Scholar
Qizhen Weng
Google Scholar ID: DRK_fx4AAAAJ
Hong Kong University of Science and Technology
Machine Learning Systems
AI Infrastructure
Cloud Computing
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Citations & Impact
All-time
Citations
1,266
H-index
11
i10-index
11
Publications
16
Co-authors
11
list available
Contact
Email
qwenga@cs.ust.hk
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Publications
8 items
Swift-SVD: Theoretical Optimality Meets Practical Efficiency in Low-Rank LLM Compression
2026
Cited
0
CALVO: Improve Serving Efficiency for LLM Inferences with Intense Network Demands
2026
Cited
0
TeleBoost: A Systematic Alignment Framework for High-Fidelity, Controllable, and Robust Video Generation
2026
Cited
0
KV-CoRE: Benchmarking Data-Dependent Low-Rank Compressibility of KV-Caches in LLMs
2026
Cited
0
VeRPO: Verifiable Dense Reward Policy Optimization for Code Generation
arXiv.org · 2026
Cited
0
TeleWorld: Towards Dynamic Multimodal Synthesis with a 4D World Model
arXiv.org · 2025
Cited
1
Janus: Disaggregating Attention and Experts for Scalable MoE Inference
2025
Cited
0
Efficient Unified Caching for Accelerating Heterogeneous AI Workloads
2025
Cited
0
Resume (English only)
Academic Achievements
Paper “Toppings: CPU-Assisted, Rank-Aware Adapter Serving for LLM Inference” accepted to USENIX ATC 2025
Paper “GPU-Disaggregated Serving for Deep Learning Recommendation Models at Scale” accepted to NSDI 2025
Selected for the Young Elite Scientists Sponsorship Program by CAST in 2025 for contributions to AI development tools and infrastructure
Awarded the Hong Kong PhD Fellowship Scheme by RGC of HK in 2017 (top 231 students worldwide)
Named Shanghai Outstanding Graduate by Shanghai Municipal Government in 2017 (top 3% in college)
Received Cyber-Security Scholarship from CIDF in 2016 (top 1% in major)
Invited as a Keynote Speaker at the AI for Good Global Summit (hosted by ITU, UN) in July 2025
Co-authors
11 total
Wei Wang
The Hong Kong University of Science and Technology
Yinghao Yu
Engineer, Alibaba
Liping Zhang
Alibaba Group Inc
Wencong Xiao
ByteDance
Wei Lin
Alibaba
Baochun Li
Professor of Electrical and Computer Engineering, University of Toronto
Bo Li
Chair Professor at hong kong university of science and technology
Co-author 8
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