Xingyu Xie
11 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (8)
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Academic Marathon
(7)
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Hot Topic Early Bird
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Cross-Pollinator
(5)
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Grand Slam
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Century Club
(11)
Conferences
ICLR (3)
ICML (2)
AAAI (1)
AISTATS (1)
CVPR (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
neural network
(2)
semantic segmentation
(1)
minimax optimization
(1)
variational inference
(1)
domain adaptation
(1)
image retrieval
(1)
function approximation
(1)
graph learning
(1)
global convergence
(1)
convergence analysis
(1)
model architecture
(1)
adversarial training
(1)
deep learning
(1)
neural network optimization
(1)
image segmentation
(1)
constrained optimization
(1)
gradient descent
(1)
implicit differentiation
(1)
weight sharing
(1)
feature alignment
(1)
Papers
SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process
ICLR 2025
Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training
JMLR 2024
Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms
ICLR 2023
Global Convergence of Over-parameterized Deep Equilibrium Models
AISTATS 2023
Task-Robust Pre-Training for Worst-Case Downstream Adaptation
NIPS 2023
High Quality Segmentation for Ultra High-Resolution Images
CVPR 2022
Optimization inspired Multi-Branch Equilibrium Models
ICLR 2022
Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering
AAAI 2020
Maximum-and-Concatenation Networks
ICML 2020
Differentiable Linearized ADMM
ICML 2019
Redundancy-resistant Generative Hashing for Image Retrieval
IJCAI 2018