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ORCIDYihong Wu 0001
Person information
- affiliation: Yale University, New Haven, CT, USA
- affiliation (former): University of Illinois at Urbana-Champaign, IL, USA
Other persons with the same name
- Yihong Wu — disambiguation page
- Yihong Wu 0002
![[0000-0003-2198-9113]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-2198-9113")
— Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, Beijing, China - Yihong Wu 0003 — Zhejiang University, State Key Lab of CAD&CG, China
- Yihong Wu 0004 — University of Southampton, Vision, Learning and Control Research Group, School of Electronics and Computer Science, UK
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2020 – today
- 2024
[j31]Yufan Li, Zhou Fan, Subhabrata Sen, Yihong Wu:
Random Linear Estimation With Rotationally-Invariant Designs: Asymptotics at High Temperature. IEEE Trans. Inf. Theory 70(3): 2118-2153 (2024)- [c40]Yanjun Han, Tianze Jiang, Yihong Wu:
Prediction from compression for models with infinite memory, with applications to hidden Markov and renewal processes. COLT 2024: 2270-2307 - [c39]Leon Lufkin, Yihong Wu, Jiaming Xu:
Sharp Information-Theoretic Thresholds for Shuffled Linear Regression. ISIT 2024: 363-367 - [i48]Yun Ma, Yihong Wu, Pengkun Yang:
On the best approximation by finite Gaussian mixtures. CoRR abs/2404.08913 (2024) - [i47]Yanjun Han, Tianze Jiang, Yihong Wu:
Prediction from compression for models with infinite memory, with applications to hidden Markov and renewal processes. CoRR abs/2404.15454 (2024) - 2023
- [j30]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations I Algorithm and Gaussian Analysis. Found. Comput. Math. 23(5): 1511-1565 (2023) - [j29]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations II. Found. Comput. Math. 23(5): 1567-1617 (2023) - [j28]Yanjun Han, Soham Jana, Yihong Wu:
Optimal Prediction of Markov Chains With and Without Spectral Gap. IEEE Trans. Inf. Theory 69(6): 3920-3959 (2023) - [c38]Zeyu Jia, Yury Polyanskiy, Yihong Wu:
Entropic characterization of optimal rates for learning Gaussian mixtures. COLT 2023: 4296-4335 - [c37]Soham Jana, Yury Polyanskiy, Anzo Z. Teh, Yihong Wu:
Empirical Bayes via ERM and Rademacher complexities: the Poisson model. COLT 2023: 5199-5235 - [c36]Yufan Li, Zhou Fan, Subhabrata Sen, Yihong Wu:
Random linear estimation with rotationally-invariant designs: Asymptotics at high temperature. ISIT 2023: 156-161 - [c35]Yun Ma, Yihong Wu, Pengkun Yang:
On the best approximation by finite Gaussian mixtures. ISIT 2023: 2619-2624 - [c34]Cheng Mao, Yihong Wu, Jiaming Xu, Sophie H. Yu:
Random Graph Matching at Otter's Threshold via Counting Chandeliers. STOC 2023: 1345-1356 - [i46]Zeyu Jia, Yury Polyanskiy, Yihong Wu:
Entropic characterization of optimal rates for learning Gaussian mixtures. CoRR abs/2306.12308 (2023) - 2022
- [j27]Yihong Wu, Jiaming Xu, Sophie H. Yu:
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. IEEE Trans. Inf. Theory 68(8): 5391-5417 (2022) - [c33]Haoyu Wang, Yihong Wu, Jiaming Xu, Israel Yolou:
Random Graph Matching in Geometric Models: the Case of Complete Graphs. COLT 2022: 3441-3488 - [i45]Cheng Mao, Yihong Wu, Jiaming Xu, Sophie H. Yu:
Random graph matching at Otter's threshold via counting chandeliers. CoRR abs/2209.12313 (2022) - [i44]Yufan Li, Zhou Fan, Subhabrata Sen, Yihong Wu:
Random linear estimation with rotationally-invariant designs: Asymptotics at high temperature. CoRR abs/2212.10624 (2022) - 2021
- [j26]Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang:
Consistent Recovery Threshold of Hidden Nearest Neighbor Graphs. IEEE Trans. Inf. Theory 67(8): 5211-5229 (2021) - [c32]Yihong Wu, Jiaming Xu, Sophie H. Yu:
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. ISIT 2021: 2714-2719 - [c31]Yanjun Han, Soham Jana, Yihong Wu:
Optimal prediction of Markov chains with and without spectral gap. NeurIPS 2021: 11233-11246 - [i43]Yihong Wu, Jiaming Xu, Sophie H. Yu:
Settling the Sharp Reconstruction Thresholds of Random Graph Matching. CoRR abs/2102.00082 (2021) - [i42]Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang:
The planted matching problem: Sharp threshold and infinite-order phase transition. CoRR abs/2103.09383 (2021) - [i41]Yihong Wu, Pengkun Yang:
Polynomial methods in statistical inference: theory and practice. CoRR abs/2104.07317 (2021) - [i40]Zhou Fan, Yihong Wu:
The replica-symmetric free energy for Ising spin glasses with orthogonally invariant couplings. CoRR abs/2105.02797 (2021) - [i39]Yury Polyanskiy, Yihong Wu:
Sharp regret bounds for empirical Bayes and compound decision problems. CoRR abs/2109.03943 (2021) - 2020
- [j25]Yihong Wu, Pengkun Yang:
Polynomial Methods in Statistical Inference: Theory and Practice. Found. Trends Commun. Inf. Theory 17(4): 402-586 (2020) - [j24]Vivek Kumar Bagaria, Jian Ding, David Tse, Yihong Wu, Jiaming Xu:
Hidden Hamiltonian Cycle Recovery via Linear Programming. Oper. Res. 68(1): 53-70 (2020) - [j23]Devavrat Shah, Guy Bresler, John C. Duchi, Po-Ling Loh, Yihong Wu, Christina Lee Yu:
Editorial. IEEE J. Sel. Areas Inf. Theory 1(3): 612 (2020) - [c30]Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang:
Consistent recovery threshold of hidden nearest neighbor graphs. COLT 2020: 1540-1553 - [c29]Soham Jana, Yury Polyanskiy, Yihong Wu:
Extrapolating the profile of a finite population. COLT 2020: 2011-2033 - [c28]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations: Algorithm and Theory. ICML 2020: 2985-2995 - [i38]Natalie Doss, Yihong Wu, Pengkun Yang, Harrison H. Zhou:
Optimal estimation of high-dimensional Gaussian mixtures. CoRR abs/2002.05818 (2020) - [i37]Soham Jana, Yury Polyanskiy, Yihong Wu:
Extrapolating the profile of a finite population. CoRR abs/2005.10561 (2020) - [i36]Cheng Mao, Yihong Wu:
Learning Mixtures of Permutations: Groups of Pairwise Comparisons and Combinatorial Method of Moments. CoRR abs/2009.06784 (2020)
2010 – 2019
- 2019
- [i35]Yury Polyanskiy, Yihong Wu:
Dualizing Le Cam's method, with applications to estimating the unseens. CoRR abs/1902.05616 (2019) - [i34]Yi Hao, Alon Orlitsky, Ananda Theertha Suresh, Yihong Wu:
Data Amplification: A Unified and Competitive Approach to Property Estimation. CoRR abs/1904.00070 (2019) - [i33]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations I: The Gaussian Model. CoRR abs/1907.08880 (2019) - [i32]Zhou Fan, Cheng Mao, Yihong Wu, Jiaming Xu:
Spectral Graph Matching and Regularized Quadratic Relaxations II: Erdős-Rényi Graphs and Universality. CoRR abs/1907.08883 (2019) - [i31]Yihong Wu, Harrison H. Zhou:
Randomly initialized EM algorithm for two-component Gaussian mixture achieves near optimality in O(√n) iterations. CoRR abs/1908.10935 (2019) - [i30]Jian Ding, Yihong Wu, Jiaming Xu, Dana Yang:
Consistent recovery threshold of hidden nearest neighbor graphs. CoRR abs/1911.08004 (2019) - 2018
- [j22]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Recovering a hidden community beyond the Kesten-Stigum threshold in O(|E|log*|V|) time. J. Appl. Probab. 55(2): 325-352 (2018) - [j21]Kiryung Lee, Yihong Wu, Yoram Bresler:
Near-Optimal Compressed Sensing of a Class of Sparse Low-Rank Matrices Via Sparse Power Factorization. IEEE Trans. Inf. Theory 64(3): 1666-1698 (2018) - [j20]Flávio du Pin Calmon, Yury Polyanskiy, Yihong Wu:
Strong Data Processing Inequalities for Input Constrained Additive Noise Channels. IEEE Trans. Inf. Theory 64(3): 1879-1892 (2018) - [j19]Ashok Vardhan Makkuva, Yihong Wu:
Equivalence of Additive-Combinatorial Linear Inequalities for Shannon Entropy and Differential Entropy. IEEE Trans. Inf. Theory 64(5): 3579-3589 (2018) - [c27]Yi Hao, Alon Orlitsky, Ananda Theertha Suresh, Yihong Wu:
Data Amplification: A Unified and Competitive Approach to Property Estimation. NeurIPS 2018: 8848-8857 - [c26]Yanjun Han, Jiantao Jiao, Chuan-Zheng Lee, Tsachy Weissman, Yihong Wu, Tiancheng Yu:
Entropy Rate Estimation for Markov Chains with Large State Space. NeurIPS 2018: 9803-9814 - [i29]T. Tony Cai, Yihong Wu:
Statistical and Computational Limits for Sparse Matrix Detection. CoRR abs/1801.00518 (2018) - [i28]Yanjun Han, Jiantao Jiao, Chuan-Zheng Lee, Tsachy Weissman, Yihong Wu, Tiancheng Yu:
Entropy Rate Estimation for Markov Chains with Large State Space. CoRR abs/1802.07889 (2018) - [i27]Vivek Kumar Bagaria, Jian Ding, David Tse, Yihong Wu, Jiaming Xu:
Hidden Hamiltonian Cycle Recovery via Linear Programming. CoRR abs/1804.05436 (2018) - [i26]Yihong Wu, Jiaming Xu:
Statistical Problems with Planted Structures: Information-Theoretical and Computational Limits. CoRR abs/1806.00118 (2018) - [i25]Yury Polyanskiy, Yihong Wu:
Application of information-percolation method to reconstruction problems on graphs. CoRR abs/1806.04195 (2018) - [i24]Jian Ding, Zongming Ma, Yihong Wu, Jiaming Xu:
Efficient random graph matching via degree profiles. CoRR abs/1811.07821 (2018) - 2017
- [j18]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Submatrix localization via message passing. J. Mach. Learn. Res. 18: 186:1-186:52 (2017) - [j17]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Information Limits for Recovering a Hidden Community. IEEE Trans. Inf. Theory 63(8): 4729-4745 (2017) - [c25]Yury Polyanskiy, Ananda Theertha Suresh, Yihong Wu:
Sample complexity of population recovery. COLT 2017: 1589-1618 - [i23]Yury Polyanskiy, Ananda Theertha Suresh, Yihong Wu:
Sample complexity of population recovery. CoRR abs/1702.05574 (2017) - [i22]Yanjun Han, Jiantao Jiao, Tsachy Weissman, Yihong Wu:
Optimal rates of entropy estimation over Lipschitz balls. CoRR abs/1711.02141 (2017) - 2016
- [j16]Yury Polyanskiy, Yihong Wu:
Dissipation of Information in Channels With Input Constraints. IEEE Trans. Inf. Theory 62(1): 35-55 (2016) - [j15]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming. IEEE Trans. Inf. Theory 62(5): 2788-2797 (2016) - [j14]Yihong Wu, Pengkun Yang:
Minimax Rates of Entropy Estimation on Large Alphabets via Best Polynomial Approximation. IEEE Trans. Inf. Theory 62(6): 3702-3720 (2016) - [j13]Yury Polyanskiy, Yihong Wu:
Wasserstein Continuity of Entropy and Outer Bounds for Interference Channels. IEEE Trans. Inf. Theory 62(7): 3992-4002 (2016) - [j12]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions. IEEE Trans. Inf. Theory 62(10): 5918-5937 (2016) - [c24]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Semidefinite Programs for Exact Recovery of a Hidden Community. COLT 2016: 1051-1095 - [c23]Ashok Vardhan Makkuva, Yihong Wu:
On additive-combinatorial affine inequalities for Shannon entropy and differential entropy. ISIT 2016: 1053-1057 - [c22]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Information limits for recovering a hidden community. ISIT 2016: 1894-1898 - [c21]Yury Polyanskiy, Yihong Wu:
Converse bounds for interference channels via coupling and proof of Costa's conjecture. ISIT 2016: 2209-2213 - [i21]Ashok Vardhan Makkuva, Yihong Wu:
On additive-combinatorial affine inequalities for Shannon entropy and differential entropy. CoRR abs/1601.07498 (2016) - [i20]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Semidefinite Programs for Exact Recovery of a Hidden Community. CoRR abs/1602.06410 (2016) - 2015
- [j11]Yihong Wu, Shlomo Shamai (Shitz), Sergio Verdú:
Information Dimension and the Degrees of Freedom of the Interference Channel. IEEE Trans. Inf. Theory 61(1): 256-279 (2015) - [j10]Zongming Ma, Yihong Wu:
Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms. IEEE Trans. Inf. Theory 61(12): 6939-6956 (2015) - [c20]Yihong Wu, Jiaming Xu, Bruce E. Hajek:
Achieving exact cluster recovery threshold via semidefinite programming under the stochastic block model. ACSSC 2015: 1070-1074 - [c19]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Computational Lower Bounds for Community Detection on Random Graphs. COLT 2015: 899-928 - [c18]Yihong Wu, Pengkun Yang:
Optimal entropy estimation on large alphabets via best polynomial approximation. ISIT 2015: 824-828 - [c17]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving exact cluster recovery threshold via semidefinite programming. ISIT 2015: 1442-1446 - [c16]Flávio P. Calmon, Yury Polyanskiy, Yihong Wu:
Strong data processing inequalities in power-constrained Gaussian channels. ISIT 2015: 2558-2562 - [c15]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Exact recovery threshold in the binary censored block model. ITW Fall 2015: 99-103 - [i19]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions. CoRR abs/1502.07738 (2015) - [i18]Yury Polyanskiy, Yihong Wu:
Wasserstein continuity of entropy and outer bounds for interference channels. CoRR abs/1504.04419 (2015) - [i17]Yury Polyanskiy, Yihong Wu:
A note on the strong data-processing inequalities in Bayesian networks. CoRR abs/1508.06025 (2015) - [i16]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Information Limits for Recovering a Hidden Community. CoRR abs/1509.07859 (2015) - [i15]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Recovering a Hidden Community Beyond the Spectral Limit in O(|E|log*|V|) Time. CoRR abs/1510.02786 (2015) - [i14]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Submatrix localization via message passing. CoRR abs/1510.09219 (2015) - [i13]Flávio P. Calmon, Yury Polyanskiy, Yihong Wu:
Strong Data Processing Inequalities for Input Constrained Additive Noise Channels. CoRR abs/1512.06429 (2015) - 2014
- [j9]T. Tony Cai, Yihong Wu:
Optimal Detection of Sparse Mixtures Against a Given Null Distribution. IEEE Trans. Inf. Theory 60(4): 2217-2232 (2014) - [j8]Yury Polyanskiy, Yihong Wu:
Peak-to-Average Power Ratio of Good Codes for Gaussian Channel. IEEE Trans. Inf. Theory 60(12): 7655-7660 (2014) - [i12]Yury Polyanskiy, Yihong Wu:
Dissipation of information in channels with input constraints. CoRR abs/1405.3629 (2014) - [i11]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Computational Lower Bounds for Community Detection on Random Graphs. CoRR abs/1406.6625 (2014) - [i10]Yihong Wu, Pengkun Yang:
Minimax rates of entropy estimation on large alphabets via best polynomial approximation. CoRR abs/1407.0381 (2014) - [i9]Bruce E. Hajek, Yihong Wu, Jiaming Xu:
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming. CoRR abs/1412.6156 (2014) - 2013
- [c14]T. Tony Cai, Zongming Ma, Yihong Wu:
Recent results on sparse principle component analysis. CAMSAP 2013: 181-183 - [c13]Alexandr Andoni, Huy L. Nguyên, Yury Polyanskiy, Yihong Wu:
Tight Lower Bound for Linear Sketches of Moments. ICALP (1) 2013: 25-32 - [c12]Zongming Ma, Yihong Wu:
Volume ratio, sparsity, and minimaxity under unitarily invariant norms. ISIT 2013: 1027-1031 - [i8]Yury Polyanskiy, Yihong Wu:
Peak-to-average power ratio of good codes for Gaussian channel. CoRR abs/1302.0084 (2013) - [i7]Zongming Ma, Yihong Wu:
Volume Ratio, Sparsity, and Minimaxity under Unitarily Invariant Norms. CoRR abs/1306.3609 (2013) - [i6]Alexandr Andoni, Huy L. Nguyen, Yury Polyanskiy, Yihong Wu:
Tight Lower Bound for Linear Sketches of Moments. CoRR abs/1306.6295 (2013) - [i5]Zongming Ma, Yihong Wu:
Computational Barriers in Minimax Submatrix Detection. CoRR abs/1309.5914 (2013) - [i4]Kiryung Lee, Yihong Wu, Yoram Bresler:
Near Optimal Compressed Sensing of Sparse Rank-One Matrices via Sparse Power Factorization. CoRR abs/1312.0525 (2013) - 2012
- [j7]Yihong Wu, Sergio Verdú:
Functional Properties of Minimum Mean-Square Error and Mutual Information. IEEE Trans. Inf. Theory 58(3): 1289-1301 (2012) - [j6]Yihong Wu, Sergio Verdú:
Optimal Phase Transitions in Compressed Sensing. IEEE Trans. Inf. Theory 58(10): 6241-6263 (2012) - [c11]Erik Ordentlich, Marcelo J. Weinberger, Yihong Wu:
Piecewise constant prediction. ISIT 2012: 880-884 - [c10]Yihong Wu, Sergio Verdú:
Optimal phase transitions in compressed sensing with noisy measurements. ISIT 2012: 1638-1642 - [i3]T. Tony Cai, Yihong Wu:
Optimal Detection For Sparse Mixtures. CoRR abs/1211.2265 (2012) - 2011
- [j5]Dongning Guo, Yihong Wu, Shlomo Shamai (Shitz), Sergio Verdú:
Estimation in Gaussian Noise: Properties of the Minimum Mean-Square Error. IEEE Trans. Inf. Theory 57(4): 2371-2385 (2011) - [j4]Yihong Wu, Sergio Verdú:
MMSE Dimension. IEEE Trans. Inf. Theory 57(8): 4857-4879 (2011) - [j3]Yihong Wu, Dongning Guo, Sergio Verdú:
Derivative of Mutual Information at Zero SNR: The Gaussian-Noise Case. IEEE Trans. Inf. Theory 57(11): 7307-7312 (2011) - [c9]Yihong Wu, Sergio Verdú:
Witsenhausen's counterexample: A view from optimal transport theory. CDC/ECC 2011: 5732-5737 - [c8]Yihong Wu, Erik Ordentlich, Marcelo J. Weinberger:
Energy-optimized lossless compression: Rate-variability tradeoff. ISIT 2011: 958-962 - [c7]Yihong Wu, Shlomo Shamai, Sergio Verdú:
Degrees of freedom of the interference channel: A general formula. ISIT 2011: 1362-1366 - [i2]Yihong Wu, Sergio Verdú:
Optimal Phase Transitions in Compressed Sensing. CoRR abs/1111.6822 (2011) - 2010
- [j2]Yihong Wu, Sergio Verdú:
Rényi information dimension: fundamental limits of almost lossless analog compression. IEEE Trans. Inf. Theory 56(8): 3721-3748 (2010) - [c6]Yihong Wu, Sergio Verdú:
The impact of constellation cardinality on Gaussian channel capacity. Allerton 2010: 620-628 - [c5]Yihong Wu, Sergio Verdú:
Functional properties of MMSE. ISIT 2010: 1453-1457 - [c4]Yihong Wu, Sergio Verdú:
MMSE dimension. ISIT 2010: 1463-1467 - [i1]Dongning Guo, Yihong Wu, Shlomo Shamai, Sergio Verdú:
Estimation in Gaussian Noise: Properties of the Minimum Mean-Square Error. CoRR abs/1004.3332 (2010)
2000 – 2009
- 2009
- [j1]Yiqun Wu, Lin Zhang, Yihong Wu, Zhisheng Niu:
Motion-Indicated Interest Dissemination With Directional Antennas for Wireless Sensor Networks With Mobile Sinks. IEEE Trans. Veh. Technol. 58(2): 977-989 (2009) - [c3]Yihong Wu, Sergio Verdú:
Fundamental limits of almost lossless analog compression. ISIT 2009: 359-363 - 2008
- [c2]Kai Yang, Yihong Wu, Jianwei Huang, Xiaodong Wang, Sergio Verdú:
Distributed Robust Optimization for Communication Networks. INFOCOM 2008: 1157-1165 - 2006
- [c1]Yihong Wu, Lin Zhang, Yiqun Wu, Zhisheng Niu:
Interest dissemination with directional antennas for wireless sensor networks with mobile sinks. SenSys 2006: 99-111
Coauthor Index
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