高級(jí)數(shù)據(jù)庫技術(shù)（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
|
|
教學(xué)公告
下面列表是本學(xué)期論文選讀情況以及課堂宣讀時(shí)間安排（順序是根據(jù)生成的隨機(jī)數(shù)從小到大排列）,。（馬再銳、黃仕煌同學(xué)尚未選定精讀論文）
請(qǐng)大家認(rèn)真做好準(zhǔn)備,，匯報(bào)時(shí)長控制在8分鐘之內(nèi)。選定泛讀論文的同學(xué)需要在課前準(zhǔn)備問題（請(qǐng)還沒選擇泛讀的同學(xué)盡快回復(fù)泛讀論文序號(hào)），并在課堂交流互動(dòng)環(huán)節(jié)優(yōu)先提問,，互動(dòng)記錄將計(jì)入平時(shí)成績。
特別提醒:第6周星期二（3月28日）課調(diào)到周六（4月1日）下午,，地點(diǎn)為南409,，請(qǐng)同學(xué)們相互轉(zhuǎn)告。
|
匯報(bào)序號(hào) |
姓名 |
論文序號(hào) |
論文題目 |
隨機(jī)數(shù) |
泛讀 |
匯報(bào)日期 |
|
1 |
吳夢騰 |
49 |
Self-adaptive Graph Traversal on GPUs |
218 |
劉梓韓 |
2023/4/1 |
|
2 |
蔡曉娜 |
33 |
HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search |
232 |
楊新月,、劉嘉琪 |
2023/4/1 |
|
3 |
劉芝航 |
20 |
Unsupervised Contextual Anomaly Detection for Database Systems |
236 |
李浩榮,、鄭良志 |
2023/4/1 |
|
4 |
劉遠(yuǎn)祥 |
4 |
Efficient and Effective Community Search on Large-scale Bipartite Graphs |
256 |
廖廣城 |
2023/4/1 |
|
5 |
吳金東 |
17 |
HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training |
276 |
蘇建越 |
待定 |
|
6 |
鄭良志 |
35 |
HFUL: a hybrid framework for user account linkage across location-aware social network |
276 |
2023/4/4 |
|
|
7 |
黃定彬 |
29 |
Efficient Personalized PageRank Computation: A Spanning Forests Sampling Based Approach |
326 |
龔一駿 |
2023/4/4 |
|
8 |
梁流榮 |
7 |
Conjunctive Queries with Comparisons |
328 |
陳偉聰 |
2023/4/4 |
|
9 |
黎子賢 |
40 |
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective |
340 |
蘇悅、蘇建越,、吳夢騰,、張洪瑋、劉梓韓,、鐘政毅 |
2023/4/4 |
|
10 |
張奕韜 |
38 |
Fast Density-Peaks Clustering: Multicore-based Parallelization Approach |
375 |
龔一駿 |
2023/4/4 |
|
11 |
羅曉盈 |
50 |
LargeEA: Aligning Entities for Large-scale Knowledge Graphs |
415 |
黃鵬遠(yuǎn),、蘇建越、吳金東,、許嘉惠,、郭渝、劉嘉琪 |
2023/4/4 |
|
12 |
鐘政毅 |
39 |
Revisiting Graph-based Social Recommendation: A Distillation Enhanced Social Graph Network |
419 |
吳金東,、黎子賢 |
2023/4/4 |
|
13 |
廖廣城 |
23 |
ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain |
421 |
沈桂亮,、劉遠(yuǎn)祥 |
2023/4/4 |
|
14 |
陳偉聰 |
19 |
Reliable Community Search in Dynamic Networks |
428 |
陳好儀、龔一駿,、梁流榮 |
2023/4/4 |
|
15 |
劉梓韓 |
18 |
End-to-end Optimization of Machine Learning Prediction Queries |
466 |
鄭良志,、吳夢騰、黎子賢,、蘇敬,、胡慧源、鐘政毅 |
2023/4/4 |
|
16 |
李洋羽 |
15 |
Entity Resolution with Hierarchical Graph Attention Networks |
165 |
黃鵬遠(yuǎn) |
2023/4/11 |
|
17 |
陳子皓 |
14 |
Domain Adaptation for Deep Entity Resolution |
480 |
李浩榮,、劉芝航 |
2023/4/11 |
|
18 |
蘇宇翔 |
28 |
Explaining Link Prediction Systems based on Knowledge Graph Embeddings |
502 |
林均繕,、盧韋燊、張洪瑋 |
2023/4/11 |
|
19 |
張洪瑋 |
41 |
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion |
513 |
盧韋燊,、梁流榮 |
2023/4/11 |
|
20 |
劉嘉琪 |
45 |
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding |
516 |
羅曉盈,、許嘉惠 |
2023/4/11 |
|
21 |
周輝杰 |
42 |
KETCH: Knowledge Graph Enhanced Thread Recommendation in Healthcare Forums |
522 |
沈桂亮、吳金東 |
2023/4/11 |
|
22 |
沈桂亮 |
43 |
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations |
556 |
蘇悅,、廖廣城,、劉遠(yuǎn)祥、陳沛桐 |
2023/4/11 |
|
23 |
唐銘澤 |
36 |
Making graphs compact by lossless contraction |
564 |
陳沛桐 |
2023/4/11 |
|
24 |
李奕 |
2 |
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks |
574 |
胡慧源、馬再銳 |
2023/4/11 |
|
25 |
關(guān)淇瑋 |
26 |
TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection |
579 |
2023/4/11 |
|
|
26 |
陳沛桐 |
48 |
Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs |
602 |
黃鵬遠(yuǎn),、唐銘澤,、張奕韜 |
2023/4/18 |
|
27 |
蘇悅 |
9 |
DB-BERT: A Database Tuning Tool that “Reads the Manual” |
652 |
吳夢騰、黎子賢,、鐘政毅,、梁流榮 |
2023/4/18 |
|
28 |
陳子楠 |
3 |
Search to aggregate neighborhood for graph neural network |
672 |
馬再銳 |
2023/4/18 |
|
29 |
蘇建越 |
24 |
DPNLP: distance-based peripheral nodes label propagation algorithm for community detection in social networks |
712 |
陳好儀、蘇悅,、林均繕,、郭渝 |
2023/4/18 |
|
30 |
蘇敬 |
10 |
PreQR: Pre-training Representation for SQL Understanding |
727 |
魏雁婷、陳沛桐 |
2023/4/18 |
|
31 |
陳好儀 |
5 |
Efficient Community Search with Size Constraint |
761 |
廖廣城 |
2023/4/18 |
|
32 |
黃鵬遠(yuǎn) |
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 |
林均繕,、劉梓韓,、蘇敬、陳偉聰 |
2023/4/18 |
|
34 |
楊新月 |
34 |
Combining Graph Convolutional Neural Networks and Label Propagation |
828 |
鄭良志 |
2023/4/18 |
|
35 |
盧韋燊 |
1 |
Knowledge-Aware Group Representation Learning for Group Recommendation |
831 |
郭渝,、劉遠(yuǎn)祥,、馬再銳 |
2023/4/18 |
|
36 |
郭渝 |
21 |
A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery |
856 |
陳偉聰 |
2023/4/23 |
|
37 |
鐘旭鵬 |
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 |
羅曉盈、許嘉惠,、楊新月 |
2023/4/23 |
|
39 |
馮智星 |
46 |
Hybrid Evaluation for Distributed Iterative Matrix Computation |
896 |
2023/4/23 |
|
|
40 |
李浩榮 |
25 |
Efective Indexing for Dynamic Structural Graph Clustering |
898 |
魏雁婷,、劉芝航 |
2023/4/23 |
|
41 |
許嘉惠 |
37 |
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation |
920 |
盧韋燊、沈桂亮,、張洪瑋、羅曉盈,、唐銘澤,、楊新月、劉嘉琪 |
2023/4/23 |
|
42 |
林均繕 |
22 |
DMCS : Density Modularity based Community Search |
945 |
陳好儀,、李浩榮,、蘇敬、劉芝航 |
2023/4/23 |
|
43 |
沈子迪 |
8 |
Neural Subgraph Counting with Wasserstein Estimator |
999 |
2023/4/23 |
|
|
44 |
龔一駿 |
6 |
PLOR: General Transactions with Predictable, Low Tail Latency |
237 |
張奕韜 |
2023/4/23 |
|
45 |
馬再銳 |
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 |
唐銘澤,、張奕韜 |
|
|
|
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 |
