Yang Sui
14 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (29) π§ Keyword Pioneer π Conference Polyglot (6)
π
Cross-Pollinator
(11)
π
Century Club
(14)
ποΈ
Keyword Collector
(73)
π₯
Unstoppable
(5)
Conferences
CVPR (5)
NIPS (3)
AAAI (2)
ICML (2)
ECCV (1)
EMNLP (1)
Top co-authors
Keywords
model compression
(9)
neural network
(3)
neural network optimization
(3)
inference efficiency
(2)
adversarial learning
(2)
diffusion model
(2)
convolutional neural network
(2)
flops reduction
(2)
kv cache
(2)
efficient computing
(2)
policy optimization
(1)
low-rank decomposition
(1)
computational efficiency
(1)
tensor decomposition
(1)
distributional reinforcement learning
(1)
image generation
(1)
neural network compression
(1)
adversarial attack
(1)
information geometry
(1)
nesterov method
(1)
Papers
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
CVPR 2025
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
CVPR 2025
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model
CVPR 2025
Combining Experimental and Historical Data for Policy Evaluation
ICML 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
NIPS 2024
Clean & Compact: Efficient Data-Free Backdoor Defense with Model Compactness
ECCV 2024
MoE-I2: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition
EMNLP 2024
Adversarial Learning of Distributional Reinforcement Learning
ICML 2023
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness
AAAI 2023
Implicit Regularization in Over-Parameterized Support Vector Machine
NIPS 2023
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks
AAAI 2023
HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks
CVPR 2022
CHIP: CHannel Independence-based Pruning for Compact Neural Networks
NIPS 2021
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework
CVPR 2021