Chunshu Wu
6 papers · 2024–2025 · 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
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Models
(1)
Optimization & Theory
(1)
Processing
(1)
Techniques
(1)
Keywords
dynamical system
(4)
energy efficiency
(2)
online learning
(1)
transfer learning
(1)
graph learning
(1)
energy minimization
(1)
neural network optimization
(1)
time series modeling
(1)
distribution shift
(1)
diffusion model
(1)
parameter-efficient fine-tuning
(1)
inference optimization
(1)
frequency domain
(1)
visual prompt tuning
(1)
fast fourier transform
(1)
frequency domain information
(1)
hierarchical architecture
(1)
large language model
(1)
graph neural network
(1)
scientific simulation
(1)
Papers
An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning
ICML 2025
Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
ICLR 2025
DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models
ICLR 2025
InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems
ICLR 2025
Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World
ICLR 2024
Visual Fourier Prompt Tuning
NeurIPS 2024