Boyuan Feng

4 papers · 2021–2025 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 📈 Trend Setter

Venues

OSDI (2) AAAI (1) ICLR (1)

Top co-authors

Yuke Wang (3) Yufei Ding (3) Lei Deng (1) Shuangchen Li (1) Frank Schneider (1) Chandramouli Shama Sastry (1) Priya Kasimbeg (1) Zheng Wang (1) Gushu Li (1) Tong Geng (1)

Research topics

Machine Learning (4) Deep Learning (3) Architectures (3) Application Areas (2) Optimization & Theory · Machine Learning (2) Artificial Intelligence (1) Computer Science (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Systems (1)

Keywords

graph neural network (3) uncertainty quantification (1) attention mechanism (1) adversarial attack (1) adaptive optimization (1) node embedding (1) gpu acceleration (1) bayesian deep learning (1) workload management (1) runtime system (1) memory hierarchy (1) multi-gpu platform (1) computation-communication pipelining (1) intra-kernel optimization (1) full-graph acceleration (1) wall-clock time (1) training algorithm (1) stochastic optimization (1) hyperparameter free (1)

Papers

Accelerating neural network training: An analysis of the AlgoPerf competition ICLR 2025 MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021 UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks AAAI 2021