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Soon Hoe Lim

Noisy Recurrent Neural Networks
2021 · Lim, Soon Hoe, Erichson, N. Benjamin, et al. · arXiv (Cornell University) · 33
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NoisyMix: Boosting Model Robustness to Common Corruptions
2022 · Erichson, N. Benjamin, Lim, Soon Hoe, et al. · arXiv (Cornell University) · 29
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Noisy Feature Mixup
2021 · Lim, Soon Hoe, Erichson, N. Benjamin, et al. · arXiv (Cornell University) · 25
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Lindblad model of quantum Brownian motion
2016 · Aniello Lampo, Soon Hoe Lim, et al. · Physical Review A · 25
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Functionals in stochastic thermodynamics: how to interpret stochastic integrals
2019 · Stefano Bo, Soon Hoe Lim, et al. · Journal of Statistical Mechanics Theory and Experiment · 23
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Tuning Frequency Bias of State Space Models
2024 · Yu, Annan, Lyu, Dongwei, et al. · arXiv (Cornell University) · 17
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Homogenization for a Class of Generalized Langevin Equations with an Application to Thermophoresis
2018 · Soon Hoe Lim, Jan Wehr · Journal of Statistical Physics · 16
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Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
2024 · Lim, Soon Hoe, Wang, Yijin, et al. · arXiv (Cornell University) · 11
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Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory
2020 · Lim, Soon Hoe · arXiv (Cornell University) · 11
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Gated Recurrent Neural Networks with Weighted Time-Delay Feedback
2022 · Erichson, N. Benjamin, Lim, Soon Hoe, et al. · arXiv (Cornell University) · 9
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A Kinetic Energy Perspective of Flow Matching
2026 · Li, Ziyun, Hu, Huancheng, et al. · arXiv (Cornell University) · 8
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Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
2022 · Lim, Soon Hoe, Wan, Yijun, et al. · arXiv (Cornell University) · 8
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Sharpen Your Flow: Sharpness-Aware Sampling for Flow Matching
2026 · Gupta, Aditi, Lim, Soon Hoe, et al. · arXiv (Cornell University) · 5
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Is Flow Matching Just Trajectory Replay for Sequential Data?
2026 · Lim, Soon Hoe, Lin, Shizheng, et al. · arXiv (Cornell University) · 4
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Anomalous thermodynamics in homogenized generalized Langevin systems
2021 · Soon Hoe Lim · Journal of Physics A Mathematical and Theoretical · 4
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Stochastic Processes: From Classical to Quantum
2024 · Lim, Soon Hoe · arXiv (Cornell University) · 2
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AREX: Affine-Residual Exponential Integrator for Few-Step Sampling in Flow Matching
2026 · Lin, Shizheng, Lim, Soon Hoe, et al. · arXiv (Cornell University) · 1
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Variational Streaming Flow: Probabilistic Forecasting in Physical Time
2026 · Hsu, Hans Hao-Hsun, Gwak, Minseon, et al. · arXiv (Cornell University) · 1
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Coarse-Graining Optimal Transport for Rollout-Free Post-Training of Flow Matching
2026 · Lim, Soon Hoe, Gupta, Aditi, et al. · arXiv (Cornell University)
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Modeling the El Niño Southern Oscillation with Neural Differential Equations
2021 · L. T. Giorgini, Soon Hoe Lim, et al. · KTH Publication Database DiVA (KTH Royal Institute of Technology)
A Note on Homogenization of Dynamics and Functionals of Generalized Langevin Systems
2019 · Soon Hoe Lim · arXiv (Cornell University)
Effective Dynamics of Open Systems in Non-Equilibrium Statistical Mechanics
2018 · Soon Hoe Lim · UA Campus Repository (The University of Arizona)
Works count: 24
Citation count: 243
H-index: 10
I10-index: 10
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