Publications (149)
Sparse Recovery with Very Sparse Compressed Counting
Ping Li, Cun-Hui Zhang, Tong Zhang
SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator
Cong Fang, Chris Junchi Li, Zhouchen Lin +1
Bayesian Model Averaging with Exponentiated Least Square Loss
Dong Dai, Lei Han, Ting Yang +1
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems
Zhaoran Wang, Han Liu, Tong Zhang
Accelerating Minibatch Stochastic Gradient Descent using Stratified Sampling
Peilin Zhao, Tong Zhang
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes
Ohad Shamir, Tong Zhang
Optimal Allocation of Power Pool for Two-Cell Single-User Joint Transmission
Tong Zhang, Xiaodong Xu, Xiaofeng Tao +1
An Analysis on Caching Placement for Millimeter/Micro Wave Hybrid Networks
Sudip Biswas, Tong Zhang, Keshav Singh +2
Robust Frequent Directions with Application in Online Learning
Luo Luo, Cheng Chen, Zhihua Zhang +2
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding
Rie Johnson, Tong Zhang
Scalable Deep $k$-Subspace Clustering
Tong Zhang, Pan Ji, Mehrtash Harandi +2
Relative Noether inequality on fibered surfaces
Xinyi Yuan, Tong Zhang
Cross-database non-frontal facial expression recognition based on transductive deep transfer learning
Keyu Yan, Wenming Zheng, Tong Zhang +2
Some sharp performance bounds for least squares regression with $L_1$ regularization
Tong Zhang
Pathwise Coordinate Optimization for Sparse Learning: Algorithm and Theory
Tuo Zhao, Han Liu, Tong Zhang
Perfect Memory Context Trees in time series modeling
Tong Zhang
Quasiparticle scattering from topological crystalline insulator SnTe (001) surface states
Duming Zhang, Hongwoo Baek, Jeonghoon Ha +5
Spatial-Temporal Recurrent Neural Network for Emotion Recognition
Tong Zhang, Wenming Zheng, Zhen Cui +2
Status of polarization control experiment at Shanghai deep ultraviolet free electron laser
Haixiao Deng, Tong Zhang, Lie Feng +15
End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning
Wenhan Luo, Peng Sun, Fangwei Zhong +3
A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization
Shun Zheng, Jialei Wang, Fen Xia +2
End-to-end Active Object Tracking via Reinforcement Learning
Wenhan Luo, Peng Sun, Fangwei Zhong +3
A General Theory of Concave Regularization for High Dimensional Sparse Estimation Problems
Cun-Hui Zhang, Tong Zhang
Discussion of "Is Bayes Posterior just Quick and Dirty Confidence?" by D. A. S. Fraser
Tong Zhang
Experimental demonstration of the topological surface states protected by the time-reversal symmetry
Tong Zhang, Peng Cheng, Xi Chen +9
When Work Matters: Transforming Classical Network Structures to Graph CNN
Wenting Zhao, Chunyan Xu, Zhen Cui +4
Mutual-Information Optimized Quantization for LDPC Decoding of Accurately Modeled Flash Data
Jiadong Wang, Guiqiang Dong, Tong Zhang +1
Super-Identity Convolutional Neural Network for Face Hallucination
Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng +4
Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level
Rie Johnson, Tong Zhang
Fast Polarization Switching Demonstration Using Crossed-Planar Undulator in a Seeded Free Electron Laser
Haixiao Deng, Tong Zhang, Lie Feng +13
A Proximal Stochastic Gradient Method with Progressive Variance Reduction
Lin Xiao, Tong Zhang
Deviation optimal learning using greedy Q-aggregation
Dong Dai, Philippe Rigollet, Tong Zhang
Adaptive Stochastic Alternating Direction Method of Multipliers
Peilin Zhao, Jinwei Yang, Tong Zhang +1
Improved Optimization of Finite Sums with Minibatch Stochastic Variance Reduced Proximal Iterations
Jialei Wang, Tong Zhang
Exploiting Deep Representations for Neural Machine Translation
Zi-Yi Dou, Zhaopeng Tu, Xing Wang +2
Learning Pairwise Graphical Models with Nonlinear Sufficient Statistics
Xiao-Tong Yuan, Ping Li, Tong Zhang
Power Allocation and Scheduling for Two-Cell Distributed Interference Subtraction System
Tong Zhang, Xiaofeng Tao, Xiaodong Xu
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization
Shai Shalev-Shwartz, Tong Zhang
Geography of irregular Gorenstein 3-folds
Tong Zhang
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement
Zi-Yi Dou, Zhaopeng Tu, Xing Wang +3
Second-Order Methods with Cubic Regularization Under Inexact Information
Saeed Ghadimi, Han Liu, Tong Zhang
Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization
Jiaxiang Wu, Weidong Huang, Junzhou Huang +1
Dimension-free tail inequalities for sums of random matrices
Daniel Hsu, Sham M. Kakade, Tong Zhang
A Spectral Algorithm for Learning Hidden Markov Models
Daniel Hsu, Sham M. Kakade, Tong Zhang
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective
Jing Zhang, Tong Zhang, Yuchao Dai +2
Deep Subspace Clustering Networks
Pan Ji, Tong Zhang, Hongdong Li +2
Efficient Decision-based Black-box Adversarial Attacks on Face Recognition
Yinpeng Dong, Hang Su, Baoyuan Wu +4
Fibered varieties over curves with low slope and sharp bounds in dimension three
Yong Hu, Tong Zhang
Fully Implicit Online Learning
Chaobing Song, Ji Liu, Han Liu +2
Multi-stage Convex Relaxation for Feature Selection
Tong Zhang
Analysis of Cached-Enabled Hybrid Millimter Wave & Sub-6 GHz Massive MIMO Networks
Tong Zhang, Sudip Biswas, Keshav Singh +1
Introduction to the Special Issue on Sparsity and Regularization Methods
Jon Wellner, Tong Zhang
A convex formulation for high-dimensional sparse sliced inverse regression
Kean Ming Tan, Zhaoran Wang, Tong Zhang +2
Learning to Remember Translation History with a Continuous Cache
Zhaopeng Tu, Yang Liu, Shuming Shi +1
Three-dimensional manipulation of electron beam phase space for seeding soft x-ray free-electron lasers
Chao Feng, Tong Zhang, Haixiao Deng +1
Aggregation of Affine Estimators
Dong Dai, Philippe Rigollet, Lucy Xia +1
Multi-Label Prediction via Compressed Sensing
Daniel Hsu, Sham M. Kakade, John Langford +1
Modeling Localness for Self-Attention Networks
Baosong Yang, Zhaopeng Tu, Derek F. Wong +3
On the Duality Gap Convergence of ADMM Methods
Da Tang, Tong Zhang
Compressed Counting Meets Compressed Sensing
Ping Li, Cun-Hui Zhang, Tong Zhang
Efficient Optimal Learning for Contextual Bandits
Miroslav Dudik, Daniel Hsu, Satyen Kale +4
A tail inequality for quadratic forms of subgaussian random vectors
Daniel Hsu, Sham M. Kakade, Tong Zhang
High-dimensional Joint Sparsity Random Effects Model for Multi-task Learning
Krishnakumar Balasubramanian, Kai Yu, Tong Zhang
Evidence of nematic order and nodal superconducting gap along [110] direction in RbFe2As2
Xi Liu, Ran Tao, Mingqiang Ren +6
Chromatic Effect for THz Generation in a Novel Wave-front Tilt Scheme
Bin Li, Wenyan Zhang, Xiaoqing Liu +13
Numerical optimization of a low emittance lattice cell
Tong Zhang, Xiaobiao Huang
Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks
Minjun Li, Haozhi Huang, Lin Ma +3
Stochastic Primal-Dual Method for Empirical Risk Minimization with $\mathcal{O}(1)$ Per-Iteration Complexity
Conghui Tan, Tong Zhang, Shiqian Ma +1
Tensor graph convolutional neural network
Tong Zhang, Wenming Zheng, Zhen Cui +1
Learning Sparse Low-Threshold Linear Classifiers
Sivan Sabato, Shai Shalev-Shwartz, Nathan Srebro +2
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game
Peng Sun, Xinghai Sun, Lei Han +8
QuaSE: Accurate Text Style Transfer under Quantifiable Guidance
Yi Liao, Lidong Bing, Piji Li +3
Randomized Dual Coordinate Ascent with Arbitrary Sampling
Zheng Qu, Peter Richtárik, Tong Zhang
Learning Nonlinear Functions Using Regularized Greedy Forest
Rie Johnson, Tong Zhang
I-LAMM for Sparse Learning: Simultaneous Control of Algorithmic Complexity and Statistical Error
Jianqing Fan, Han Liu, Qiang Sun +1
Local Measurements of the Superconducting Pairing Symmetry in CuxBi2Se3
Niv Levy, Tong Zhang, Jeonghoon Ha +4
Experimental demonstration of longitudinal beam phase space linearizer in a free-electron laser facility by corrugated structures
Haixiao Deng, Meng Zhang, Chao Feng +19
Power-Law Decay of Standing Waves on the Surface of Topological Insulators
Jing Wang, Wei Li, Peng Cheng +9
Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space
Jiechao Xiong, Qing Wang, Zhuoran Yang +7
Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset
Xinpeng Chen, Jingyuan Chen, Lin Ma +4
Truncated Power Method for Sparse Eigenvalue Problems
Xiao-Tong Yuan, Tong Zhang
Thermoelectric imaging of structural disorder in epitaxial graphene
Sanghee Cho, Stephen Dongmin Kang, Wondong Kim +9
Relative Clifford inequality for varieties fibered by curves
Tong Zhang
Isolating Mice and Elephant in Data Centers
Wenxue Cheng, Fengyuan Ren, Wanchun Jiang +3
The enhanced X-ray Timing and Polarimetry mission - eXTP
ShuangNan Zhang, Andrea Santangelo, Marco Feroci +146
The Benefit of Group Sparsity
Junzhou Huang, Tong Zhang
Spectral Methods for Learning Multivariate Latent Tree Structure
Animashree Anandkumar, Kamalika Chaudhuri, Daniel Hsu +3
A General Framework of Dual Certificate Analysis for Structured Sparse Recovery Problems
Cun-Hui Zhang, Tong Zhang
Axisymmetric Solutions of the Euler Equations for Sub-Square Polytropic Gases
Yuxi Zheng, Tong Zhang
Severi inequality for varieties of maximal Albanese dimension
Tong Zhang
Single-shot measurement of free-electron laser polarization at SDUV-FEL
Lie Feng, Haixiao Deng, Tong Zhang +10
Agnostic Active Learning Without Constraints
Alina Beygelzimer, Daniel Hsu, John Langford +1
High Dimensional Nonlinear Learning using Local Coordinate Coding
Kai Yu, Tong Zhang
Efficient Distributed Learning with Sparsity
Jialei Wang, Mladen Kolar, Nathan Srebro +1
Sparse Recovery with Orthogonal Matching Pursuit under RIP
Tong Zhang
Near-Optimal Stochastic Approximation for Online Principal Component Estimation
Chris Junchi Li, Mengdi Wang, Han Liu +1
Recurrent Fusion Network for Image Captioning
Wenhao Jiang, Lin Ma, Yu-Gang Jiang +2
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent
Shai Shalev-Shwartz, Tong Zhang
Composite Functional Gradient Learning of Generative Adversarial Models
Rie Johnson, Tong Zhang
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
Kaiqing Zhang, Zhuoran Yang, Han Liu +2