Cong Xie
11 papers · 2014–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (11)
🏃
Academic Marathon
(11)
🐝
Cross-Pollinator
(6)
🌍
Conference Polyglot
(7)
🏆
Grand Slam
👥
Mega-Team
(32)
🗃️
Keyword Collector
(53)
💎
Century Club
(11)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
NIPS (4)
ICML (2)
AAAI (1)
CVPR (1)
ICLR (1)
NSDI (1)
UAI (1)
Top co-authors
Keywords
distributed learning
(4)
stochastic gradient descent
(4)
gradient compression
(2)
distributed training
(2)
byzantine fault tolerance
(2)
fault tolerance
(2)
weight prediction
(1)
personalized generation
(1)
neural network training
(1)
graph partitioning
(1)
image generation
(1)
communication efficiency
(1)
distributed computing
(1)
distributed machine learning
(1)
diffusion model
(1)
adversarial attack
(1)
distributed graph computing
(1)
power-law graphs
(1)
vertex-cut method
(1)
medical image segmentation
(1)
Papers
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
NIPS 2024
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training
NIPS 2022
Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective
AAAI 2021
CSER: Communication-efficient SGD with Error Reset
NIPS 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
NIPS 2014