Yufei Ding

13 papers · 2015–2025 · 7 conferences · across top CS/AI conferences

Achievements

+9 more ↓

🏃 Academic Marathon (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐣 Hot Topic Early Bird

🏃 Academic Marathon (10) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 👥 Mega-Team (34) 🏆 Grand Slam 🧬 Topic Evolution 🗃️ Keyword Collector (53) 💎 Century Club (13) 🔥 Unstoppable (7)

Conferences

OSDI (4) AAAI (2) ICLR (2) ICML (2) CORL (1) NIPS (1) RSS (1)

Top co-authors

Yuke Wang (4) Lei Deng (3) Boyuan Feng (3) Yuan Xie (3) Jialiang Zhang (2) Liu Liu (2) Haoran Geng (2) Shuangchen Li (2) Yue Guan (2) Zheng Wang (2)

Research topics

Systems (1)

Keywords

graph neural network (3) adversarial attack (2) sim-to-real transfer (1) uncertainty quantification (1) attention mechanism (1) automatic speech recognition (1) robotics control (1) node embedding (1) robot control (1) synthetic data generation (1) spiking neural network (1) convolutional neural network (1) recurrent neural network (1) deep neural network (1) k-means clustering (1) model training (1) pipeline parallelism (1) memory optimization (1) adversarial example (1) imitation learning (1)

Papers

RoboVerse: A Unified Platform, Benchmark and Dataset for Scalable and Generalizable Robot Learning RSS 2025 WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training OSDI 2025 KPerfIR: Towards a Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads OSDI 2025 Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning ICLR 2025 DexGraspNet 2.0: Learning Generative Dexterous Grasping in Large-scale Synthetic Cluttered Scenes CORL 2024 MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023 Biologically Inspired Dynamic Thresholds for Spiking Neural Networks NIPS 2022 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 Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020 Weighted-Sampling Audio Adversarial Example Attack AAAI 2020 Dynamic Sparse Graph for Efficient Deep Learning ICLR 2019 Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup ICML 2015