Shuheng Zhou

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 12

Top Topics

Measurement Matrix

Graphical Models

Missing Entries

Top Venues

Publications

Lvxue Li, Jiaqi Chen, Xinyu Lu, Yaojie Lu, Hongyu Lin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations. ACL (Findings) (2024)
Yanjiang Liu, Tianyun Zhong, Yaojie Lu, Hongyu Lin, Ben He, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification. ACL (Findings) (2024)
Yichun Zhao, Shuheng Zhou, Huijia Zhu
Probe Then Retrieve and Reason: Distilling Probing and Reasoning Capabilities into Smaller Language Models. LREC/COLING (2024)
Chunlei Xin, Yaojie Lu, Hongyu Lin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning. LREC/COLING (2024)
Shuheng Zhou
Debiasing and a local analysis for population clustering using semidefinite programming. CoRR (2024)
Shuheng Zhou
Semidefinite programming on population clustering: a global analysis. CoRR (2023)
Zhiyuan Ma, Jintao Du, Shuheng Zhou
Noise-Robust Training with Dynamic Loss and Contrastive Learning for Distantly-Supervised Named Entity Recognition. ACL (Findings) (2023)
Mariam Salloum, Daniel R. Jeske, Wenxiu Ma, Vagelis Papalexakis, Christian R. Shelton, Vassilis J. Tsotras, Shuheng Zhou
Developing an Interdisciplinary Data Science Program. SIGCSE (2021)
Roger Fan, Byoungwook Jang, Yuekai Sun, Shuheng Zhou
Precision Matrix Estimation with Noisy and Missing Data. AISTATS (2019)
Roger Fan, Byoungwook Jang, Yuekai Sun, Shuheng Zhou
Precision Matrix Estimation with Noisy and Missing Data. CoRR (2019)
Kristjan H. Greenewald, Seyoung Park, Shuheng Zhou, Alexander Giessing
Time-dependent spatially varying graphical models, with application to brain fMRI data analysis. NIPS (2017)
T.-H. Hubert Chan, Anupam Gupta, Bruce M. Maggs, Shuheng Zhou
On Hierarchical Routing in Doubling Metrics. ACM Trans. Algorithms 12 (4) (2016)
Mark Rudelson, Shuheng Zhou
Reconstruction From Anisotropic Random Measurements. IEEE Trans. Inf. Theory 59 (6) (2013)
Theodoros Tsiligkaridis, Alfred O. Hero III, Shuheng Zhou
On Convergence of Kronecker Graphical Lasso Algorithms. IEEE Trans. Signal Process. 61 (7) (2013)
Alfredo A. Kalaitzis, John D. Lafferty, Neil D. Lawrence, Shuheng Zhou
The Bigraphical Lasso. ICML (3) (2013)
Theodoros Tsiligkaridis, Alfred O. Hero III, Shuheng Zhou
Kronecker graphical lasso. SSP (2012)
Mark Rudelson, Shuheng Zhou
Reconstruction from Anisotropic Random Measurements. COLT (2012)
Shuheng Zhou, Philipp Rütimann, Min Xu, Peter Bühlmann
High-dimensional Covariance Estimation Based On Gaussian Graphical Models. J. Mach. Learn. Res. 12 (2011)
Mark Rudelson, Shuheng Zhou
Reconstruction from anisotropic random measurements CoRR (2011)
Shuheng Zhou, John D. Lafferty, Larry A. Wasserman
Time varying undirected graphs. Mach. Learn. 80 (2-3) (2010)
Satish Rao, Shuheng Zhou
Edge Disjoint Paths in Moderately Connected Graphs. SIAM J. Comput. 39 (5) (2010)
Shuheng Zhou
Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation. NIPS (2009)
Shuheng Zhou, Katrina Ligett, Larry A. Wasserman
Differential privacy with compression. ISIT (2009)
Shuheng Zhou, John D. Lafferty, Larry A. Wasserman
Compressed and Privacy-Sensitive Sparse Regression. IEEE Trans. Inf. Theory 55 (2) (2009)
Shuheng Zhou, John D. Lafferty, Larry A. Wasserman
Time Varying Undirected Graphs. COLT (2008)
Shuheng Zhou
Learning Balanced Mixtures of Discrete Distributions with Small Sample CoRR (2008)
Avrim Blum, Amin Coja-Oghlan, Alan M. Frieze, Shuheng Zhou
Separating Populations with Wide Data: A Spectral Analysis. ISAAC (2007)
Shuheng Zhou, John D. Lafferty, Larry A. Wasserman
Compressed Regression CoRR (2007)
Shuheng Zhou, John D. Lafferty, Larry A. Wasserman
Compressed Regression. NIPS (2007)
Kamalika Chaudhuri, Eran Halperin, Satish Rao, Shuheng Zhou
A rigorous analysis of population stratification with limited data. SODA (2007)
Satish Rao, Shuheng Zhou
Edge Disjoint Paths in Moderately Connected Graphs. ICALP (1) (2006)
Hubert Tsz-Hong Chan, Anupam Gupta, Bruce M. Maggs, Shuheng Zhou
On hierarchical routing in doubling metrics. SODA (2005)
Xiaolong Yang, Shuheng Zhou, Min Zhang, Xuefei Tang, Jinde Liu
An Efficient QoS Routing Algorithm Based on Nonlinear Path Distance for Min-Sharing Interference and Load Balancing. CIT (2004)