Shuxin Zheng
15 papers · 2017–2024 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (24) π Academic Marathon (7) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
π€
Dynamic Duo
(12)
π
Grand Slam
π§¬
Topic Evolution
π₯
Unstoppable
(6)
π
Century Club
(15)
ποΈ
Keyword Collector
(58)
π
Conference Pioneer
β
The Questioner
(2)
Conferences
NIPS (5)
ICML (4)
ICLR (3)
AAAI (1)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
transformer architecture
(3)
relative positional encoding
(2)
attention mechanism
(2)
representation learning
(1)
self-attention mechanism
(1)
function approximation
(1)
mean field theory
(1)
hessian approximation
(1)
batch normalization
(1)
universal approximation
(1)
distributed learning
(1)
neural network optimization
(1)
efficient computing
(1)
gradient boosting
(1)
statistical estimation
(1)
generalization error
(1)
object detection
(1)
distributed training
(1)
software engineering
(1)
image classification
(1)
Papers
Bridging Geometric States via Geometric Diffusion Bridge
NIPS 2024
GeoMFormer: A General Architecture for Geometric Molecular Representation Learning
ICML 2024
One Transformer Can Understand Both 2D & 3D Molecular Data
ICLR 2023
Molecule Generation For Target Protein Binding with Structural Motifs
ICLR 2023
Your Transformer May Not be as Powerful as You Expect
NIPS 2022
Quantized Training of Gradient Boosting Decision Trees
NIPS 2022
Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding
NIPS 2021
Do Transformers Really Perform Badly for Graph Representation?
NIPS 2021
Cross-Iteration Batch Normalization
CVPR 2021
How could Neural Networks understand Programs?
ICML 2021
Invertible Image Rescaling
ECCV 2020
On Layer Normalization in the Transformer Architecture
ICML 2020
Capacity Control of ReLU Neural Networks by Basis-Path Norm
AAAI 2019
G-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space
ICLR 2019
Asynchronous Stochastic Gradient Descent with Delay Compensation
ICML 2017