Dian Meng

4 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (3) IJCAI (1)

Top co-authors

Xubin Zheng (2) Shiwei Ruan (2) Ziyue Qiao (2) Yanran Liu (2) Xinlei Huang (2) Qingqiang Sun (1) Rui Huang (1) Zhiqi Ma (1) Hongwei Ge (1) Zhiguang Cao (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core Methods (3) Deep Learning (2) Architectures (2) Core AI (2) Learning Types (2) Healthcare & Medicine (1) Reinforcement Learning (1) Bayesian & Probabilistic (1) Methods (1) Optimization & Theory (1) Research (1)

Keywords

graph neural network (3) contrastive learning (2) spatial transcriptomics (2) multimodal learning (2) gibbs sampling (1) bayesian network (1) gaussian mixture model (1) traveling salesman problem (1) dynamic graph (1) expert routing (1) latent feature (1) multi-omics integration (1) vehicle routing problem (1) spatial multi-modal omics (1) bayesian gaussian mixture (1) poisson gamma belief network (1) combinatorial optimization (1) sparse count data (1) transformer architecture (1) reinforcement learning (1)

Papers

GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026 Sparse Poisson Gamma Belief Networks for High-Dimensional Sparse Count Data AAAI 2026 EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025 PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025