Zichang Liu
7 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 👑 Triple Crown
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Deep Learning
(6)
Machine Learning
(4)
Application Areas
(4)
Core AI
(4)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Robotics
(1)
Analysis
(1)
Architectures
(1)
Capabilities
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(2)
inference efficiency
(2)
inference optimization
(2)
image classification
(1)
vision transformer
(1)
neural network training
(1)
catastrophic forgetting
(1)
object detection
(1)
attention mechanism
(1)
data augmentation
(1)
in-context learning
(1)
multimodal learning
(1)
point cloud
(1)
incremental learning
(1)
nearest neighbor search
(1)
feature space
(1)
locality sensitive hashing
(1)
sparse approximation
(1)
robot grasping
(1)
robotic manipulation
(1)
Papers
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
ICML 2023
Learning Multimodal Data Augmentation in Feature Space
ICLR 2023
One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning
NeurIPS 2023
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time
NeurIPS 2023
Retaining Knowledge for Learning with Dynamic Definition
NeurIPS 2022
SAR-Net: Shape Alignment and Recovery Network for Category-Level 6D Object Pose and Size Estimation
CVPR 2022
MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training
ICLR 2021