Hui-Ling Zhen
7 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (12) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
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Taxonomy Completionist
(12)
π£
Hot Topic Early Bird
Conferences
ACL (3)
NIPS (2)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
graph neural network
(2)
post-training quantization
(2)
boolean satisfiability
(1)
data augmentation
(1)
pareto optimality
(1)
multi-objective optimization
(1)
mixture of expert
(1)
sparse activation
(1)
feed-forward network
(1)
unsat problem
(1)
sat solver
(1)
problem hardness
(1)
look-up table
(1)
pareto optimal
(1)
large language model
(1)
hardware design
(1)
neural processing unit
(1)
quantization sensitivity
(1)
multiobjective optimization
(1)
solver runtime
(1)
Papers
Benchmarking Post-Training Quantization of Large Language Models under Microscaling Floating Point Formats
ACL 2026
Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis
ACL 2026
Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats
ACL 2026
The Graphβs Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation
IJCAI 2025
KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
ICML 2025
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
NIPS 2024
Pareto Multi-Task Learning
NIPS 2019