Hongxin Xiang
7 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(18)
β‘
Prolific Year
(5)
Conferences
IJCAI (4)
ICLR (2)
NIPS (1)
Top co-authors
Keywords
knowledge distillation
(2)
molecular graph
(2)
drug discovery
(2)
cross-modal learning
(2)
large language model
(2)
graph neural network
(2)
molecular relational learning
(2)
cross-modal distillation
(1)
image-based representation
(1)
machine learning force field
(1)
geometry representation
(1)
3d conformation
(1)
self-adaptive ordering
(1)
molecular stereochemistry
(1)
dual-task learning
(1)
chemical reaction prediction
(1)
retrosynthesis prediction
(1)
molecular modeling
(1)
molecular docking
(1)
interaction prediction
(1)
Papers
Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning
IJCAI 2025
Electron Density-enhanced Molecular Geometry Learning
IJCAI 2025
Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck
ICLR 2025
Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
ICLR 2025
DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models
IJCAI 2025
An Image-enhanced Molecular Graph Representation Learning Framework
IJCAI 2024
FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
NIPS 2024