Tao GUO
7 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🧬 Topic Evolution
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(3)
Application Areas
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Mathematics
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications · Data Science & Analytics
(1)
Learning Types
(1)
Methods
(1)
Keywords
transformer architecture
(1)
temporal modeling
(1)
domain adaptation
(1)
similarity search
(1)
feature quantization
(1)
adversarial training
(1)
community detection
(1)
facial landmark detection
(1)
nonparametric estimation
(1)
communication efficiency
(1)
algorithmic efficiency
(1)
collaborative learning
(1)
phase transition
(1)
parallel algorithm
(1)
gradient compression
(1)
trajectory data
(1)
minimax optimal rate
(1)
location-based service
(1)
heatmap regression
(1)
joint model
(1)
Papers
Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal
ICML 2025
1DFormer: A Transformer Architecture Learning 1D Landmark Representations for Facial Landmark Tracking
IJCAI 2024
Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning
NeurIPS 2022
An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis
AAAI 2021
Group testing for connected communities
AISTATS 2021
Real-Time Route Search by Locations
AAAI 2020
A Span-based Joint Model for Opinion Target Extraction and Target Sentiment Classification
IJCAI 2019