Hongwu Peng
7 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Keywords
privacy-preserving machine learning
(1)
model compression
(1)
representation learning
(1)
feature learning
(1)
neural network training
(1)
imitation learning
(1)
knowledge distillation
(1)
neural network optimization
(1)
efficient computing
(1)
parallel processing
(1)
early stopping
(1)
regularization technique
(1)
student learner
(1)
variational autoencoder
(1)
token pruning
(1)
gpu acceleration
(1)
video diffusion
(1)
diffusion transformer
(1)
autoregressive decoding
(1)
top-k selection
(1)
Papers
Content-Aware Dynamic Patchification for Efficient Video Diffusion
CVPR 2026
Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety
ACL 2026
RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs
ICLR 2025
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate
NeurIPS 2024
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
ICML 2024
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
ICCV 2023
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
NeurIPS 2023