YR
Yihui Ren
cs.LGcs.AIhep-excs.DCcs.CVnucl-exphysics.data-ancond-mat.stat-mechcs.PFphysics.ao-ph
On Valency
published · living versionsW_tgxjaq89·v2 · currentpublished
Track finding and particle identification performance with particle physics foundation models
with Shuhang Li, Haiwang Yu, Gabor Galgoczi, Yeonju Go +6
2 versions
Preprints & journals
42 papers in the corpus · 2014–2026LSVD: Loss-Aware Low-Rank Approximation for Efficient Low-Precision Vision-Language Models2606.00573v2 · Haiyu Wang, Yutong Wang, Leshu Li et al.2026 · 0 citationsarXiv
Diffusion model-based parameter estimation in dynamic power systems.42062568 · Zhu, Feiqin, Torbunov, Dmitrii, Jiang, Zhongjing et al.2026 · 3 citationsCommunications engineering. 2026;5(1)
LeJOT-AutoML: LLM-Driven Feature Engineering for Job Execution Time Prediction in Databricks Cost Optimization2603.07897v1 · Lizhi Ma, Yi-Xiang Hu, Yihui Ren et al.2026 · 0 citationsarXiv
Variable rate neural compression for sparse detector data.42028407 · Huang, Yi, Go, Yeonju, Huang, Jin et al.2026 · 1 citationPatterns (New York, N.Y.). 2026;7(3):101452
Parameter Inference and Uncertainty Quantification with Diffusion Models: Extending CDI to 2D Spatial Conditioning2601.17224v1 · Dmitrii Torbunov, Yihui Ren, Lijun Wu et al.2026 · 0 citationsarXiv
LeJOT: An Intelligent Job Cost Orchestration Solution for Databricks Platform2512.18266v1 · Lizhi Ma, Yi-Xiang Hu, Yuke Wang et al.2025 · 0 citationsarXiv
TPCpp-10M: Simulated proton-proton collisions in a time projection chamber for AI foundation models.41586069 · Li, Shuhang, Huang, Yi, Park, David et al.2026 · 0 citationsData in brief. 2026;64:112393
IE2Video: Adapting Pretrained Diffusion Models for Event-Based Video Reconstruction2512.05240v1 · Dmitrii Torbunov, Onur Okuducu, Yi Huang et al.2025 · 0 citationsarXiv
CGSim: A Simulation Framework for Large Scale Distributed Computing Environment2510.00822v1 · Sairam Sri Vatsavai, Raees Khan, Kuan-Chieh Hsu et al.2025 · 0 citationsarXiv
Data Management System Analysis for Distributed Computing Workloads2510.00828v1 · Kuan-Chieh Hsu, Sairam Sri Vatsavai, Ozgur O. Kilic et al.2025 · 1 citationarXiv
Machine Learning-Driven Predictive Resource Management in Complex Science Workflows2509.11512v2 · Tasnuva Chowdhury, Tadashi Maeno, Fatih Furkan Akman et al.2025 · 1 citationarXiv
FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics2508.14087v1 · David Park, Shuhang Li, Yi Huang et al.2025 · 1 citationarXiv
Towards an Introspective Dynamic Model of Globally Distributed Computing Infrastructures2506.19578v1 · Ozgur O. Kilic, David K. Park, Yihui Ren et al.2025 · 3 citationsCHEP 2024, EPJ Web of Conferences (EPJ WoC)
Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting2503.21588v1 · Guang Zhao, Xihaier Luo, Seungjun Lee et al.2025 · 0 citationsarXiv
Alternative Mixed Integer Linear Programming Optimization for Joint Job Scheduling and Data Allocation in Grid Computing2502.00261v1 · Shengyu Feng, Jaehyung Kim, Yiming Yang et al.2025 · 5 citationsarXiv
EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based Vision2412.02890v3 · Dmitrii Torbunov, Yihui Ren, Animesh Ghose et al.2024 · 8 citationsarXiv
Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling2412.01754v1 · Xihaier Luo, Samuel Lurvey, Yi Huang et al.2024 · 1 citationarXiv
AI Surrogate Model for Distributed Computing Workloads2410.07940v1 · David K. Park, Yihui Ren, Ozgur O. Kilic et al.2024 · 7 citationsarXiv
Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence2407.14560v1 · Shubha R. Kharel, Prashansa Mukim, Piotr Maj et al.2024 · 1 citationarXiv
Effectiveness of denoising diffusion probabilistic models for fast and high-fidelity whole-event simulation in high-energy heavy-ion experiments2406.01602v2 · Yeonju Go, Dmitrii Torbunov, Timothy Rinn et al.2024 · 7 citationsPhys.Rev.C 110 (2024) 3, 034912
Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction2404.06418v1 · Wei Xu, Derek Freeman DeSantis, Xihaier Luo et al.2024 · 1 citationarXiv
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks2401.11611v1 · Xihaier Luo, Wei Xu, Yihui Ren et al.2024 · 6 citationsarXiv
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data2310.15026v1 · Yi Huang, Yihui Ren, Shinjae Yoo et al.2023 · 4 citationsarXiv
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies2310.04610v2 · Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang et al.2023 · 8 citationsarXiv
Artificial Intelligence for the Electron Ion Collider (AI4EIC)2307.08593v1 · C. Allaire, R. Ammendola, E.-C. Aschenauer et al.2023 · 16 citationsarXiv
Transferable Graph Neural Fingerprint Models for Quick Response to Future Bio-Threats2308.01921v3 · Wei Chen, Yihui Ren, Ai Kagawa et al.2023 · 3 citationsarXiv
Unpaired Image Translation to Mitigate Domain Shift in Liquid Argon Time Projection Chamber Detector Responses2304.12858v4 · Yi Huang, Dmitrii Torbunov, Brett Viren et al.2023 · 2 citationsarXiv
UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation2303.16280v3 · Dmitrii Torbunov, Yi Huang, Huan-Hsin Tseng et al.2023 · 4 citationsarXiv
Perturbative methods for mostly monotonic probabilistic satisfiability problems2206.03550v1 · Stephen Eubank, Madhurima Nath, Yihui Ren et al.2022 · 0 citationsarXiv
Smart sensors using artificial intelligence for on-detector electronics and ASICs2204.13223v1 · Gabriella Carini, Grzegorz Deptuch, Jennet Dickinson et al.2022 · 5 citationsarXiv
DUNE Software and High Performance Computing2203.06104v1 · Bonnie Fleming, Kyle Knoepfel, Meifeng Lin et al.2022 · 1 citationarXiv
Solving Simulation Systematics in and with AI/ML2203.06112v1 · Brett Viren, Jin Huang, Yi Huang et al.2022 · 0 citationsarXiv
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation2203.02557v3 · Dmitrii Torbunov, Yi Huang, Haiwang Yu et al.2022 · 198 citationsarXiv
A Bayesian Deep Learning Approach to Near-Term Climate Prediction2202.11244v1 · Xihaier Luo, Balasubramanya T. Nadiga, Yihui Ren et al.2022 · 18 citationsarXiv
A Deep Finite Difference Emulator for the Fast Simulation of Coupled Viscous Burgers' Equation2202.11588v1 · Xihaier Luo, Yihui Ren, Wei Xu et al.2022 · 0 citationsarXiv
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder2111.05423v1 · Yi Huang, Yihui Ren, Shinjae Yoo et al.2021 · 9 citationsarXiv
Feature Importance in a Deep Learning Climate Emulator2108.13203v1 · Wei Xu, Xihaier Luo, Yihui Ren et al.2021 · 3 citationsarXiv
Data analysis and modeling pipelines for controlled networked social science experiments.33232347 · Cedeno-Mieles, Vanessa, Hu, Zhihao, Ren, Yihui et al.2021 · 3 citationsPloS one. 2020;15(11):e0242453
Performance Analysis of Deep Learning Workloads on Leading-edge Systems1905.08764v2 · Yihui Ren, Shinjae Yoo, Adolfy Hoisie2019 · 28 citationsarXiv
Determining whether a class of random graphs is consistent with an observed contact network.29289606 · Nath, Madhurima, Ren, Yihui, Khorramzadeh, Yasamin et al.2019 · 6 citationsJournal of theoretical biology. 2018;440:121-132
From network reliability to the Ising model: A parallel scheme for estimating the joint density of states.27841505 · Ren, Yihui, Eubank, Stephen, Nath, Madhurima2018 · 13 citationsPhysical review. E. 2016;94(4-1):042125
Predicting commuter flows in spatial networks using a radiation model based on temporal ranges.25373437 · Ren, Yihui, Ercsey-Ravasz, Mária, Wang, Pu et al.2015 · 177 citationsNature communications. 2014;5:5347
Career total: 85 works. 42 are in this corpus.
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