Ruofan Wu
11 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (27)
π
Conference Polyglot
(5)
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Grand Slam
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Century Club
(11)
ποΈ
Keyword Collector
(58)
Conferences
NIPS (7)
AAAI (1)
ICLR (1)
ICML (1)
OSDI (1)
Top co-authors
Research topics
Keywords
graph neural network
(2)
graph representation learning
(2)
temporal graph
(2)
efficient computing
(2)
multi-agent reinforcement learning
(1)
reinforcement learning
(1)
differential privacy
(1)
continuous time
(1)
representation learning
(1)
knowledge distillation
(1)
graph representation
(1)
neural network optimization
(1)
self-supervised learning
(1)
computational efficiency
(1)
continuous control
(1)
nonparametric regression
(1)
variance reduction
(1)
survival analysis
(1)
laplacian regularization
(1)
deep reinforcement learning
(1)
Papers
Reinforcement Learning Control of a Physical Robot Device for Assisted Human Walking without a Simulator
ICML 2025
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks
ICLR 2024
Resource-Aware Federated Self-Supervised Learning with Global Class Representations
NIPS 2024
On provable privacy vulnerabilities of graph representations
NIPS 2024
State Space Models on Temporal Graphs: A First-Principles Study
NIPS 2024
Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions
NIPS 2023
A Long $N$-step Surrogate Stage Reward for Deep Reinforcement Learning
NIPS 2023
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks
AAAI 2023
ROLLER: Fast and Efficient Tensor Compilation for Deep Learning
OSDI 2022
Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking
NIPS 2022
TREC: Transient Redundancy Elimination-based Convolution
NIPS 2022