Juncheng Gu

5 papers · 2017–2026 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

NSDI (3) CVPR (1) NeurIPS (1)

Top co-authors

Haizhong Zheng (2) Yibo Zhu (2) Mosharaf Chowdhury (2) Ion Stoica (1) Meng Ma (1) Junjie Qian (1) Yangrui Chen (1) Yiwen Zhang (1) Yanghua Peng (1) Yongji Wu (1)

Research topics

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

Keywords

distributed training (3) adversarial robustness (1) neural network training (1) model robustness (1) adversarial training (1) resource allocation (1) training efficiency (1) weight prediction (1) adversarial perturbation (1) adversarial example (1) data parallelism (1) transferable adversarial example (1) cluster management (1) memory disaggregation (1) rdma networking (1) remote memory (1) job scheduling (1) gpu scheduling (1) cost efficiency (1) large language model (1)

Papers

RLBoost: Harvesting Preemptible Cloud Resources for Cost-Efficient Reinforcement Learning on LLMs NSDI 2026 SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training NeurIPS 2022 Efficient Adversarial Training With Transferable Adversarial Examples CVPR 2020 Tiresias: A GPU Cluster Manager for Distributed Deep Learning NSDI 2019 Efficient Memory Disaggregation with Infiniswap NSDI 2017