Qinghao Hu
16 papers · 2016–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) π§ Keyword Pioneer π Academic Marathon (10) π Conference Polyglot (8) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
π§¬
Topic Evolution
π€
Dynamic Duo
(11)
π
Conference Pioneer
π
Trend Setter
π
Century Club
(15)
π₯
Unstoppable
(5)
Conferences
ECCV (4)
CVPR (3)
ICLR (2)
WACV (2)
AAAI (1)
EMNLP (1)
IJCAI (1)
NSDI (1)
OSDI (1)
Top co-authors
Keywords
model compression
(4)
model quantization
(3)
large language model
(3)
attention mechanism
(3)
vision transformer
(3)
efficient inference
(2)
image classification
(2)
weight quantization
(2)
resource utilization
(2)
efficient computing
(2)
neural network optimization
(1)
model pretraining
(1)
feature learning
(1)
surrogate model
(1)
distributed learning
(1)
memory efficiency
(1)
convolutional neural network
(1)
self-supervised learning
(1)
hyperparameter tuning
(1)
fault tolerance
(1)
Papers
MemeBQ:Memory Efficient Binary Quantization of LLMs
AAAI 2026
A Universal Self-Attention Enhancement for Bridging Low-bit Quantization and Vision Transformers
WACV 2026
LoRaDA: Low-Rank Direct Attention Adaptation for Efficient LLM Fine-tuning
EMNLP 2025
LongVILA: Scaling Long-Context Visual Language Models for Long Videos
ICLR 2025
Characterization of Large Language Model Development in the Datacenter
NSDI 2024
$\rm A^2Q$: Aggregation-Aware Quantization for Graph Neural Networks
ICLR 2023
Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters
OSDI 2023
Accumulated Trivial Attention Matters in Vision Transformers on Small Datasets
WACV 2023
PalQuant: Accelerating High-Precision Networks on Low-Precision Accelerators
ECCV 2022
MixFormer: Mixing Features Across Windows and Dimensions
CVPR 2022
ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices
ECCV 2020
Soft Threshold Ternary Networks
IJCAI 2020
Semi-Supervised Generative Adversarial Hashing for Image Retrieval
ECCV 2018
Two-Step Quantization for Low-Bit Neural Networks
CVPR 2018
Training Binary Weight Networks via Semi-Binary Decomposition
ECCV 2018
Quantized Convolutional Neural Networks for Mobile Devices
CVPR 2016