Siyu Long
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Core Methods
(3)
Learning Types
(3)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Models
(2)
Interdisciplinary
(1)
Applications
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
zero-shot learning
(2)
few-shot learning
(1)
multi-label classification
(1)
machine reading comprehension
(1)
pretraining
(1)
visual attention
(1)
protein sequence
(1)
label efficiency
(1)
graph attention network
(1)
drug design
(1)
positional encoding
(1)
molecular generation
(1)
long-tailed distribution
(1)
protein language model
(1)
position encoding
(1)
molecular representation learning
(1)
multi-label text classification
(1)
graph neural network
(1)
multimodal sentiment classification
(1)
target-oriented sentiment
(1)
Papers
Steering Protein Family Design through Profile Bayesian Flow
ICLR 2025
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
ICML 2024
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
ICML 2024
Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification
COLING 2022
Zero-Shot 3D Drug Design by Sketching and Generating
NeurIPS 2022
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification
EMNLP 2021
Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension
COLING 2020