Jialu Wu

4 papers · 2023–2025 · 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 · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AAAI (1) IJCAI (1)

Top co-authors

Jian Wu (4) Yiheng Zhu (4) Tingjun Hou (3) Jiahuan Yan (2) Mingze Yin (2) Mingyang Li (2) Chang-Yu Hsieh (2) Zheng Wang (2) Wei Wu (2) Ben Liao (1)

Research topics

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

Keywords

protein language model (2) drug discovery (2) diverse sampling (1) markov chain (1) protein sequence (1) protein design (1) contrastive divergence (1) generative model (1) diffusion model (1) normalizing flow (1) markov bridge (1) diffusion bridge (1) generative flow network (1) molecular design (1) molecular generation (1) antibody design (1) generative diffusion model (1) pareto front (1) multi-objective bayesian optimization (1) molecular graph generation (1)

Papers

Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025 Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NeurIPS 2024 MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation IJCAI 2023 Sample-efficient Multi-objective Molecular Optimization with GFlowNets NeurIPS 2023