Chuan Liu
7 papers · 2007–2025 · 4 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
🏃
Academic Marathon · Full
Venues
Top co-authors
Research topics
Keywords
dynamical system
(4)
energy efficiency
(2)
graph learning
(1)
speech synthesis
(1)
energy minimization
(1)
neural network optimization
(1)
time series modeling
(1)
distribution shift
(1)
parallel inference
(1)
diffusion model
(1)
inference optimization
(1)
gpu optimization
(1)
hierarchical architecture
(1)
waveform generation
(1)
large language model
(1)
graph neural network
(1)
autoregressive vocoder
(1)
scientific simulation
(1)
nature-powered computing
(1)
particle-in-cell 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
Improving WaveRNN with Heuristic Dynamic Blending for Fast and High-Quality GPU Vocoding
Interspeech 2023
Combined Use of Speaker- and Tone-Normalized Pitch Reset with Pause Duration for Automatic Story Segmentation in Mandarin Broadcast News
NAACL 2007