Yiwei Lyu

14 papers · 2021–2026 · 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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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Keyword Champion (2) 🗃️ Keyword Collector (66) 📈 Trend Setter 🌈 Renaissance Researcher (6) 🔥 Unstoppable · Bronze ⚡ Prolific Year · Productive 💎 Century Club · Bronze

Venues

AAAI (5) ACL (2) NAACL (2) CVPR (1) EMNLP (1) ICLR (1) JMLR (1) RSS (1)

Top co-authors

Honglak Lee (5) Ruslan Salakhutdinov (4) Paul Pu Liang (4) Louis-Philippe Morency (4) Wenhao Luo (3) John M. Dolan (3) Xiang Fan (2) Dong-Ki Kim (2) Lajanugen Logeswaran (2) Sungryull Sohn (2)

Research topics

Artificial Intelligence (11) Core AI (11) Deep Learning (4) Reinforcement Learning (4) Machine Learning (3) Natural Language Processing (3) Generation (3) Learning Types (3) Methods (3) Computer Vision (2) Robotics (2) Applications (2) Capabilities (2) Domain-Specific (2) Learning Paradigms (2)

Keywords

control barrier function (3) decentralized control (2) diffusion model (2) multi-robot coordination (2) text style transfer (2) representation learning (2) controllable generation (2) autonomous vehicle (2) safety guarantee (2) medical imaging (2) multi-agent system (2) text generation (2) language model (2) multimodal learning (1) syntactic parsing (1) style transfer (1) response generation (1) image restoration (1) benchmark evaluation (1) graph structure (1)

Papers

Learning complete and explainable visual representations from itemized text supervision CVPR 2026 Step-Calibrated Diffusion for Biomedical Optical Image Restoration AAAI 2025 Code Models are Zero-shot Precondition Reasoners NAACL 2024 Decentralized Multi-Robot Line-of-Sight Connectivity Maintenance under Uncertainty RSS 2024 Fine-grained Text Style Transfer with Diffusion-Based Language Models ACL 2023 MultiViz: Towards Visualizing and Understanding Multimodal Models ICLR 2023 MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning JMLR 2023 Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control ACL 2023 Risk-Aware Decentralized Safe Control via Dynamic Responsibility Allocation (Student Abstract) AAAI 2023 Safe Interactive Autonomy for Multi-Agent Systems AAAI 2023 Tackling Safe and Efficient Multi-Agent Reinforcement Learning via Dynamic Shielding (Student Abstract) AAAI 2023 TOD-Flow: Modeling the Structure of Task-Oriented Dialogues EMNLP 2023 Adaptive Safe Behavior Generation for Heterogeneous Autonomous Vehicles Using Parametric-Control Barrier Functions (Student Abstract) AAAI 2022 StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer NAACL 2021