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Hongyan Li

14 papers · 2018–2025 · 8 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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+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (37) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (74) πŸ“ˆ Trend Setter 🌈 Renaissance Researcher (5) πŸ’Ž Century Club Β· Bronze ⚑ Prolific Year Β· Productive πŸš€ Conference Pioneer

Venues

IJCAI (6) ICLR (2) AAAI (1) ACL (1) ACML (1) EMNLP (1) ICCV (1) NeurIPS (1)

Top co-authors

Shenda Hong (9) Junyuan Shang (3) Jimeng Sun (3) Cao Xiao (3) Tengfei Ma (3) Chenxi Sun (3) Ling Yang (2) Moxian Song (2) Yuxi Zhou (2) Derun Cai (2)

Research topics

Machine Learning (10) Deep Learning (8) Artificial Intelligence (7) Core AI (7) Architectures (6) Core Methods (5) Learning Types (5) Data Science & Analytics (3) Healthcare & Medicine (3) Clinical (3) Learning Paradigms (3) Methods (3) Computer Vision (2) Application Areas (2) Models (2)

Keywords

contrastive learning (2) diffusion model (2) knowledge graph (2) representation learning (2) electronic health record (2) transfer learning (1) medical imaging (1) few-shot learning (1) self-supervised learning (1) video generation (1) reinforcement learning (1) attention mechanism (1) knowledge distillation (1) data augmentation (1) code generation (1) structure learning (1) multimodal learning (1) flow matching (1) cross-modal representation (1) prompt engineering (1)

Papers

CodeContests+: High-Quality Test Case Generation for Competitive Programming EMNLP 2025 Preacher: Paper-to-Video Agentic System ICCV 2025 Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model ICLR 2025 Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives ACL 2025 T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models IJCAI 2025 Retrieval-Augmented Diffusion Models for Time Series Forecasting NeurIPS 2024 TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series ICLR 2024 Hypergraph Structure Learning for Hypergraph Neural Networks IJCAI 2022 TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data IJCAI 2021 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019 K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection IJCAI 2019 MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals IJCAI 2019 RDPD: Rich Data Helps Poor Data via Imitation IJCAI 2019 Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018