Renjie Liao

Computer Science · Physical Sciences

35h-index6.0kcitations138works1.22yr avg
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Research Topics

Advanced Neural Network Applications(19), Autonomous Vehicle Technology and Safety(17), Advanced Graph Neural Networks(16), Domain Adaptation and Few-Shot Learning(15), Anomaly Detection Techniques and Applications(15)

Publications138 total

Stable Velocity: A Variance Perspective on Flow Matching
arXiv (Cornell University)·2026Open Access
Stable Velocity: A Variance Perspective on Flow Matching
ArXiv.org·2026Open Access
Scaling Generative Verifiers For Natural Language Mathematical Proof Verification And Selection
arXiv (Cornell University)·2025Open Access
TrajFlow: Multi-modal Motion Prediction via Flow Matching
2025
Data driven modeling and stability analysis for stochastic interconnected systems with uncertainties
Neurocomputing·2025Open Access
Temperature field of long-span stiff skeleton arch bridge subject to temperature variation
Structure and Infrastructure Engineering·2025· 1 cited
An Information-Theoretic Framework for Out-of-Distribution Generalization With Applications to Stochastic Gradient Langevin Dynamics
IEEE Transactions on Information Theory·2025· 2 cited
Score Augmentation for Diffusion Models
arXiv (Cornell University)·2025Open Access
Learning Latent Part-Whole Hierarchies for Point Clouds
International Journal of Computer Vision·2025
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation
2025· 5 cited
TrajFlow: Multi-modal Motion Prediction via Flow Matching
arXiv (Cornell University)·2025Open Access
LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion
2025· 1 cited
Leveraging MoE-Based Large Language Model for Zero-Shot Multi-Task Semantic Communication
2025
Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction
arXiv (Cornell University)·2025Open Access
RETRO SYNFLOW: Discrete Flow Matching for Accurate and Diverse Single-Step Retrosynthesis
arXiv (Cornell University)·2025Open Access
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
arXiv (Cornell University)·2025Open Access
Leveraging MoE-based Large Language Model for Zero-Shot Multi-Task Semantic Communication
arXiv (Cornell University)·2025Open Access
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation
arXiv (Cornell University)·2025Open Access
Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation
arXiv (Cornell University)·2025Open Access
Monitoring System Practices and Explorations in Heterogeneous AI Platforms
Innovative applications of AI.·2024· 1 cited
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Frequent Co-authors

Raquel Urtasun(28), Jiaya Jia(13), Richard S. Zemel(13), Sanja Fidler(6), Yuwen Xiong(6), Mengye Ren(5), Rui Hu(4), Xin Tao(4), Xiaojuan Qi(4), Min Bai(4), Ming Liang(3), Ruiyu Li(3), Sergio Casas(3), Lisa Zhang(3), Ethan Fetaya(3), Song Feng(2), Hongyun Gao(2), Jue Wang(2), Hengshuang Zhao(2), Ersin Yumer(2)