Han Cai
24 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (9)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(30)
π€
Dynamic Duo
(22)
π
Grand Slam
π
Conference Pioneer
ποΈ
Keyword Collector
(76)
π
Trend Setter
π₯
Unstoppable
(8)
π
Century Club
(24)
β‘
Prolific Year
(10)
Conferences
ICLR (8)
CVPR (5)
ICCV (4)
ICML (3)
NIPS (2)
AAAI (1)
ACL (1)
Top co-authors
Keywords
model compression
(4)
neural architecture search
(4)
diffusion model
(4)
image generation
(3)
efficient computing
(3)
reinforcement learning
(2)
latent diffusion
(2)
text-to-image generation
(2)
memory efficiency
(2)
semantic segmentation
(1)
image reconstruction
(1)
model distillation
(1)
multi-modal learning
(1)
network pruning
(1)
model quantization
(1)
knowledge distillation
(1)
efficient inference
(1)
policy gradient
(1)
contrastive learning
(1)
hierarchical clustering
(1)
Papers
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
ICML 2025
Scaling Vision Pre-Training to 4K Resolution
CVPR 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
ICCV 2025
DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
ICCV 2025
DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space
ICCV 2025
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
ICLR 2025
COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training
ICLR 2025
SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers
ICLR 2025
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
ICLR 2025
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
ICML 2025
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
CVPR 2024
Condition-Aware Neural Network for Controlled Image Generation
CVPR 2024
EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction
ICCV 2023
Network Augmentation for Tiny Deep Learning
ICLR 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation
CVPR 2022
Memory-efficient Patch-based Inference for Tiny Deep Learning
NIPS 2021
Once-for-All: Train One Network and Specialize it for Efficient Deployment
ICLR 2020
TinyTL: Reduce Memory, Not Parameters for Efficient On-Device Learning
NIPS 2020
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
ACL 2020
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
CVPR 2020
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
ICLR 2019
Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient
AAAI 2019
Activation Maximization Generative Adversarial Nets
ICLR 2018
Path-Level Network Transformation for Efficient Architecture Search
ICML 2018