DM2 Lab: Data Mining towards Decision Making

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

Faculty

Check our repositories!

Current Postdoc

Dr. Sobin Alosious: Lucy Postdoc Fellow (2024-)
AI for Material Science

Current Graduate Students

Mengxia Yu: PhD student (2020-) with CSE Select Fellowship
LLM for Education
Lingbo Tong: PhD student (2020-); Psychology-CSE Joint Program
LLM for Mental Health
Zhihan Zhang: PhD student (2021-)
Instructing LLM
Gang Liu: PhD candidate (2021-) with 2024-2025 IBM PhD Fellowship
Graph Learning
Eric Inae: PhD student (2022-) with Dean's Fellowship
Graph Learning
Hy Dang: PhD student (2022-)
RAG
Noah Ziems: PhD student (2022-)
Instructing LLM
Bang Nguyen: PhD student (2022-)
LLM for Education
Mengzhao Jia: PhD student (2023-)
Vision Language Model
Zhaoxuan Tan: PhD student (2023-)
Personalized LLM
Zheyuan (Frank) Liu: PhD student (2023-)
Machine Unlearning
Yihan Zhu: PhD student (2024-)
Graph Learning
Yining Lu: PhD student (2024-)
LLM Evaluation

Current Undergraduate Student

Olivia Zino: REU (08/2024-)
AI for Education
Lang Li: REU (08/2024-)
AI for Education
Zach Petko: iTREDS Scholar (01/2025-)
AI as Coding Assistant
Vincent Andriacco: iTREDS Scholar (01/2025-)
AI as Coding Assistant
John Kim: iTREDS Scholar (01/2025-)
Safer AI with Unlearning
Katherine O'Roark (Saint Mary's College): iTREDS Scholar (01/2025-)
Safer AI with Unlearning
Thomas Mitchell: REU (01/2025-)
Personalized Decoding for LLMs

Past Graduate Students

Daheng Wang: PhD (2021)
User Modeling, Graph Learning
Employment: Applied Scientist at Amazon
Tong Zhao: PhD (2022) with Snap Fellowship
Graph Data Augmentation
Employment: Research Scientist at Snap Inc.
Wenhao Yu: PhD (2023) with Bloomberg Fellowship
LLM and Question Answering
Employment: Research Scientist at Tencent AI
Qingkai Zeng: PhD (2024)
Taxonomy Construction
Employment: Postdoctoral Research Associate at Amazon
Xueying Wang: Master's Degree (2019)
Information Extraction
Employment: Data Scientist at FedEx
Bhakti Sharma: Master's Degree (2020)
Sentiment Analysis
Employment: SDE at VISO Trust
Jianing Li: Master's Degree (2020)
Transfer Learning
Luke Siela: Master's Degree (2022)
Data Science
Employment: General Electric
Tianwen Jiang: Visiting PhD student (2018-2019)
Information Extraction
Employment: Tencent
Zhenyu Wu: Visiting PhD student (2024-2025)
LLM Reasoning

Past Undergraduate Students

Past Highschool Students

Group Photos

Developed Courses

Projects