Tinglin Huang

6 papers · 2023–2026 · 4 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 (16)

Venues

ICML (2) NeurIPS (2) ACL (1) EACL (1)

Top co-authors

Rex Ying (3) Wengong Jin (3) Justice Ou (2) Yilun Zhao (2) Zhenqiao Song (2) Yifei Shen (2) Mehrtash Babadi (1) Tianyu Liu (1) Lei Li (1) Ziyang Yu (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Healthcare & Medicine (3) Core AI (3) Machine Learning (2) Architectures (2) Clinical (2) Learning Types (2) Natural Language Processing (1) Core Methods (1) Generation (1) Learning Paradigms (1) Models (1) Optimization & Theory (1) Research (1)

Keywords

electronic health record (2) benchmark evaluation (1) transfer learning (1) flow matching (1) protein design (1) bilevel optimization (1) generative model (1) state space model (1) frame averaging (1) retrieval-augmented generation (1) molecule property prediction (1) negative transfer (1) joint distribution (1) equivariant transformer (1) contact map prediction (1) healthcare analytics (1) graph neural network (1) clinical text processing (1) medical reasoning (1) geometric information (1)

Papers

Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA ACL 2026 Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL EACL 2026 Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching ICML 2025 Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer NeurIPS 2024 SurfPro: Functional Protein Design Based on Continuous Surface ICML 2024 Learning to Group Auxiliary Datasets for Molecule NeurIPS 2023