Qunxi Zhu
10 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (6)
π
Renaissance Researcher
(6)
π
Grand Slam
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
ICML (4)
ICLR (2)
AAAI (1)
ACL (1)
COLING (1)
NIPS (1)
Top co-authors
Keywords
dynamical system
(2)
partial label learning
(1)
empirical risk minimization
(1)
stochastic control
(1)
diffusion model
(1)
neural ordinary differential equation
(1)
denoising process
(1)
lyapunov stability
(1)
control policy
(1)
neural ode
(1)
population dynamics
(1)
confidence estimation
(1)
aspect extraction
(1)
aspect-based sentiment analysis
(1)
neural network
(1)
continuous-depth neural network
(1)
delay differential equation
(1)
syntax-aware attention
(1)
crowd annotation
(1)
neural controller
(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
SYNC: SAFETY-AWARE NEURAL CONTROL FOR STABILIZING STOCHASTIC DELAY-DIFFERENTIAL EQUATIONS
ICLR 2023
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition
ACL 2023
Neural Stochastic Control
NIPS 2022
Neural Piecewise-Constant Delay Differential Equations
AAAI 2022
Neural Delay Differential Equations
ICLR 2021