Heng Lian
Scholar

Heng Lian

Google Scholar ID: 61q2xTYAAAAJ
Department of Mathematics, City University of Hong Kong
Learning theoryhigh-dimensional statisticsfunctional data analysisnon-/semi-parametetric statistics
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Citations & Impact
All-time
Citations
3,530
 
H-index
32
 
i10-index
104
 
Publications
20
 
Co-authors
11
list available
Contact
No contact links provided.
Publications
9 items
HEART-Bench: Do LLM Agents Exhibit Human-like Psychology?
2026
Cited
0
Robust Tensor Regression with Nonconvexity: Algorithmic and Statistical Theory
2026
Cited
0
SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents
2026
Cited
4
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences
arXiv.org · 2026
Cited
1
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning
arXiv.org · 2026
Cited
0
FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments
2026
Cited
0
Robust Clustered Federated Learning for Heterogeneous High-dimensional Data
2025
Cited
0
SWE-Exp: Experience-Driven Software Issue Resolution
2025
Cited
0
Resume (English only)
Co-authors
11 total
Co-author 1
Co-author 1
Kaifeng Zhao
Kaifeng Zhao
Associate Faculty at Singapore University of Social Sciences
Co-author 3
Co-author 3
Robert B. Gramacy
Robert B. Gramacy
Virginia Tech
David Ruppert
David Ruppert
Andrew Schultz Professor of Engineering, Professor of Statistics and Data Science, Cornell
Fukang Zhu
Fukang Zhu
Professor, School of Mathematics, Jilin University
William Stafford Noble
William Stafford Noble
Professor of Genome Sciences, University of Washington
Co-author 8
Co-author 8