Haoran You
16 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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(10)
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Research topics
Machine Learning
(13)
Application Areas
(13)
Deep Learning
(12)
Artificial Intelligence
(8)
Techniques
(8)
Core AI
(7)
Optimization & Theory Β· Deep Learning
(6)
Optimization & Theory Β· Machine Learning
(6)
Natural Language Processing
(3)
Architectures
(3)
Models
(3)
Generation
(2)
Computer Vision
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
model compression
(6)
efficient computing
(4)
efficient inference
(3)
early bird ticket
(3)
vision transformer
(2)
neural architecture search
(2)
efficient training
(2)
lottery ticket hypothesis
(2)
diffusion transformer
(2)
network pruning
(1)
neural network optimization
(1)
attention mechanism
(1)
model pruning
(1)
weight sharing
(1)
mixture of expert
(1)
dynamic routing
(1)
model training
(1)
diffusion model
(1)
training efficiency
(1)
graph sparsification
(1)
Papers
UniSER: A Foundation Model for Unified Soft Effects Removal
CVPR 2026
Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training
CVPR 2025
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
ICML 2025
Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers
CVPR 2025
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
NeurIPS 2024
When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models
ICML 2024
Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference
CVPR 2023
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer
NeurIPS 2023
Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets
AAAI 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
ICML 2022
SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning
ECCV 2022
HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark
ICLR 2021
Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks
ICLR 2020
FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training
NeurIPS 2020
HALO: Hardware-Aware Learning to Optimize
ECCV 2020
ShiftAddNet: A Hardware-Inspired Deep Network
NeurIPS 2020