高級數據庫技術（Advanced Database Technology）
教育部-微軟精品課程，廣東省精品課程、廣東省研究生示范課程
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教學公告
論文選讀列表
[作者：
張曉晗 發布時間：2023-04-10 20:31:55 瀏覽次數：1371次]
論文選讀列表（按選定時間次序）
請尚未選定精讀論文的同學（黃仕煌）盡快在http://www.sdshimeng.com/course/T_oneQuestion.html?courseId=21&questionId=49351中回答論文編號。
| 姓名 | 精讀論文編號及題目 | 泛讀論文編號 | 報告時間 |
| 蘇悅 | 009:DB-BERT: A Database Tuning Tool that “Reads the Manual” | 024,040,043 | |
| 黎子賢 | 040:Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective | 039,018,009 | |
| 盧韋燊 | 001:Knowledge-Aware Group Representation Learning for Group Recommendation | 028,037,041 | |
| 蘇建越 | 024:DPNLP: distance based peripheral nodes label propagation algorithm for community detection in social networks | 017,040,050 | |
| 周輝杰 | 042:KETCH: Knowledge Graph Enhanced Thread Recommendation in Healthcare Forums | ||
| 廖廣城 | 023:ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain | 004,005,043 | |
| 羅曉盈 | 050:LargeEA: Aligning Entities for Large-scale Knowledge Graphs | 037,045,012 | |
| 許嘉惠 | 037:Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation | 012,045,050 | |
| 劉嘉琪 | 045:Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding | 033,037,050 | |
| 沈桂亮 | 043:Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations | 023,037,042 | |
| 吳夢騰 | 049:Self-adaptive Graph Traversal on GPUs | 018,040,009 | |
| 劉梓韓 | 018:End-to-end Optimization of Machine Learning Prediction Queries | 027,040,049 | |
| 鐘政毅 | 039:Revisiting Graph based Social Recommendation: A Distillation Enhanced Social Graph Network | 009,018,040 | |
| 陳好儀 | 005:Efficient Community Search with Size Constraint | 019,024,022 | |
| 劉遠祥 | 004:Efficient and Effective Community Search on Large-scale Bipartite Graphs | 001,023,043 | |
| 蘇敬 | 010:PreQR: Pre-training Representation for SQL Understanding | 018,022,027 | |
| 魏雁婷 | 012:DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing | 010,016,025 | |
| 劉芝航 | 020:Unsupervised Contextual Anomaly Detection for Database Systems | 014,025,022 | |
| 楊新月 | 034:Combining Graph Convolutional Neural Networks and Label Propagation | 012,033,037 | |
| 陳偉聰 | 019:Reliable Community Search in Dynamic Networks | 007,021,027 | |
| 梁流榮 | 007:Conjunctive Queries with Comparisons | 009,019,041 | |
| 胡慧源 | 027:Effective Community Search over Large Star-Schema Heterogeneous Information Networks | 002,013,018 | |
| 李奕 | 002:Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks | ||
| 陳沛桐 | 048:Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs | 010,036,043 | |
| 張洪瑋 | 041:Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion | 028,037,040 | |
| 蘇宇翔 | 028:Explaining Link Prediction Systems based on Knowledge Graph Embeddings | 037,040,41 | |
| 林均繕 | 022:DMCS : Density Modularity based Community Search | 024,027,028 | |
| 郭渝 | 021:A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery | 001,024,050 | |
| 沈子迪 | 008:Neural Subgraph Counting with Wasserstein Estimator | ||
| 蔡曉娜 | 033:HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search | ||
| 鄭良志 | 035:HFUL: a hybrid framework for user account linkage across location-aware social network | 018,020,034 | |
| 馮智星 | 046:Hybrid Evaluation for Distributed Iterative Matrix Computation | ||
| 關淇瑋 | 026:TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection | ||
| 黃鵬遠 | 016:Hierarchical Entity Resolution using an Oracle | 015,048,050 | |
| 鐘旭鵬 | 013:Parallel Rule Discovery from Large Datasets by Sampling | ||
| 唐銘澤 | 036:Making graphs compact by lossless contraction | 037,047,048 | |
| 陳子皓 | 014:Domain Adaptation for Deep Entity Resolution | ||
| 張奕韜 | 038:Fast Density-Peaks Clustering: Multicore-based Parallelization Approach | 006,047,048 | |
| 李浩榮 | 025:Efective Indexing for Dynamic Structural Graph Clustering | 014,020,022 | |
| 吳金東 | 017:HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training | 039,042,050 | |
| 陳子楠 | 003:Search to aggregate neighborhood for graph neural network | ||
| 李洋羽 | 015:Entity Resolution with Hierarchical Graph Attention Networks | ||
| 黃定彬 | 029:Efficient Personalized PageRank Computation: A Spanning Forests Sampling Based Approach | ||
| 龔一駿 | 006:PLOR: General Transactions with Predictable, Low Tail Latency | 019,038,029 | |
| 馬再銳 | 011:DenForest: Enabling Fast Deletion in Incremental Density-Based Clustering over Sliding Windows | 001,002,003 |
