Table of Contents

Seminars
- 2019
  - 9-25
- 2016
  - 11-29
  - 11-15
  - 11-9
  - 10-25
  - 10-11
  - 5-23
  - 5-16
  - 5-9
  - 4-25
  - 4-18
  - 4-11
  - 3-28
  - 3-21
  - 3-14
  - 3-7
  - 2-29
- 2015
  - 9-23
  - 10-8
  - 10-15
  - 10-21
  - 11-4
  - 11-12
  - 11-18
  - 11-25
  - 12-10
  - 12-17
  - 12-24

Seminars

2019

9-25

“智能软件工程”学术报告会顺利召开 [Slides]

2016

11-29

Zhangyuan Meng. On the Feasibility of Internet-Scale Author Identification. [Slides]
Kai Chen. Linking Stack Overﬂow to Issue Tracker for Issue Resolution. [Slides]
Xiang Dong. Mining Location-Based Social Networks: A Predictive Perspective. [Slides]
Weizhi Huang. GitHub Projects. Quality Analysis of Open-Source Software. [Slides]

11-15

Qing He. Experience Sharing. [Slides]
Weizhi Huang. Finding Expert Users in Community Question Answering. [Slides]
Ning Li. Word2Vector. [Slides]
Shensi Tong. Heterogeneous cross-company effort estimation through transfer learning. [Slides]

11-9

Xiang Dong. Extract Reliable Relations from Wikipedia Texts for Practical Ontology Construction. [Slides]
Kai Chen. Learning Semantic Hierarchies via Word Embeddings. [Slides]

10-25

Kai Chen. Google`s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. [Slides]
Zhangyuan Meng. HYDRA:Large-scale Social Identity Linkage via Heterogeneous Behavior Modeling. [Slides]

10-11

Xiang Dong. The research of NLP in Deep Learning. [Slides]
Weizhi Huang. Predicting Best Answerers for New Questions: An Approach Leveraging Topic Modeling and Collaborative Voting. [Slides]

5-23

Xuyang Cai. Keyword Query Expansion on Linked Data Using Linguistic and Semantic Features. [Slides]
Xiaoning Liu. StackOverflow and GitHub: Associations Between Software Development and Crowd-sourced Knowledge. [Slides]
Weizhi Huang. Determining Developers’ Expertise and Role: A Graph Hierarchy-based Approach. [Slides]
Kai Chen. Large-Scale Deep Learning for Intelligent Computer Systems. [Slides]

5-16

Wenkai Mo. Multimodal Embeddings. [Slides]
Zhenzheng Qian. Data Mining With WEKA. [Slides]
Shensi Tong. Detecting Gambling Sites From Post Behaviors. [Slides]
Xiang Dong. Automatic mapping of user tags to Wikipedia concepts: The case of a Q&A website – StackOverflow. [Slides]

5-9

Qing He. Boosted Tree. [Slides]
Xuyang Cai. Matching Dependence-Related Queries in the System Dependence Graph. [Slides]
Wenkai Mo. Issue Cold Start Problem in Recommender System. [Slides]
Kai Chen. Identity Linkage. [Slides]

4-25

Xiaoning Liu. Recommendation System for DesignPatterns in Software Development An DPR Overview.[Slides]
Cheng Zhang. It Takes Two to Tango anExploration of Domain Pairs for Cross-Domain Collaborative Filtering.[Slides]
Shensi Tong. On the Value of Ensemble Effort Estimation.[Slides]
Zhenzheng Qian. Semantic Annotation of Micro-blog Topics Using Wikipedia Temporal Information.[Slides]

4-18

Yu Yang. Active Transfer Learning For Cross-System Recommendation.[Slides]
Ning Li. Methods of Extracting Key Words. [Slides]
Weizhi Huang. Discovering High Quality Answer. [Slides]
Xiang Dong. PIDGIN. [Slides]

4-11

Xuyang Cai. AutoQuery-Automatic Construction of Dependency Queries for Code Search. [Slides]
Qing He. Mislabelling Data Impact on Defect Prediction. [Slides]
Kai Chen. Mastering the Game of Go with Deep Neural Networks and Tree Search. [Slides]

3-28

Wenkai Mo. Recommender System. [Slides]

3-21

Xiaoning Liu. Linking Issue Tracker with Q&A Sites for Knowledge Sharing across Communities. [Slides]
Weizhi Huang. CQARank:Jointly Model Topics and Expertise in Community Question Answering. [Slides]
Yutao Huang. GitHub Projects: Quality Analysis of Open-Source Software. [Slides]

3-14

Xiang Dong. Deriving a Large Scale Taxonomy from Wikipedia. [Slides]
Ning Li. Eficient Methods for Incorporating Knowledge into Topic Models. [Slides]
Zhenzheng Qian. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. [Slides]

3-7

Yu Yang. Addressing Cold-Start in App Recommendation - Latent User Models Constructed from Twitter Followers. [Slides]
Haibo Jiang. 基于内容和协同过滤的混合推荐. [Slides]
Zihui Yuan. Learning to Rank. [Slides]

2-29

Cheng Zhang. A Survey of Existing Approaches for Pattern Search and Selection. [Slides]
Shensi Tong. Transfer learning in effort estimation. [Slides]
Yang Zhou. SEES: A Unified Method for Semi-Automatic Early Effort Estimation. [Slides]

2015

9-23

Qing He. Defect Prediction Techniques. [Slides]
Wenkai Mo. Dimension Reduction. [Slides]
Cheng Zhang. Survey and Recent Research. [Slides]

10-8

Xuyang Cai. A Graph-Based Tag Assignment Approach for Github Repository. [Slides]
Zhenzheng Qian. Assessment Models for Open Source Software. [Slides]

10-15

Kai Chen. Set Expansion. [Slides]
Xiaoning Liu. Introduction to Recommender Systems. [Slides]
Shensi Tong. 赌博网站用户行为分析. [Slides]

10-21

Weizhi Huang. Learning to Log. Slides
Ning Li. TopicRank. [Slides]
Yu Yang. Where Does This Code Come from and Where Does It Go? [Slides]

11-4

Xuyang Cai. A Probabilistic Modeling of Hashtag Annotation in Twitter. [Slides]
Zhenzheng Qian. Analysis software quality through user reviews. [Slides]
Cheng Zhang. Expert Team Formation. [Slides]

11-12

Xiaoning Liu. Online Controlled Experiments:Lessons from Running A/B/n Tests for 12 years. [Slides]
Shensi Tong. Understanding User Behavior inOnline Social Networks: A Survey. [Slides]
Kai Chen. Learning Semantic Hierarchies via Word Embeddings. [Slides]

11-18

Weizhi Huang. Connecting Users across Social Media Sites A Behavioral-Modeling Approach. [Slides]
Ning Li. Cover Coefficient based Multi-document Summarization. [Slides]
Yu Yang. Pick-A-Crowd Tell me what you like and i will tell you what to do. [Slides]

11-25

Wenkai Mo. Deep NLP. [Slides]
Xiang Dong. TextRunner. [Slides]
Cheng Zhang. Weaving Process Patterns into Software Process Models. [Slides]

12-10

Ning Li. MULTI-LABEL TEXT CATEGORIZATION WITH JOINT LEARNING PREDICTIONS-AS-FEATURES METHOD. [Slides]
Xiaoning Liu. PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations. [Slides]
Shensi Tong. Effort estimation in agile software development A systematic literature review. [Slides]

12-17

Xuyang Cai. A Review of Automatically Constructing A Tagging System. [Slides]
Weizhi Huang. EnTagRec: An Enhanced Tag Recommendation System for Software Information Sites. [Slides]
Kai Chen. 深度学习之word2vec. [Slides]

12-24

Xiang Dong. Deriving a Large Scale Taxonomy from Wikipedia. [Slides]
Yang Zhou. Semantic Analysis and Effort Estimation based on Software Requirement. [Slides]
Yu Yang. Task recommendation in crowdsourcing system. [Slides]