26)
- Global Relation Embedding for Relation Extraction (2017) (26)
- SLQ: a user-friendly graph querying system (2014) (26)
- How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection (2019) (25)
- Analyzing expert behaviors in collaborative networks (2014) (25)
- Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification (2020) (24)
- Entity Disambiguation with Linkless Knowledge Bases (2016) (24)
- Behavior Query Discovery in System-Generated Temporal Graphs (2015) (23)
- What It Takes to Achieve 100% Condition Accuracy on WikiSQL (2018) (23)
- Mining complaints for traffic-jam estimation: A social sensor application (2015) (23)
- Sequential Pattern Mining by Pattern-Growth: Principles and Extensions (2005) (23)
- Microstructure, mechanical and tribological properties of WC-WCoB coating (2018) (22)
- High-temperature oxidation and wear resistance of WC-Co based coatings with WB addition (2019) (22)
- Understanding task-driven information flow in collaborative networks (2012) (21)
- Fine-Grained Knowledge Sharing in Collaborative Environments (2015) (21)
- gIceberg: Towards iceberg analysis in large graphs (2013) (21)
- Extracting Topics with Focused Communities for Social Content Recommendation (2017) (21)
- Discovery of Frequent Substructures (2006) (20)
- Emerging Graph Queries in Linked Data (2012) (19)
- Synthesizing near-optimal malware specifications from suspicious behaviors (2013) (19)
- Query-Based Outlier Detection in Heterogeneous Information Networks (2015) (19)
- Unsupervised Neural Categorization for Scientific Publications (2018) (18)
- Mining Knowledge from Data: An Information Network Analysis Approach (2012) (17)
- Integrative Array Analyzer: a software package for analysis of cross-platform and cross-species microarray data (2006) (17)
- Cloud service placement via subgraph matching (2014) (17)
- Inferring the Underlying Structure of Information Cascades (2012) (17)
- A Probabilistic Approach to Uncovering Attributed Graph Anomalies (2014) (17)
- Corrosion resistance enhancement of WC cermet coating by carbides alloying (2019) (16)
- Frequent trajectory mining on GPS data (2010) (16)
- Synthetic review spamming and defense (2013) (16)
- Inductive Relation Prediction by BERT (2021) (15)
- Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning (2019) (15)
- Fast motif discovery in short sequences (2016) (15)
- Oxidation-dominated wear behaviors of carbide-based cermets: A comparison between WC-WB-Co and Cr3C2-NiCr coatings (2019) (15)
- Multi-Aspect + Transitivity + Bias: An Integral Trust Inference Model (2014) (15)
- Towards a Query-by-Example System for Knowledge Graphs (2014) (14)
- Explanations from Large Language Models Make Small Reasoners Better (2022) (14)
- Domain Adaptation for Time Series Forecasting via Attention Sharing (2021) (13)
- Towards scalable critical alert mining (2014) (13)
- A Fast Kernel for Attributed Graphs (2016) (13)
- Mining Algorithm Roadmap in Scientific Publications (2019) (13)
- Lifelong Learning of Hate Speech Classification on Social Media (2021) (12)
- I act, therefore I judge: Network sentiment dynamics based on user activity change (2013) (12)
- Assessing Expertise Awareness in Resolution Networks (2010) (11)
- Liquid-phase adsorption: Characterization and use of activated carbon prepared from diosgenin production residue (2006) (11)
- Concept Mining via Embedding (2018) (11)
- Latent association analysis of document pairs (2012) (11)
- Limitations of Language Models in Arithmetic and Symbolic Induction (2022) (11)
- Mining, Indexing, and Similarity Search in Graphs and Complex Structures (2006) (10)
- Mining Diversity on Networks (2010) (10)
- Feature-based Substructure Similarity Search (2009) (10)
- Scalable OLAP and mining of information networks (2009) (10)
- Analyzing information sharing strategies of users in online social networks (2016) (10)
- Privacy Cyborg: Towards Protecting the Privacy of Social Media Users (2017) (9)
- Pattern Mining Across Many Massive Biological Networks (2012) (9)
- Distributed Representations of Expertise (2016) (8)
- PathSelClus (2013) (8)
- Mining, indexing and similarity search in large graph data sets (2006) (8)
- Reliable Ticket Routing in Expert Networks (2012) (8)
- A general framework to encode heterogeneous information sources for contextual pattern mining (2012) (8)
- HierCon: Hierarchical Organization of Technical Documents Based on Concepts (2019) (7)
- Static and Dynamic Structural Correlations in Graphs (2013) (7)
- InfoNetOLAP: OLAP and Mining of Information Networks (2010) (7)
- Metadata Repository (2009) (7)
- Graph Indexing (2010) (7)
- Privacy-Preserving Community-Aware Trending Topic Detection in Online Social Media (2017) (6)
- Mining Frequent Approximate Sequential Patterns (2008) (6)
- What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL (2018) (6)
- MaTrust: An Effective Multi-Aspect Trust Inference Model (2012) (6)
- Analysis of large-scale distributed knowledge sources via autonomous cooperative graph mining (2014) (6)
- Recovering Question Answering Errors via Query Revision (2017) (6)
- Using Data Mining for Discovering Patterns in Autonomic Storage Systems (2003) (6)
- Frequent Pattern Discovery in Multiple Biological Networks: Patterns and Algorithms (2012) (6)
- FTS : Faceted Taxonomy Construction and Search for Scientific Publications (2018) (5)
- A Novel Algorithm for Mining Hybrid-Dimensional Association Rules (2016) (5)
- Discriminative Frequent Pattern-Based Graph Classification (2010) (5)
- Cross-modal Image Retrieval with Deep Mutual Information Maximization (2021) (4)
- Measuring Two-Event Structural Correlations on Graphs (2012) (4)
- Cross-Selling Optimization for Customized Promotion (2010) (4)
- Visually-Augmented Language Modeling (2022) (4)
- You May Not Need Order in Time Series Forecasting (2019) (4)
- Global Textual Relation Embedding for Relational Understanding (2019) (4)
- Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding (2021) (4)
- Density index and proximity search in large graphs (2012) (4)
- Context-guided entropy minimization for semi-supervised domain adaptation (2022) (3)
- Making Something out of Nothing: Building Robust Task-oriented Dialogue Systems from Scratch (2022) (3)
- Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning (2011) (3)
- Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation (2021) (3)
- Combining near-optimal feature selection with gSpan (2008) (3)
- Subgraph Discovery in Information Networks (2014) (3)
- Network mining and analysis for social applications (2014) (3)
- Mining Large Information Networks by Graph Summarization (2010) (3)
- Multi-step Deep Autoregressive Forecasting with Latent States (2019) (3)
- Lightweight Composite Re-Ranking for Efficient Keyword Search with BERT (2021) (3)
- The United States COVID-19 Forecast Hub dataset (2022) (3)
- Noise-Resistant Bicluster Recognition (2013) (2)
- Heterogeneous Information Networks (2022) (2)
- Query Answering Efficiency in Expert Networks Under Decentralized Search (2016) (2)
- Composite Re-Ranking for Efficient Document Search with BERT (2021) (2)
- Memory Efficient De Bruijn Graph Construction (2012) (2)
- Network Intervention for Mental Disorders with Minimum Small Dense Subgroups (2021) (2)
- Use of a Neural Circuit Probe to Validate in silico Predictions of Inhibitory Connections (2017) (2)
- Graph Mining and Graph Kernels (2008) (2)
- Querying Knowledge Graphs by Example Entity Tuples ( Extended Abstract ) (2014) (2)
- Discovering an Evolutionary Classifier over a High-speed Nonstatic Stream (2005) (2)
- Multimodal Databases (2009) (2)
- The crystal structure of (E)-N′-(1-(3-chloro-4-fluorophenyl) ethylidene)-2-hydroxybenzohydrazide, C15H12ClFN2O2 (2019) (2)
- Development and prospect on land use/cover change and carbon cycle in typical wetland area of Poyang lake (2011) (1)
- Approximate Frequent Pattern Mining (2007) (1)
- BioArrayMine: A software package for integrative analysis of cross-platform and cross-species microarray data (2005) (1)
- Discovering Evolutionary Classifier over High Speed Non-static Stream (2003) (1)
- Attention-based Domain Adaptation for Time Series Forecasting (2021) (1)
- The Interplay between Calcium and Strontium in Chinese Cabbage under Normal and Low Calcium Conditions (2021) (1)
- DirectDiscriminative Pattern Mining forEffective Classification (2008) (1)
- Heterogeneous Information Networks: the Past, the Present, and the Future (2022) (1)
- Efficient Direct Mining of Selective Discriminative Patterns for Classification. (2013) (1)
- Expertise-Based Data Access in Content-Centric Mobile Opportunistic Networks (2014) (1)
- Strengthening mechanism of lamellar-structured Ti-Ta alloys prepared by powder metallurgy (2022) (1)
- Efficient Direct Mining of Selective Discriminative Patterns for Classification (2013) (1)
- Learning Conversational Web Interfaces (2019) (1)
- Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling (2022) (1)
- SLQ (2014) (1)
- Report on the First International Workshop on Mining Graphs and Complex Structures (MGCS'07) (2008) (1)
- Mining knowledge from interconnected data (2012) (1)
- Mining of Chemical Data (2009) (0)
- A Perspective Analysis of Hidden Community Mining Methods in Large Scale Social Networks (2016) (0)
- Performance Bounds of Decentralized Search in Expert Networks for Query Answering (2019) (0)
- On compressing frequent patterns q (2006) (0)
- Language Model Detoxification in Dialogue with Contextualized Stance Control (2023) (0)
- Extracting Topics with Focused Communities in Multi-dimensional Social Data (2016) (0)
- Approximate Quantile Computation over Sensor Networks (2005) (0)
- Structured Input - Structured Output (2008) (0)
- Time Series as Images: Vision Transformer for Irregularly Sampled Time Series (2023) (0)
- Cross-domain Time Series Forecasting with Attention Sharing (2021) (0)
- Observability of Lattice Graphs (2015) (0)
- Decentralized search in expert networks: Generic models and performance bounds (2016) (0)
- Graph Pattern Mining, Search and OLAP (2012) (0)
- Understanding the semantics of networked text (2012) (0)
- On the Efficiency of Decentralized Search in Expert Networks (2016) (0)
- Uncovering interesting attributed anomalies in large graphs (2013) (0)
- Multi-dimensional Mapping (2009) (0)
- Large Scale Network Analysis (LSNA) 2013 Workshop Organization (2013) (0)
- Chapter 4 Mining Frequent Approximate Sequential Patterns (2009) (0)
- Automated Trauma Incident Cubes Analysis (2013) (0)
- Towards Democratizing Data Science with Natural Language Interfaces (2019) (0)
- Institutional Knowledge at Singapore Management University Efficient Topological OLAP on Information Networks (2019) (0)
- Observability of Lattice Graphs (2015) (0)
- In vitro validation of in silico identified inhibitory interactions (2019) (0)
- Table of Contents. (2016) (0)
- Towards a New Approach for Mining Frequent Itemsets on Data Stream (2014) (0)
- Network Compression by Node and Edge Mergers (2012) (0)
- Improving topic disentanglement via contrastive learning (2023) (0)
- Notice of RetractionLand use/cover change and their driving forces in Nanchang (2011) (0)
- Final Program Sponsored by the SIAM Activity Group on Data Mining and Analytics (2019) (0)
- A Configurable Natural Language Question Benchmark for Knowledge Bases (2016) (0)
- Visualization question answering using introspective program synthesis (2022) (0)
- Expert Finding using discriminative infinite Hidden Markov Model (2015) (0)
- Compression of Weighted Graphs (0)
- Visual graph query formulation and exploration: a new perspective on information retrieval at the edge (2016) (0)
- ICDM 2008 T 1 – Integration of Classification and Pattern Mining : A Discriminative and Frequent Pattern-based Approach (2008) (0)
- Frequent Pattern Discovery in Multiple Biological Networks: Patterns and Algorithms (2011) (0)
- An Indexing System for Mobility-aware Information Management (2011) (0)
- Graph Pattern Mining (2020) (0)
- A time-optimization algorithm for soccer robot's path-planning in dynamic environment (2011) (0)
- Comprehensively Computing Link-based Similarities by Building A Random Surfer Graph (2021) (0)
- Chapter 6 Pattern Mining Across Many Massive Biological Networks (2011) (0)
- REVIEW RATING ADJUSTMENT TO INCORPORATE USER PREFERENCES (2014) (0)
- The genome of the jellyfish Aurelia and the evolution of animal complexity (2018) (0)
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