Enzhi Zhang
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)
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Research topics
Deep Learning
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Learning Types · Machine Learning
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Artificial Intelligence
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Learning Types · Deep Learning
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Data Science & Analytics
(1)
Healthcare & Medicine
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Keywords
language model
(3)
graph neural network
(2)
self-supervised learning
(2)
representation learning
(2)
multimodal learning
(1)
cross-modal learning
(1)
out-of-distribution generalization
(1)
protein sequence
(1)
diffusion model
(1)
molecular graph
(1)
chemical reaction
(1)
protein language model
(1)
molecular representation
(1)
recommender system
(1)
graph autoencoder
(1)
knowledge integration
(1)
user preference
(1)
negative sampling
(1)
chemical reaction prediction
(1)
language model pretraining
(1)
Papers
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
ICLR 2025
On Softmax Direct Preference Optimization for Recommendation
NeurIPS 2024
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
ACL 2024
ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining
ACL 2024
ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction
EMNLP 2023
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules
NeurIPS 2023