Jiancong Xie

5 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) ⭐ Rising Star (5) 🌈 Renaissance Researcher (5)

Venues

CVPR (3) AAAI (2)

Top co-authors

Jiahua Rao (5) Yuedong Yang (5) Youhan Sun (2) Wentao Wei (2) Hanjing Lin (2) Xichen Sun (1) Kangrui Du (1) Leyu Chen (1) Chi Zhang (1) Shuangjia Zheng (1)

Research topics

Machine Learning (4) Core Methods (4) Artificial Intelligence (2) Deep Learning (2) Healthcare & Medicine (2) Core AI (2) Research (2) Interdisciplinary (1) Knowledge & Reasoning (1) Reinforcement Learning (1) Learning Types (1) Methods (1) Models (1) Representation (1) Science (1)

Keywords

knowledge graph (2) multimodal learning (2) graph representation (2) diffusion model (1) molecular generation (1) molecular representation (1) whole slide image (1) spatial transcriptomics (1) gene regulatory network (1) drug-drug interaction (1) negative sampling (1) drug-target interaction (1) subgraph extraction (1) mass spectrometry (1) graph neural network (1) phenotypic drug discovery (1) molecular structure (1) many-body interaction (1) isomer differentiation (1) spatial gene expression (1)

Papers

Deciphering Genotype-Phenotype Mechanisms from High-Content Profiling via Knowledge-Guided Multi-modal Graph Learning CVPR 2026 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 Predicting Spatial Transcriptomics from Histology Images via High-Order Multi-Cell Interaction Modeling CVPR 2026 Multi-modal Contrastive Learning with Negative Sampling Calibration for Phenotypic Drug Discovery CVPR 2025