b'Qi Zhang'

Fairness-aware Maximal Clique Enumeration

Cohesive subgraph mining on attributed graphs is a fundamental problem i...
07/21/2021 ∙ by Minjia Pan, et al. ∙ 0 ∙ share

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Sleep Staging Based on Serialized Dual Attention Network

Sleep staging assumes an important role in the diagnosis of sleep disord...
07/18/2021 ∙ by Huafeng Wang, et al. ∙ 0 ∙ share

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Multi-Exit Vision Transformer for Dynamic Inference

Deep neural networks can be converted to multi-exit architectures by ins...
06/29/2021 ∙ by Arian Bakhtiarnia, et al. ∙ 12 ∙ share

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Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits

Contextual Bandits find important use cases in various real-life scenari...
06/25/2021 ∙ by Kaushik Roy, et al. ∙ 0 ∙ share

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SENT: Sentence-level Distant Relation Extraction via Negative Training

Distant supervision for relation extraction provides uniform bag labels ...
06/22/2021 ∙ by Ruotian Ma, et al. ∙ 0 ∙ share

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iBatch: Saving Ethereum Fees via Secure and Cost-Effective Batching of Smart-Contract Invocations

This paper presents iBatch, a middleware system running on top of an ope...
06/16/2021 ∙ by Yibo Wang, et al. ∙ 0 ∙ share

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Connection between forest fire emission and COVID-19 incidents in West Coast regions of the United States

Forest fires impact on soil, water and biota resources has been widely r...
06/06/2021 ∙ by Srikanta Sannigrahi, et al. ∙ 0 ∙ share

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One2Set: Generating Diverse Keyphrases as a Set

Recently, the sequence-to-sequence models have made remarkable progress ...
05/24/2021 ∙ by Jiacheng Ye, et al. ∙ 0 ∙ share

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Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead

Deploying deep learning models in time-critical applications with limite...
05/19/2021 ∙ by Arian Bakhtiarnia, et al. ∙ 49 ∙ share

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AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search

Sponsored search ads appear next to search results when people look for ...
04/25/2021 ∙ by Chaozhuo Li, et al. ∙ 0 ∙ share

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NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results

This paper reviews the first NTIRE challenge on quality enhancement of c...
04/21/2021 ∙ by Ren Yang, et al. ∙ 9 ∙ share

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Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning

Deploying deep learning services for time-sensitive and resource-constra...
04/21/2021 ∙ by Arian Bakhtiarnia, et al. ∙ 8 ∙ share

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Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning

Aiming to generate a set of keyphrases, Keyphrase Generation (KG) is a c...
04/18/2021 ∙ by Yichao Luo, et al. ∙ 0 ∙ share

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Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure

Numerous online conversations are produced on a daily basis, resulting i...
04/17/2021 ∙ by Lu Ji, et al. ∙ 0 ∙ share

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Larger-Context Tagging: When and Why Does It Work?

The development of neural networks and pretraining techniques has spawne...
04/09/2021 ∙ by Jinlan Fu, et al. ∙ 0 ∙ share

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Deep-AIR: A Hybrid CNN-LSTM Framework for Air Quality Modeling in Metropolitan Cities

Air pollution has long been a serious environmental health challenge, es...
03/25/2021 ∙ by Yang Han, et al. ∙ 9 ∙ share

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TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Various robustness evaluation methodologies from different perspectives ...
03/21/2021 ∙ by Tao Gui, et al. ∙ 20 ∙ share

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Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting

Multivariate time-series forecasting plays a crucial role in many real-w...
03/13/2021 ∙ by Defu Cao, et al. ∙ 0 ∙ share

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Knowledge Infused Policy Gradients for Adaptive Pandemic Control

COVID-19 has impacted nations differently based on their policy implemen...
02/11/2021 ∙ by Kaushik Roy, et al. ∙ 0 ∙ share

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BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction

We study the challenging task of neural network quantization without end...
02/10/2021 ∙ by Yuhang Li, et al. ∙ 12 ∙ share

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Uncertainty-Aware Label Refinement for Sequence Labeling

Conditional random fields (CRF) for label decoding has become ubiquitous...
12/19/2020 ∙ by Tao Gui, et al. ∙ 0 ∙ share

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Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling

In a customer service system, dialogue summarization can boost service e...
12/14/2020 ∙ by Yicheng Zou, et al. ∙ 0 ∙ share

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Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders

Automatic chat summarization can help people quickly grasp important inf...
12/14/2020 ∙ by Yicheng Zou, et al. ∙ 0 ∙ share

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Efficient Querying for Cooperative Probabilistic Commitments

Multiagent systems can use commitments as the core of a general coordina...
12/14/2020 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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SenSeNet: Neural Keyphrase Generation with Document Structure

Keyphrase Generation (KG) is the task of generating central topics from ...
12/12/2020 ∙ by Yichao Luo, et al. ∙ 0 ∙ share

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Wide-Area Crowd Counting: Multi-View Fusion Networks for Counting in Large Scenes

Crowd counting in single-view images has achieved outstanding performanc...
12/02/2020 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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RethinkCWS: Is Chinese Word Segmentation a Solved Task?

The performance of the Chinese Word Segmentation (CWS) systems has gradu...
11/13/2020 ∙ by Jinlan Fu, et al. ∙ 0 ∙ share

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Compressive Sensing based Multi-class Privacy-preserving Cloud Computing

In this paper, we design the multi-class privacy-preserving cloud comput...
11/11/2020 ∙ by Gajraj Kuldeep, et al. ∙ 0 ∙ share

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Energy Concealment based Compressive Sensing Encryption for Perfect Secrecy for IoT

Recent study has shown that compressive sensing (CS) based computational...
11/11/2020 ∙ by Gajraj Kuldeep, et al. ∙ 0 ∙ share

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Spatiotemporal effects of the causal factors on COVID-19 incidences in the contiguous United States

Since December 2019, the world has been witnessing the gigantic effect o...
10/29/2020 ∙ by Arabinda Maiti, et al. ∙ 0 ∙ share

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AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?

With the unprecedented developments in deep learning, automatic segmenta...
10/28/2020 ∙ by Jun Ma, et al. ∙ 7 ∙ share

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Succinct and Robust Multi-Agent Communication With Temporal Message Control

Recent studies have shown that introducing communication between agents ...
10/27/2020 ∙ by Sai Qian Zhang, et al. ∙ 0 ∙ share

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Effects of West Coast forest fire emissions on atmospheric environment: A coupled satellite and ground-based assessment

Forest fires have a profound impact on the atmospheric environment and a...
10/24/2020 ∙ by Srikanta Sannigrahi, et al. ∙ 0 ∙ share

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Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis

Aspect-based sentiment analysis (ABSA) aims to predict the sentiment tow...
09/16/2020 ∙ by Xiaoyu Xing, et al. ∙ 0 ∙ share

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FuxiCTR: An Open Benchmark for Click-Through Rate Prediction

In many applications, such as recommender systems, online advertising, a...
09/12/2020 ∙ by Jieming Zhu, et al. ∙ 6 ∙ share

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Multivariate Time-series Anomaly Detection via Graph Attention Network

Anomaly detection on multivariate time-series is of great importance in ...
09/04/2020 ∙ by Hang Zhao, et al. ∙ 43 ∙ share

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Two Step Joint Model for Drug Drug Interaction Extraction

When patients need to take medicine, particularly taking more than one k...
08/28/2020 ∙ by Siliang Tang, et al. ∙ 0 ∙ share

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Bitcoin Transaction Forecasting with Deep Network Representation Learning

Bitcoin and its decentralized computing paradigm for digital currency tr...
07/15/2020 ∙ by Wenqi Wei, et al. ∙ 0 ∙ share

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Single-Frame based Deep View Synchronization for Unsynchronized Multi-Camera Surveillance

Multi-camera surveillance has been an active research topic for understa...
07/08/2020 ∙ by Qi Zhang, et al. ∙ 8 ∙ share

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ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion

This paper presents the ReCO, a human-curated ChineseReading Comprehensi...
06/22/2020 ∙ by BingningWang, et al. ∙ 0 ∙ share

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A framework for the analysis of supervised discrete event systems under attack

This paper focuses on the problem of cyber attacks for discrete event sy...
05/01/2020 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels

Crowd counting has been studied for decades and a lot of works have achi...
03/18/2020 ∙ by Qi Zhang, et al. ∙ 13 ∙ share

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Fluid flow through anisotropic and deformable double porosity media with ultra-low matrix permeability: A continuum framework

Fractured porous media or double porosity media are common in nature. At...
02/17/2020 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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Adaptive Task Partitioning at Local Device or Remote Edge Server for Offloading in MEC

Mobile edge computing (MEC) is one of the promising solutions to process...
02/12/2020 ∙ by Jianhui Liu, et al. ∙ 0 ∙ share

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Computation Resource Allocation for Heterogeneous Time-Critical IoT Services in MEC

Mobile edge computing (MEC) is one of the promising solutions to process...
02/12/2020 ∙ by Jianhui Liu, et al. ∙ 0 ∙ share

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Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study

While neural network-based models have achieved impressive performance o...
01/12/2020 ∙ by Jinlan Fu, et al. ∙ 0 ∙ share

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Multidimensional Variational Line Spectra Estimation

The fundamental multidimensional line spectral estimation problem is add...
12/26/2019 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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Matrix Completion from Quantized Samples via Generalized Sparse Bayesian Learning

The recovery of a low rank matrix from a subset of noisy low-precision q...
11/22/2019 ∙ by Jiang Zhu, et al. ∙ 0 ∙ share

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Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring – The Winning Solution of the 2017 International Aftershock Detection Contest

Identifying the arrival times of seismic P-phases plays a significant ro...
11/21/2019 ∙ by Dazhong Shen, et al. ∙ 0 ∙ share

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Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features

Multi-task learning (MTL) has received considerable attention, and numer...
11/18/2019 ∙ by Tao Gui, et al. ∙ 0 ∙ share

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Qi Zhang

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