Lyu, Yiwei

14 publications

TMLR 2026 Towards Scalable Language-Image Pre-Training for 3D Medical Imaging Chenhui Zhao, Yiwei Lyu, Asadur Zaman Chowdury, Edward S Harake, Akhil Kondepudi, Akshay T Rao, Xinhai Hou, Honglak Lee, Todd C Hollon

AAAI 2025 Step-Calibrated Diffusion for Biomedical Optical Image Restoration Yiwei Lyu, Sung Jik Cha, Cheng Jiang, Asadur Zaman Chowdury, Xinhai Hou, Edward S. Harake, Akhil Kondepudi, Christian W. Freudiger, Honglak Lee, Todd C. Hollon

NeurIPSW 2024 A Self-Supervised Framework for Learning Whole Slide Representations Xinhai Hou, Cheng Jiang, Akhil Kondepudi, Yiwei Lyu, Asadur Zaman Chowdury, Honglak Lee, Todd C Hollon

NeurIPSW 2024 An Empirical Study of CLIP Fine-Tuning with Similarity Clusters Shixuan Liu, Yiwei Lyu, Honglak Lee, Todd C Hollon

CVPRW 2024 Super-Resolution of Biomedical Volumes with 2D Supervision Cheng Jiang, Alexander Gedeon, Yiwei Lyu, Eric Landgraf, Yufeng Zhang, Xinhai Hou, Akhil Kondepudi, Asadur Chowdury, Honglak Lee, Todd C. Hollon

TMLR 2023 High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning Paul Pu Liang, Yiwei Lyu, Xiang Fan, Jeffrey Tsaw, Yudong Liu, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Russ Salakhutdinov

ICLR 2023 MultiViz: Towards Visualizing and Understanding Multimodal Models Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov

MLOSS 2023 MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov

NeurIPSW 2023 Reasoning About Action Preconditions with Programs Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee

AAAI 2023 Risk-Aware Decentralized Safe Control via Dynamic Responsibility Allocation (Student Abstract) Yiwei Lyu, Wenhao Luo, John M. Dolan

AAAI 2023 Safe Interactive Autonomy for Multi-Agent Systems Yiwei Lyu

NeurIPSW 2023 TOD-Flow: Modeling the Structure of Task-Oriented Dialogues Sungryull Sohn, Yiwei Lyu, Anthony Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee

AAAI 2023 Tackling Safe and Efficient Multi-Agent Reinforcement Learning via Dynamic Shielding (Student Abstract) Wenli Xiao, Yiwei Lyu, John M. Dolan

AAAI 2022 Adaptive Safe Behavior Generation for Heterogeneous Autonomous Vehicles Using Parametric-Control Barrier Functions (Student Abstract) Yiwei Lyu, Wenhao Luo, John M. Dolan