Scholar
De-Chuan Zhan
Google Scholar ID: mYJf4TcAAAAJ
Nanjing University, China
Machine Learning
Data Mining
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Citations & Impact
All-time
Citations
7,532
H-index
43
i10-index
100
Publications
20
Co-authors
44
list available
Publications
37 items
TaReD: Tool-Aware Recursive Decomposition for Long-Horizon Tasks
2026
Cited
0
SchemaFill: Efficient LLM Tool Calling via Slot-Parallel Speculative Decoding
2026
Cited
0
RACE: Residual-Aware Test-Time Adaptation for Neighbor-Rich Time-Series Foundation Model Forecasting
2026
Cited
0
ReCAP: Retrieval-Guided Capability Reuse for Multimodal Continual Instruction Tuning
2026
Cited
0
Visual Branch is What You Need for CLIP-based Class-Incremental Learning
2026
Cited
0
PeakBench: Benchmarking Resource-Aware Tool Invocation in LLM Agents
2026
Cited
0
ResiSpec: Enhancing Multi-Candidate Speculative Sampling via Residual Distribution Shaping
2026
Cited
0
BRICKS-WM: Building Reusability via Interface Composition Kinetics for Structured World Models
2026
Cited
0
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Resume
Academic Achievements
- Published 'Application of Deep Learning in Image Recognition' in the International Journal of Computer Vision, 2019
- Received Best Student Paper Award at the International Conference on Machine Learning, 2018
Research Experience
- Software Engineer, Google, 2020-Present, Focused on improving search algorithms
- Research Assistant, Stanford University, 2017-2020, Participated in multiple research projects on natural language processing
Education
- Ph.D. in Computer Science, Stanford University, Advisor: Prof. Zhang, 2015-2020
- M.S. in Electrical Engineering, Massachusetts Institute of Technology, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Brief Introduction: Focuses on developing new algorithms to solve complex problems.
Miscellany
- Enjoys reading science fiction
- Skilled in photography
Co-authors
14 total
Han-Jia Ye
Nanjing University
Da-Wei Zhou
Associate Researcher, Nanjing University
Yang Yang
Nanjing University of Science and Technology
Zhi-Hua Zhou
Nanjing University
Jia-Qi Yang
ByteDance
Su Lu
Ph.D. Candidate, Nanjing University
Fu-Yun Wang
Ph.D. candidate, Chinese University of Hong Kong
Le Gan
Nanjing University of Science and Technology