QS
Qifan Song
cs.LGstat.MLheat therapymath.STstat.THstat.MEcs.AIperipheral artery diseaseskeletal muscleHot Temperature
On Valency
published · living versionsW_ggv7av33·v1 · currentpublished
On the Order of Privacy and Smoothing in Functional Mean Estimation
with Haotian Chen, Yu-Wei Chen, Jordan Awan
1 version
W_y6sxdjsj·v1published
Preprints & journals
51 papers in the corpus · 2013–2026Divergence based Ranked Preference Alignment for LLMs2610.25588v1 · Rajdeep Haldar, Yue Xing, Qifan Song2026 · 0 citationsarXivon Valency
Task-Tailored Pre-Processing: Fair Downstream Supervised Learning.42208033 · Sohn, Jinwon, Song, Qifan, Lin, Guang2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):12458-12471
Plantar Foot Microvascular Reactivity and Oxygenation in Type 2 Diabetes and Peripheral Artery Disease: An Exploratory Study.42522776 · Gallo, Josi, Miller, Allison, Chan, Emily et al.2026 · 0 citationsMicrocirculation (New York, N.Y. : 1994). 2026;33(6):e70078
SQS: Bayesian DNN Compression through Sparse Quantized Sub-distributions2510.08999v2 · Ziyi Wang, Nan Jiang, Guang Lin et al.2025 · 0 citationsarXiv
Feasibility of unsupervised, home-based leg heat therapy in older adults: a pilot, sham-controlled trial.40748694 · Ro, Bohyun, Castanhas, Luiza G, Crenshaw, Fiona et al.2025 · 5 citationsJournal of applied physiology (Bethesda, Md. : 1985). 2025;139(3):668-684
A New Paradigm for Generative Adversarial Networks based on Randomized Decision Rules.40276523 · Kim, Sehwan, Song, Qifan, Liang, Faming2026 · 1 citationStatistica Sinica. 2025;35(2):897-918
LLM Safety Alignment is Divergence Estimation in Disguise2502.00657v3 · Rajdeep Haldar, Ziyi Wang, Qifan Song et al.2025 · 0 citationsarXiv
Parallelly Tempered Generative Adversarial Nets: Toward Stabilized Gradients2411.11786v2 · Jinwon Sohn, Qifan Song2024 · 0 citationsarXiv
Adversarial Vulnerability as a Consequence of On-Manifold Inseparibility2410.06921v1 · Rajdeep Haldar, Yue Xing, Qifan Song et al.2024 · 0 citationsarXiv
Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory2407.06935v1 · Jiajun Liang, Qian Zhang, Wei Deng et al.2024 · 3 citationsarXiv
Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability2403.03967v2 · Rajdeep Haldar, Yue Xing, Qifan Song2024 · 0 citationsarXiv
Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data2402.00743v2 · Yue Xing, Xiaofeng Lin, Chenheng Xu et al.2024 · 0 citationsarXiv
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective2401.15248v1 · Yue Xing, Xiaofeng Lin, Qifan Song et al.2024 · 0 citationsarXiv
Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes2311.05866v2 · Jinwon Sohn, Qifan Song, Guang Lin2023 · 0 citationsarXiv
Enhancing Low-Precision Sampling via Stochastic Gradient Hamiltonian Monte Carlo2310.16320v2 · Ziyi Wang, Yujie Chen, Qifan Song et al.2023 · 0 citationsarXiv
Personalized Federated X -armed Bandit2310.16323v1 · Wenjie Li, Qifan Song, Jean Honorio2023 · 0 citationsarXiv
On Neural Network approximation of ideal adversarial attack and convergence of adversarial training2307.16099v1 · Rajdeep Haldar, Qifan Song2023 · 1 citationarXiv
Matrix Completion from General Deterministic Sampling Patterns2306.02283v1 · Hanbyul Lee, Rahul Mazumder, Qifan Song et al.2023 · 0 citationsarXiv
PyXAB -- A Python Library for -Armed Bandit and Online Blackbox Optimization Algorithms2303.04030v1 · Wenjie Li, Haoze Li, Jean Honorio et al.2023 · 0 citationsarXiv
Support Recovery in Sparse PCA with Non-Random Missing Data2302.01535v1 · Hanbyul Lee, Qifan Song, Jean Honorio2023 · 0 citationsarXiv
Federated X-Armed Bandit2205.15268v3 · Wenjie Li, Qifan Song, Jean Honorio et al.2022 · 3 citationsarXiv
Unlabeled Data Help: Minimax Analysis and Adversarial Robustness2202.06996v1 · Yue Xing, Qifan Song, Guang Cheng2022 · 1 citationarXiv
Neither Peristaltic Pulse Dynamic Compressions nor Heat Therapy Accelerate Glycogen Resynthesis after Intermittent Running.34107509 · Kim, Kyoungrae, Kargl, Christopher K, Ro, Bohyun et al.2021 · 10 citationsMedicine and science in sports and exercise. 2021;53(11):2425-2435
Learning Sparse Deep Neural Networks with a Spike-and-Slab Prior.34744226 · Sun, Yan, Song, Qifan, Liang, Faming2024 · 15 citationsStatistics & probability letters. 2022;180
Data-guided Treatment Recommendation with Feature Scores2108.04364v2 · Zhongyuan Chen, Ziyi Wang, Qifan Song et al.2021 · 2 citationsarXiv
Stochastic gradient Langevin dynamics with adaptive drifts.35559269 · Kim, Sehwan, Song, Qifan, Liang, Faming2023 · 15 citationsJournal of statistical computation and simulation. 2022;92(2):318-336
A Langevinized Ensemble Kalman Filter for Large-Scale Static and Dynamic Learning2105.05363v1 · Peiyi Zhang, Qifan Song, Faming Liang2021 · 1 citationarXiv
Consistent Sparse Deep Learning: Theory and Computation.36945326 · Sun, Yan, Song, Qifan, Liang, Faming2023 · 35 citationsJournal of the American Statistical Association. 2022;117(540):1981-1995
Acute effects of leg heat therapy on walking performance and cardiovascular and inflammatory responses to exercise in patients with peripheral artery disease.33369253 · Monroe, Jacob C, Song, Qifan, Emery, Michael S et al.2021 · 18 citationsPhysiological reports. 2021;8(24):e14650
Efficient Variational Inference for Sparse Deep Learning with Theoretical Guarantee2011.07439v1 · Jincheng Bai, Qifan Song, Guang Cheng2020 · 14 citationsarXiv
Heat therapy improves body composition and muscle function but does not affect capillary or collateral growth in a model of obesity and hindlimb ischemia.33180645 · Kim, Kyoungrae, Ro, Bohyun, Damen, Frederick W et al.2021 · 11 citationsJournal of applied physiology (Bethesda, Md. : 1985). 2021;130(2):355-368
Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors2010.12887v1 · Jincheng Bai, Qifan Song, Guang Cheng2020 · 4 citationsarXiv
Stochastic Gradient Langevin Dynamics Algorithms with Adaptive Drifts2009.09535v1 · Sehwan Kim, Qifan Song, Faming Liang2020 · 3 citationsarXiv
On the Generalization Properties of Adversarial Training2008.06631v2 · Yue Xing, Qifan Song, Guang Cheng2020 · 18 citationsarXiv
Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable Selection.34305153 · Song, Qifan, Sun, Yan, Ye, Mao et al.2021 · 23 citationsBiometrika. 2020;107(4):997-1004
Bayesian Shrinkage towards Sharp Minimaxity2004.05307v1 · Qifan Song2020 · 7 citationsarXiv
Predictive Power of Nearest Neighbors Algorithm under Random Perturbation2002.05304v1 · Yue Xing, Qifan Song, Guang Cheng2020 · 3 citationsarXiv
Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable Selection2002.02919v1 · Qifan Song, Yan Sun, Mao Ye et al.2020 · 4 citationsarXiv
Effects of repeated local heat therapy on skeletal muscle structure and function in humans.31971474 · Kim, Kyoungrae, Reid, Blake A, Casey, Caitlin A et al.2021 · 101 citationsJournal of applied physiology (Bethesda, Md. : 1985). 2020;128(3):483-492
Adaptive Variational Bayesian Inference for Sparse Deep Neural Network1910.04355v3 · Jincheng Bai, Qifan Song, Guang Cheng2019 · 1 citationarXiv
Benefit of Interpolation in Nearest Neighbor Algorithms1909.11720v1 · Yue Xing, Qifan Song, Guang Cheng2019 · 44 citationsarXiv
Heat therapy improves soleus muscle force in a model of ischemia-induced muscle damage.31161885 · Kim, Kyoungrae, Reid, Blake A, Ro, Bohyun et al.2020 · 23 citationsJournal of applied physiology (Bethesda, Md. : 1985). 2019;127(1):215-228
Impact of heat therapy on recovery after eccentric exercise in humans.30605396 · Kim, Kyoungrae, Kuang, Shihuan, Song, Qifan et al.2020 · 33 citationsJournal of applied physiology (Bethesda, Md. : 1985). 2019;126(4):965-976
Bayesian Fusion Estimation via t-Shrinkage1812.10594v1 · Qifan Song, Guang Cheng2018 · 11 citationsarXiv
Optimal False Discovery Control of Minimax Estimator1812.10013v3 · Qifan Song, Guang Cheng2018 · 1 citationarXiv
A Blockwise Consistency Method for Parameter Estimation of Complex Models.33833478 · Shi, Runmin, Liang, Faming, Song, Qifan et al.2024 · 2 citationsSankhya. Series B. [Methodological.]. 2018;80(1 Suppl):179-223
Statistical Optimality of Interpolated Nearest Neighbor Algorithms1810.02814v2 · Yue Xing, Qifan Song, Guang Cheng2018 · 7 citationsarXiv
Nearly optimal Bayesian Shrinkage for High Dimensional Regression1712.08964v2 · Qifan Song, Faming Liang2017 · 77 citationsarXiv
Heat therapy promotes the expression of angiogenic regulators in human skeletal muscle.27357800 · Kuhlenhoelter, Alisha M, Kim, Kyoungrae, Neff, Dustin et al.2017 · 74 citationsAmerican journal of physiology. Regulatory, integrative and comparative physiology. 2016;311(2):R377-91
A Bootstrap Metropolis-Hastings Algorithm for Bayesian Analysis of Big Data.29033469 · Liang, Faming, Kim, Jinsu, Song, Qifan2020 · 18 citationsTechnometrics : a journal of statistics for the physical, chemical, and engineering sciences. 2016;58(3):604-318
Career total: 87 works. 51 are in this corpus.Showing the 50 most recent.
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