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Yifei Shen

23 papers · 2020–2026 · 9 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🏃 Academic Marathon (5)
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🏆 Grand Slam 👑 Triple Crown 🤝 Dynamic Duo (13) 🔥 Unstoppable (6) 💎 Century Club (21) Prolific Year (5) 🗃️ Keyword Collector (78) The Questioner (4)

Conferences

NIPS (6) ICLR (5) AAAI (3) ICML (3) ACL (2) EACL (1) EMNLP (1) ICCV (1) UAI (1)

Papers

Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL EACL 2026 Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA ACL 2026 Large Multi-modal Models Can Interpret Features in Large Multi-modal Models ICCV 2025 SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025 How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension ICLR 2025 What Makes a Good Diffusion Planner for Decision Making? ICLR 2025 Habitizing Diffusion Planning for Efficient and Effective Decision Making ICML 2025 When Do LLMs Help With Node Classification? A Comprehensive Analysis ICML 2025 LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning EMNLP 2024 Training-free Multi-objective Diffusion Model for 3D Molecule Generation ICLR 2024 ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models NIPS 2024 Understanding and Improving Training-free Loss-based Diffusion Guidance NIPS 2024 Can Graph Learning Improve Planning in LLM-based Agents? NIPS 2024 CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling ICML 2023 ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation NIPS 2023 Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling AAAI 2023 SIMPLE: Specialized Model-Sample Matching for Domain Generalization ICLR 2023 Sparse Mixture-of-Experts are Domain Generalizable Learners ICLR 2023 Neural Piecewise-Constant Delay Differential Equations AAAI 2022 Invariant Information Bottleneck for Domain Generalization AAAI 2022 Recognizing Vector Graphics without Rasterization NIPS 2021 Reinforcement Learning Enhanced Explainer for Graph Neural Networks NIPS 2021 Complete Dictionary Learning via $\ell_p$-norm Maximization UAI 2020