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
24 items
SkillX: Automatically Constructing Skill Knowledge Bases for Agents
2026
Cited
0
How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
2026
Cited
0
From Data to Behavior: Predicting Unintended Model Behaviors Before Training
2026
Cited
0
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
2026
Cited
0
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
arXiv.org · 2026
Cited
0
Retrieval-augmented Prompt Learning for Pre-trained Foundation Models
2025
Cited
0
InnoGym: Benchmarking the Innovation Potential of AI Agents
2025
Cited
0
LightMem: Lightweight and Efficient Memory-Augmented Generation
2025
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