Jiahua Rao
9 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (3) π Academic Marathon (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
AAAI (4)
IJCAI (2)
CVPR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
molecular generation
(2)
molecular structure
(2)
graph neural network
(2)
diffusion model
(2)
graph representation
(2)
contrastive learning
(2)
graph generation
(1)
multi-modal learning
(1)
representation learning
(1)
knowledge graph
(1)
precision medicine
(1)
molecular graph
(1)
drug discovery
(1)
protein design
(1)
molecular representation
(1)
message passing
(1)
binding site prediction
(1)
retrieval augmentation
(1)
protein language model
(1)
multi-agent reinforcement learning
(1)
Papers
De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion
AAAI 2026
Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction
AAAI 2026
Advancing Protein Design via Multi-Agent Reinforcement Learning with Pareto-Based Collaborative Optimization
AAAI 2026
Multi-modal Contrastive Learning with Negative Sampling Calibration for Phenotypic Drug Discovery
CVPR 2025
Quadruple Attention in Many-body Systems for Accurate Molecular Property Predictions
ICML 2025
Advancing Retrosynthesis with Retrieval-Augmented Graph Generation
AAAI 2025
TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction
NIPS 2022
Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction
IJCAI 2022
Learning Attributed Graph Representation with Communicative Message Passing Transformer
IJCAI 2021