Hui-Ling Zhen
Scholar

Hui-Ling Zhen

Google Scholar ID: gq29DtwAAAAJ
Huawei, Hong Kong
LLM InferenceAgentNumerical OptimizationNumerical Computation
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Citations & Impact
All-time
Citations
2,152
 
H-index
22
 
i10-index
41
 
Publications
20
 
Co-authors
24
list available
Contact
No contact links provided.
Publications
27 items
AgentCollab: A Self-Evaluation-Driven Collaboration Paradigm for Efficient LLM Agents
2026
Cited
0
MemDLM: Memory-Enhanced DLM Training
2026
Cited
0
Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats
2026
Cited
0
ReThinker: Scientific Reasoning by Rethinking with Guided Reflection and Confidence Control
2026
Cited
0
Beyond Speedup -- Utilizing KV Cache for Sampling and Reasoning
2026
Cited
0
Benchmarking Post-Training Quantization of Large Language Models under Microscaling Floating Point Formats
2026
Cited
0
SwiftMem: Fast Agentic Memory via Query-aware Indexing
2026
Cited
0
Revisiting Judge Decoding from First Principles via Training-Free Distributional Divergence
arXiv.org · 2026
Cited
0
Resume (English only)
Co-authors
24 total
Xijun Li
Xijun Li
Shanghai Jiao Tong University
Qingfu Zhang
Qingfu Zhang
Chair Professor, FIEEE, City University of Hong Kong
Junchi Yan
Junchi Yan
FIAPR & ICML Board Member, SJTU (2018-), SII (2024-), AWS (2019-2022), IBM (2011-2018)
Co-author 4
Co-author 4
Jianye Hao
Jianye Hao
Huawei Noah's Ark Lab/Tianjin University
Co-author 6
Co-author 6
Zehua Pei
Zehua Pei
The Chinese University of Hong Kong
Bei Yu
Bei Yu
Professor, The Chinese University of Hong Kong