Mingyue Zheng

5 papers · 2024–2025 · 3 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

ICML (3) ACL (1) ICLR (1)

Top co-authors

Yuxuan Song (4) Wei-Ying Ma (4) Hao Zhou (4) Keyue Qiu (3) Jingjing Gong (2) Wenkai Xiang (1) Zhaoping Xiong (1) Hongbo Ma (1) Yanru Qu (1) Jiawei Han (1)

Research topics

Deep Learning (5) Artificial Intelligence (3) Machine Learning (3) Core AI (3) Models (3) Optimization & Theory (3) Architectures (2) Computer Vision (1) Interdisciplinary (1) Analysis (1) Learning Types (1) Science (1)

Keywords

bayesian inference (1) multimodal learning (1) foundation model (1) mixture of expert (1) molecular generation (1) biomedical text (1) multimodal model (1) variational lower bound (1) gradient guidance (1) sliding window (1) noise schedule (1) se(3) equivariance (1) protein function prediction (1) 3d molecule generation (1) binding affinity (1) molecular structure (1) equivariant modeling (1) pharmaceutical science (1) geometric generation (1) scaffold hopping (1)

Papers

Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks ICML 2025 Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule ICML 2025 MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space ICML 2024 SciMind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences ACL 2024 Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks ICLR 2024