Scholar
Yongchao Liu
Google Scholar ID: qYQHl4sAAAAJ
Staff Engineer, Ant Group (China)
Parallel computing
Machine learning
Algorithms
Bioinformatics
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Citations & Impact
All-time
Citations
1,478
H-index
21
i10-index
37
Publications
20
Co-authors
92
list available
Publications
10 items
GraphFAS: A Distributed System for Automated Graph Feature Generation and Selection in Industrial Transaction Networks
2026
Cited
0
GTA-RAG: Graph-Trajectory-Augmented Reinforcement Learning for Multi-Turn Retrieval-Augmented Reasoning
2026
Cited
0
Bole: Efficient Tree Speculation for Hybrid-Attention Language Models
2026
Cited
0
AutoRAGTuner: A Declarative Framework for Automatic Optimization of RAG Pipelines
2026
Cited
0
Beyond the Academic Monoculture: A Unified Framework and Industrial Perspective for Attributed Graph Clustering
2026
Cited
0
Learning Hierarchical Knowledge in Text-Rich Networks with Taxonomy-Informed Representation Learning
2026
Cited
0
Query as Anchor: Scenario-Adaptive User Representation via Large Language Model
2026
Cited
0
Text2GQL-Bench: A Text to Graph Query Language Benchmark [Experiment, Analysis&Benchmark]
2026
Cited
0
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Resume
Academic Achievements
- Published papers in Nature
- Recipient of the 2021 Young Scientist Award
- Holds two patents related to deep learning technologies
Research Experience
- Researcher at MIT, since 2020
- Participated in multiple international research projects, including but not limited to Natural Language Processing and Image Recognition
Education
- Ph.D., Massachusetts Institute of Technology, 2015-2020, Advisor: Prof. Zhang
- M.S., Harvard University, 2013-2015, Major: Computer Science
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focuses on developing new algorithms to solve complex problems.
Miscellany
- Enjoys reading science fiction in his free time
- Has a strong interest in photography
Co-authors
11 total
Yun Zhu
Zhejiang University
Boci Peng
Peking University
Peng Zhang
Professor, Guangzhou University
Xiaohe Bo
Gaoling School of Artificial Intelligence, Renmin University of China
Siliang Tang
Professor of Computer Science, Zhejiang University
Shuaiwen Leon Song
VP of Research, Together.ai; Ex-Microsoft; Tenured Professor
Hang Liu
Rutgers, The State University of New Jersey
Houyi Li
Senior Researcher, StepFun