Shumin Deng
Scholar

Shumin Deng

Google Scholar ID: 3am3hL4AAAAJ
National University of Singapore
NLPLLM Planning & ReasoningLLM AgentKGIE
Google Scholar↗
Citations & Impact
All-time
Citations
6,112
 
H-index
38
 
i10-index
62
 
Publications
20
 
Co-authors
70
list available
Contact
No contact links provided.
Publications
34 items
Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents
2026
Cited
0
EM^2Mem: Event-Centric Multimodal Memory for Large Language Models
2026
Cited
0
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence
2026
Cited
0
Unsupervised Skill Discovery for Agentic Data Analysis
2026
Cited
0
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories
2026
Cited
0
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
2026
Cited
0
Exploring Autonomous Agentic Data Engineering for Model Specialization
2026
Cited
0
StructMem: Structured Memory for Long-Horizon Behavior in LLMs
2026
Cited
0
Resume (English only)
Co-authors
70 total
Chen Huajun (陈华钧), Professor, PhD
Chen Huajun (陈华钧), Professor, PhD
College of Computer Science, Zhejiang University
Ningyu Zhang (张宁豫)
Ningyu Zhang (张宁豫)
Associate Professor, Zhejiang University
Fei Huang
Fei Huang
Carnegie Mellon University, IBM Research, Facebook, Alibaba DAMO Academy， Tongyi Lab(通义实验室)
Yunzhi Yao
Yunzhi Yao
Zhejiang University
Luo Si
Luo Si
Salesforce, Alibaba Group Inc, Purdue Univ, Carnegie Mellon Univ
Terry Zhang Wei
Terry Zhang Wei
Shopee
Co-author 7
Co-author 7
Bryan Hooi
Bryan Hooi
National University of Singapore