Cong Xie
12 papers · 2014–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π₯ Mega-Team Β· Squad
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Topic Evolution
π
Grand Slam
π
Keyword Champion
ποΈ
Keyword Collector
(63)
π
Conference Pioneer
π
Renaissance Researcher
(5)
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Trend Setter
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Optimization & Theory
(8)
Deep Learning
(7)
Artificial Intelligence
(3)
Computer Vision
(3)
Application Areas
(3)
Learning Types Β· Deep Learning
(3)
Computer Science
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Systems
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Keywords
stochastic gradient descent
(4)
distributed learning
(4)
byzantine fault tolerance
(2)
fault tolerance
(2)
gradient compression
(2)
distributed training
(2)
knowledge transfer
(1)
image generation
(1)
vision transformer
(1)
medical image segmentation
(1)
distributed computing
(1)
graph partitioning
(1)
image editing
(1)
few-shot learning
(1)
distributed machine learning
(1)
weight prediction
(1)
communication efficiency
(1)
adversarial attack
(1)
diffusion model
(1)
personalized generation
(1)
Papers
SketchAssist: A Practical Assistant for Semantic Edits and Precise Local Redrawing
CVPR 2026
SerialGen: Personalized Image Generation by First Standardization Then Personalization
CVPR 2025
LEMON: Lossless model expansion
ICLR 2024
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
NSDI 2024
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
NeurIPS 2024
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training
NeurIPS 2022
Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective
AAAI 2021
CSER: Communication-efficient SGD with Error Reset
NeurIPS 2020
Zeno++: Robust Fully Asynchronous SGD
ICML 2020
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation
UAI 2019
Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance
ICML 2019
Distributed Power-law Graph Computing: Theoretical and Empirical Analysis
NeurIPS 2014