Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication

Yuanhao Wang, Jiachen Hu, Xiaoyu Chen +1

Pairwise Constraint Propagation on Multi-View Data

Zhiwu Lu, Liwei Wang

Study on Timing Performance of a Readout Circuit for SiPM

Liwei Wang, Yonggang Wang, Qiang Cao +2

Learning Deep Structure-Preserving Image-Text Embeddings

Liwei Wang, Yin Li, Svetlana Lazebnik

An FPGA Based Fast Linear Discharge Method for Nuclear Pulse Digitization

Xiaoguang Kong, Yonggang Wang, Liwei Wang +2

Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints

Wenlong Mou, Liwei Wang, Xiyu Zhai +1

A Comparison of Word Embeddings for the Biomedical Natural Language Processing

Yanshan Wang, Sijia Liu, Naveed Afzal +5

Multi-scale Orderless Pooling of Deep Convolutional Activation Features

Yunchao Gong, Liwei Wang, Ruiqi Guo +1

Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible

Kai Zheng, Wenlong Mou, Liwei Wang

Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks

Jia Ding, Aoxue Li, Zhiqiang Hu +1

Can Image-Level Labels Replace Pixel-Level Labels for Image Parsing

Zhiwu Lu, Zhenyong Fu, Tao Xiang +2

Training Deeper Convolutional Networks with Deep Supervision

Liwei Wang, Chen-Yu Lee, Zhuowen Tu +1

Efficient Private ERM for Smooth Objectives

Jiaqi Zhang, Kai Zheng, Wenlong Mou +1

Towards Binary-Valued Gates for Robust LSTM Training

Zhuohan Li, Di He, Fei Tian +4

Image classification by visual bag-of-words refinement and reduction

Zhiwu Lu, Liwei Wang, Ji-Rong Wen

Learning Two-Branch Neural Networks for Image-Text Matching Tasks

Liwei Wang, Yin Li, Jing Huang +1

Randomness in Deconvolutional Networks for Visual Representation

Kun He, Jingbo Wang, Haochuan Li +5

On the Depth of Deep Neural Networks: A Theoretical View

Shizhao Sun, Wei Chen, Liwei Wang +2

Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View

Yiping Lu, Zhuohan Li, Di He +5

Differentially Private Data Releasing for Smooth Queries with Synthetic Database Output

Chi Jin, Ziteng Wang, Junliang Huang +2

Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network

Kun Xu, Liwei Wang, Mo Yu +4

The paper proposes a graph‑attention neural network that aligns entities across multilingual knowledge graphs by matching local sub‑graphs (topic entity graphs) rather than relying…

Gradient Descent Finds Global Minima of Deep Neural Networks

Simon S. Du, Jason D. Lee, Haochuan Li +2

Generalized Second Price Auction with Probabilistic Broad Match

Wei Chen, Di He, Tie-Yan Liu +3

The Expressive Power of Neural Networks: A View from the Width

Zhou Lu, Hongming Pu, Feicheng Wang +2

Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation

Liwei Wang, Lunjia Hu, Jiayuan Gu +4

Dual Learning for Machine Translation

Yingce Xia, Di He, Tao Qin +4

Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models

Bryan A. Plummer, Liwei Wang, Chris M. Cervantes +3

Representation Degeneration Problem in Training Natural Language Generation Models

Jun Gao, Di He, Xu Tan +3

A Game-theoretic Machine Learning Approach for Revenue Maximization in Sponsored Search

Di He, Wei Chen, Liwei Wang +1

A Refined Analysis of LSH for Well-dispersed Data Points

Wenlong Mou, Liwei Wang

Improving the Generalization of Adversarial Training with Domain Adaptation

Chuanbiao Song, Kun He, Liwei Wang +1

Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning

Aoxue Li, Zhiwu Lu, Jiechao Guan +3

FPGA Based Pico-second Time Measurement System for a DIRC-like TOF Detector

Qiang Cao, Xin Li, Liwei Wang +3

A Theoretical Analysis of NDCG Type Ranking Measures

Yining Wang, Liwei Wang, Yuanzhi Li +3

Fast, Diverse and Accurate Image Captioning Guided By Part-of-Speech

Aditya Deshpande, Jyoti Aneja, Liwei Wang +2

Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space

Liwei Wang, Alexander G. Schwing, Svetlana Lazebnik

Learning to Navigate for Fine-grained Classification

Ze Yang, Tiange Luo, Dong Wang +3

MedSTS: A Resource for Clinical Semantic Textual Similarity

Yanshan Wang, Naveed Afzal, Sunyang Fu +4

Quadratic Upper Bound for Recursive Teaching Dimension of Finite VC Classes

Lunjia Hu, Ruihan Wu, Tianhong Li +1

Learning Region Features for Object Detection

Jiayuan Gu, Han Hu, Liwei Wang +2

Stable Memory Allocation in the Hippocampus: Fundamental Limits and Neural Realization

Wenlong Mou, Zhi Wang, Liwei Wang

Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics

Aoxue Li, Zhiwu Lu, Liwei Wang +3

Cross-lingual Data Transformation and Combination for Text Classification

Jun Jiang, Shumao Pang, Xia Zhao +4

Mimicking the In-Camera Color Pipeline for Camera-Aware Object Compositing

Jun Gao, Xiao Li, Liwei Wang +2

A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction

Yanshan Wang, Sunghwan Sohn, Sijia Liu +5

Low Rank Approximation of Binary Matrices: Column Subset Selection and Generalizations

Chen Dan, Kristoffer Arnsfelt Hansen, He Jiang +2