Qunxi Zhu
10 papers · 2021–2025 · 6 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
Jump to papers ↓+4 more ↓ Show less ↑
π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge Β· Silver π Keyword Champion (2) π Grand Slam
ποΈ
Keyword Collector
(52)
π₯
Unstoppable Β· Bronze
π
Trend Setter
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(6)
Optimization & Theory Β· Machine Learning
(6)
Models
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Robotics
(3)
Core AI
(3)
Architectures
(2)
Core Methods
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory Β· Deep Learning
(2)
Systems
(2)
Natural Language Processing
(1)
Keywords
dynamical system
(3)
control policy
(2)
delay differential equation
(2)
neural ordinary differential equation
(2)
neural network
(2)
continuous-depth neural network
(2)
neural ode
(2)
stochastic control
(1)
empirical risk minimization
(1)
flow matching
(1)
vector field
(1)
diffusion model
(1)
generative model
(1)
stochastic differential equation
(1)
partial label learning
(1)
ode solver
(1)
complex systems
(1)
lyapunov stability
(1)
denoising process
(1)
monte carlo algorithm
(1)
Papers
Neural Event-Triggered Control with Optimal Scheduling
ICML 2025
FESSNC: Fast Exponentially Stable and Safe Neural Controller
ICML 2024
From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems
ICML 2024
Letβs Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models
COLING 2024
Switched Flow Matching: Eliminating Singularities via Switching ODEs
ICML 2024
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition
ACL 2023
SYNC: SAFETY-AWARE NEURAL CONTROL FOR STABILIZING STOCHASTIC DELAY-DIFFERENTIAL EQUATIONS
ICLR 2023
Neural Piecewise-Constant Delay Differential Equations
AAAI 2022
Neural Stochastic Control
NeurIPS 2022
Neural Delay Differential Equations
ICLR 2021