高级数据库技术（Advanced Database Technology）
教育部-微软精品课程，广东省精品课程、广东省研究生示范课程
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教学公告
下面列表是本学期论文选读情况以及课堂宣读时间安排（顺序是根据生成的随机数从小到大排列）。（马再锐、黄仕煌同学尚未选定精读论文）
请大家认真做好准备，汇报时长控制在8分钟之内。选定泛读论文的同学需要在课前准备问题（请还没选择泛读的同学尽快回复泛读论文序号），并在课堂交流互动环节优先提问，互动记录将计入平时成绩。
特别提醒:第6周星期二（3月28日）课调到周六（4月1日）下午，地点为南409，请同学们相互转告。
|
汇报序号 |
姓名 |
论文序号 |
论文题目 |
随机数 |
泛读 |
汇报日期 |
|
1 |
吴梦腾 |
49 |
Self-adaptive Graph Traversal on GPUs |
218 |
刘梓韩 |
2023/4/1 |
|
2 |
蔡晓娜 |
33 |
HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search |
232 |
杨新月、刘嘉琪 |
2023/4/1 |
|
3 |
刘芝航 |
20 |
Unsupervised Contextual Anomaly Detection for Database Systems |
236 |
李浩荣、郑良志 |
2023/4/1 |
|
4 |
刘远祥 |
4 |
Efficient and Effective Community Search on Large-scale Bipartite Graphs |
256 |
廖广城 |
2023/4/1 |
|
5 |
吴金东 |
17 |
HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training |
276 |
苏建越 |
待定 |
|
6 |
郑良志 |
35 |
HFUL: a hybrid framework for user account linkage across location-aware social network |
276 |
2023/4/4 |
|
|
7 |
黄定彬 |
29 |
Efficient Personalized PageRank Computation: A Spanning Forests Sampling Based Approach |
326 |
龚一骏 |
2023/4/4 |
|
8 |
梁流荣 |
7 |
Conjunctive Queries with Comparisons |
328 |
陈伟聪 |
2023/4/4 |
|
9 |
黎子贤 |
40 |
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective |
340 |
苏悦、苏建越、吴梦腾、张洪玮、刘梓韩、钟政毅 |
2023/4/4 |
|
10 |
张奕韬 |
38 |
Fast Density-Peaks Clustering: Multicore-based Parallelization Approach |
375 |
龚一骏 |
2023/4/4 |
|
11 |
罗晓盈 |
50 |
LargeEA: Aligning Entities for Large-scale Knowledge Graphs |
415 |
黄鹏远、苏建越、吴金东、许嘉惠、郭渝、刘嘉琪 |
2023/4/4 |
|
12 |
钟政毅 |
39 |
Revisiting Graph-based Social Recommendation: A Distillation Enhanced Social Graph Network |
419 |
吴金东、黎子贤 |
2023/4/4 |
|
13 |
廖广城 |
23 |
ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain |
421 |
沈桂亮、刘远祥 |
2023/4/4 |
|
14 |
陈伟聪 |
19 |
Reliable Community Search in Dynamic Networks |
428 |
陈好仪、龚一骏、梁流荣 |
2023/4/4 |
|
15 |
刘梓韩 |
18 |
End-to-end Optimization of Machine Learning Prediction Queries |
466 |
郑良志、吴梦腾、黎子贤、苏敬、胡慧源、钟政毅 |
2023/4/4 |
|
16 |
李洋羽 |
15 |
Entity Resolution with Hierarchical Graph Attention Networks |
165 |
黄鹏远 |
2023/4/11 |
|
17 |
陈子皓 |
14 |
Domain Adaptation for Deep Entity Resolution |
480 |
李浩荣、刘芝航 |
2023/4/11 |
|
18 |
苏宇翔 |
28 |
Explaining Link Prediction Systems based on Knowledge Graph Embeddings |
502 |
林均缮、卢韦燊、张洪玮 |
2023/4/11 |
|
19 |
张洪玮 |
41 |
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion |
513 |
卢韦燊、梁流荣 |
2023/4/11 |
|
20 |
刘嘉琪 |
45 |
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding |
516 |
罗晓盈、许嘉惠 |
2023/4/11 |
|
21 |
周辉杰 |
42 |
KETCH: Knowledge Graph Enhanced Thread Recommendation in Healthcare Forums |
522 |
沈桂亮、吴金东 |
2023/4/11 |
|
22 |
沈桂亮 |
43 |
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations |
556 |
苏悦、廖广城、刘远祥、陈沛桐 |
2023/4/11 |
|
23 |
唐铭泽 |
36 |
Making graphs compact by lossless contraction |
564 |
陈沛桐 |
2023/4/11 |
|
24 |
李奕 |
2 |
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks |
574 |
胡慧源、马再锐 |
2023/4/11 |
|
25 |
关淇玮 |
26 |
TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection |
579 |
2023/4/11 |
|
|
26 |
陈沛桐 |
48 |
Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs |
602 |
黄鹏远、唐铭泽、张奕韬 |
2023/4/18 |
|
27 |
苏悦 |
9 |
DB-BERT: A Database Tuning Tool that “Reads the Manual” |
652 |
吴梦腾、黎子贤、钟政毅、梁流荣 |
2023/4/18 |
|
28 |
陈子楠 |
3 |
Search to aggregate neighborhood for graph neural network |
672 |
马再锐 |
2023/4/18 |
|
29 |
苏建越 |
24 |
DPNLP: distance-based peripheral nodes label propagation algorithm for community detection in social networks |
712 |
陈好仪、苏悦、林均缮、郭渝 |
2023/4/18 |
|
30 |
苏敬 |
10 |
PreQR: Pre-training Representation for SQL Understanding |
727 |
魏雁婷、陈沛桐 |
2023/4/18 |
|
31 |
陈好仪 |
5 |
Efficient Community Search with Size Constraint |
761 |
廖广城 |
2023/4/18 |
|
32 |
黄鹏远 |
16 |
Hierarchical Entity Resolution using an Oracle |
785 |
魏雁婷 |
2023/4/18 |
|
33 |
胡慧源 |
27 |
Effective Community Search over Large Star-Schema Heterogeneous Information Networks |
821 |
林均缮、刘梓韩、苏敬、陈伟聪 |
2023/4/18 |
|
34 |
杨新月 |
34 |
Combining Graph Convolutional Neural Networks and Label Propagation |
828 |
郑良志 |
2023/4/18 |
|
35 |
卢韦燊 |
1 |
Knowledge-Aware Group Representation Learning for Group Recommendation |
831 |
郭渝、刘远祥、马再锐 |
2023/4/18 |
|
36 |
郭渝 |
21 |
A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery |
856 |
陈伟聪 |
2023/4/23 |
|
37 |
钟旭鹏 |
13 |
Parallel Rule Discovery from Large Datasets by Sampling |
873 |
胡慧源 |
2023/4/23 |
|
38 |
魏雁婷 |
12 |
DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing |
882 |
罗晓盈、许嘉惠、杨新月 |
2023/4/23 |
|
39 |
冯智星 |
46 |
Hybrid Evaluation for Distributed Iterative Matrix Computation |
896 |
2023/4/23 |
|
|
40 |
李浩荣 |
25 |
Efective Indexing for Dynamic Structural Graph Clustering |
898 |
魏雁婷、刘芝航 |
2023/4/23 |
|
41 |
许嘉惠 |
37 |
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation |
920 |
卢韦燊、沈桂亮、张洪玮、罗晓盈、唐铭泽、杨新月、刘嘉琪 |
2023/4/23 |
|
42 |
林均缮 |
22 |
DMCS : Density Modularity based Community Search |
945 |
陈好仪、李浩荣、苏敬、刘芝航 |
2023/4/23 |
|
43 |
沈子迪 |
8 |
Neural Subgraph Counting with Wasserstein Estimator |
999 |
2023/4/23 |
|
|
44 |
龚一骏 |
6 |
PLOR: General Transactions with Predictable, Low Tail Latency |
237 |
张奕韬 |
2023/4/23 |
|
45 |
马再锐 |
11 |
DenForest: Enabling Fast Deletion in Incremental Density-Based Clustering over Sliding Windows |
417 |
2023/4/23 |
|
|
46 |
47 |
Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints |
165 |
唐铭泽、张奕韬 |
|
|
|
47 |
31 |
One Set to Cover All Maximal Cliques Approximately |
592 |
|||
|
48 |
44 |
Scalable Label Propagation for Multi-Relational Learning on the Tensor Product of Graphs |
708 |
|||
|
49 |
32 |
Scalable and Effective Bipartite Network Embedding |
943 |
|||
|
50 |
30 |
Fast Maximal Clique Enumeration on Uncertain Graphs: A Pivot-based Approach |
971 |
