Siyuan Liu
8 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core AI
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Research
(2)
Analysis
(1)
Application Areas
(1)
Generation
(1)
Learning Types Β· Machine Learning
(1)
Keywords
model compression
(1)
transformer architecture
(1)
autoregressive transformer
(1)
video generation
(1)
point cloud
(1)
portrait animation
(1)
test-time adaptation
(1)
3d scene understanding
(1)
linguistic knowledge
(1)
brain-computer interface
(1)
signal-to-noise ratio
(1)
motion generation
(1)
p300 speller
(1)
generalization
(1)
autoregressive model
(1)
adaptive algorithm
(1)
parameter-efficient fine-tuning
(1)
positional encoding
(1)
layer-wise pruning
(1)
information theory
(1)
Papers
Multi-knowledge Enhanced Graph Neural Network for Multi-trait Essay Scoring
AAAI 2026
PointTPA: Dynamic Network Parameter Adaptation for 3D Scene Understanding
CVPR 2026
Two-Stage Regularization-Based Structured Pruning for LLMs
ACL 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
NeurIPS 2018