Siyuan Liu
7 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge
π
Conference Polyglot
(4)
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
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Trend Setter
π
Conference Pioneer
Conferences
ICML (2)
AAAI (1)
ACL (1)
CVPR (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
information theory
(1)
model compression
(1)
autoregressive transformer
(1)
video generation
(1)
portrait animation
(1)
linguistic knowledge
(1)
brain-computer interface
(1)
signal-to-noise ratio
(1)
motion generation
(1)
p300 speller
(1)
autoregressive model
(1)
adaptive algorithm
(1)
layer-wise pruning
(1)
structured pruning
(1)
essay scoring
(1)
audio-driven animation
(1)
audio-driven generation
(1)
large language model
(1)
graph neural network
(1)
facial motion
(1)
Papers
Two-Stage Regularization-Based Structured Pruning for LLMs
ACL 2026
Multi-knowledge Enhanced Graph Neural Network for Multi-trait Essay Scoring
AAAI 2026
Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling
ICML 2025
Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation
CVPR 2025
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
MICCAI 2024
Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction
ICML 2024
Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces
NIPS 2018