Zheng Hui
Scholar

Zheng Hui

Google Scholar ID: BnlPIK0AAAAJ
University of Cambridge
Natural Language ProcessingLLM Saftey & AlignmentMultimodal
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
484
 
H-index
8
 
i10-index
6
 
Publications
20
 
Co-authors
8
list available
Contact
Emailzh2483@columbia.eduGitHubOpen ↗LinkedInOpen ↗
Publications
16 items
MemoryCD: Benchmarking Long-Context User Memory of LLM Agents for Lifelong Cross-Domain Personalization
2026
Cited
0
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey
2026
Cited
0
Value of Information: A Framework for Human-Agent Communication
arXiv.org · 2026
Cited
1
Steer Model beyond Assistant: Controlling System Prompt Strength via Contrastive Decoding
arXiv.org · 2026
Cited
0
Semantics Meet Signals: Dual Codebook Representationl Learning for Generative Recommendation
2025
Cited
0
PrivacyPAD: A Reinforcement Learning Framework for Dynamic Privacy-Aware Delegation
2025
Cited
0
Large Language Models Meet Virtual Cell: A Survey
2025
Cited
0
Catalog-Native LLM: Speaking Item-ID Dialect with Less Entanglement for Recommendation
2025
Cited
0
Resume (English only)
Co-authors
8 total
Julia Hirschberg
Julia Hirschberg
Columbia University
Lin Ai
Lin Ai
Ph.D. Student, Computer Science, Columbia University
Yinheng Li
Yinheng Li
Microsoft
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Nigel Collier
Nigel Collier
Professor of Natural Language Processing, University of Cambridge
Ehsan Shareghi
Ehsan Shareghi
Monash University
John R. Kender
John R. Kender
Professor of Computer Science, Columbia University