DM2 Lab: Data Mining towards Decision Making

"We develop data-driven computational methods and intelligent systems to facilitate decision making." -- dm_square

Data mining and NLP: User modeling, Recommender system, Fraud detection; Graph neural network, Graph anomaly detection; Information extraction, Taxonomy construction, Knowledge graph construction; Natural language generation, open-domain question answering, question generation, summarization; Intelligent assistance, NLP for education and mental health.


Check our repositories!

Current Graduate Students

Qingkai Zeng: PhD candidate (2018-)
Information extraction, Taxonomy construction
Mengxia Yu: PhD student (2020-); CSE Select Fellowship
NLP, Scientific text mining
Lingbo Tong: PhD student (2020-); Psychology-CSE Joint Program
NLP, Mental health, Social media analysis
Zhihan Zhang: PhD student (2021-)
NLP, Question answering
Gang Liu: PhD student (2021-)
Graph machine learning
Eric Inae: PhD student (2022-); Dean's Fellowship
Graph machine learning
Hy Dang: PhD student (2022-)
Knowledge graph, Mental health
Noah Ziems: PhD student (2022-)
NLP, Question answering
Bang Nguyen: PhD student (2022-)
NLP, Question generation
Mengzhao Jia: PhD student (2023-)
Zhaoxuan Tan: PhD student (2023-)
Zheyuan (Frank) Liu: PhD student (2023-)
Graph machine learning

Current Undergraduate Students

John Flanagan: REU (2023-)
Large language model
David Liu: REU (2023-)
Large language model

Current Highschool Student

Past Graduate Students

Daheng Wang: PhD (2021)
User modeling, Graph representation learning, Dynamic graph modeling
First employment: Research Scientist at
Tong Zhao: PhD (2022) with Snap Fellowship
Graph machine learning, Data augmentation, Anomaly detection
First employment: Research Scientist at Snap Inc.
Wenhao Yu: PhD (2023) with Bloomberg Fellowship
Question Answering and Large Language Model
First employment: Research Scientist at Tencent AI
Xueying Wang: Master's Degree (2019)
Information extraction
Employment: Data Scientist at FedEx
Bhakti Sharma: Master's Degree (2020)
NLP, Sentiment analysis
Employment: SDE at VISO Trust
Jianing Li: Master's Degree (2020)
Deep transfer learning
Luke Siela: Master's Degree (2022)
Data Science
Employment: General Electric
Tianwen Jiang: Visiting PhD student (2018-2019)
Information extraction
Employment: Tencent

Past Undergraduate Students

Past Highschool Students

Group Photos