b'Jiawei Zhang'

research

∙ 09/13/2023

A Health Monitoring System Based on Flexible Triboelectric Sensors for Intelligence Medical Internet of Things and its Applications in Virtual Reality

The Internet of Medical Things (IoMT) is a platform that combines Intern...

0 Junqi Mao, et al. ∙

research

∙ 09/08/2023

Unsupervised Multi-document Summarization with Holistic Inference

Multi-document summarization aims to obtain core information from a coll...

0 Haopeng Zhang, et al. ∙

research

∙ 09/05/2023

iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation

Continuous-time dynamic graph modeling is a crucial task for many real-w...

0 Siwei Zhang, et al. ∙

research

∙ 08/28/2023

DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing

Diffusion models have been leveraged to perform adversarial purification...

0 Jiawei Zhang, et al. ∙

research

∙ 08/27/2023

SPEED: Streaming Partition and Parallel Acceleration for Temporal Interaction Graph Embedding

Temporal Interaction Graphs (TIGs) are widely employed to model intricat...

0 Xi Chen, et al. ∙

research

∙ 08/20/2023

Generic Attention-model Explainability by Weighted Relevance Accumulation

Attention-based transformer models have achieved remarkable progress in ...

0 Yiming Huang, et al. ∙

research

∙ 08/14/2023

RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value Pairs

Blind face restoration aims at recovering high-quality face images from ...

0 Zhouxia Wang, et al. ∙

research

∙ 08/10/2023

Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring

Images taken under the low-light condition often contain blur and satura...

0 Liang Chen, et al. ∙

research

∙ 08/09/2023

Dual Intents Graph Modeling for User-centric Group Discovery

Online groups have become increasingly prevalent, providing users with s...

0 Xixi Wu, et al. ∙

research

∙ 07/18/2023

Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis

This paper presents ER-NeRF, a novel conditional Neural Radiance Fields ...

0 Jiahe Li, et al. ∙

research

∙ 05/31/2023

Contrastive Hierarchical Discourse Graph for Scientific Document Summarization

The extended structural context has made scientific paper summarization ...

0 Haopeng Zhang, et al. ∙

research

∙ 05/24/2023

SummIt: Iterative Text Summarization via ChatGPT

Existing text summarization systems have made significant progress in re...

0 Haopeng Zhang, et al. ∙

research

∙ 05/02/2023

DiffuSum: Generation Enhanced Extractive Summarization with Diffusion

Extractive summarization aims to form a summary by directly extracting s...

9 Haopeng Zhang, et al. ∙

research

∙ 04/21/2023

Effective Numerical Simulations of Synchronous Generator System

Synchronous generator system is a complicated dynamical system for energ...

0 Jiawei Zhang, et al. ∙

research

∙ 04/09/2023

Extractive Summarization via ChatGPT for Faithful Summary Generation

Extractive summarization is a crucial task in natural language processin...

0 Haopeng Zhang, et al. ∙

research

∙ 04/06/2023

Graph Collaborative Signals Denoising and Augmentation for Recommendation

Graph collaborative filtering (GCF) is a popular technique for capturing...

0 Ziwei Fan, et al. ∙

research

∙ 04/02/2023

AMC-Net: An Effective Network for Automatic Modulation Classification

Automatic modulation classification (AMC) is a crucial stage in the spec...

0 Jiawei Zhang, et al. ∙

research

∙ 03/25/2023

Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Large language models (LLMs) have demonstrated their significant potenti...

0 Yunfan Gao, et al. ∙

research

∙ 03/08/2023

Immune Defense: A Novel Adversarial Defense Mechanism for Preventing the Generation of Adversarial Examples

The vulnerability of Deep Neural Networks (DNNs) to adversarial examples...

0 Jinwei Wang, et al. ∙

research

∙ 02/14/2023

Breaking the Lower Bound with (Little) Structure: Acceleration in Non-Convex Stochastic Optimization with Heavy-Tailed Noise

We consider the stochastic optimization problem with smooth but not nece...

0 Zijian Liu, et al. ∙

research

∙ 02/07/2023

HumanMAC: Masked Motion Completion for Human Motion Prediction

Human motion prediction is a classical problem in computer vision and co...

0 Ling-Hao Chen, et al. ∙

research

∙ 02/07/2023

ConsRec: Learning Consensus Behind Interactions for Group Recommendation

Since group activities have become very common in daily life, there is a...

0 Xixi Wu, et al. ∙

research

∙ 01/18/2023

Deep Dynamic Scene Deblurring from Optical Flow

Deblurring can not only provide visually more pleasant pictures and make...

0 Jiawei Zhang, et al. ∙

research

∙ 12/28/2022

Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation

Offline reinforcement learning (RL) concerns pursuing an optimal policy ...

0 Asuman Ozdaglar, et al. ∙

research

∙ 12/11/2022

Mutimodal Ranking Optimization for Heterogeneous Face Re-identification

Heterogeneous face re-identification, namely matching heterogeneous face...

0 Hui Hu, et al. ∙

research

∙ 11/28/2022

Robot Kinematics: Motion, Kinematics and Dynamics

This is a follow-up tutorial article of our previous article entitled "R...

0 Jiawei Zhang, et al. ∙

research

∙ 11/10/2022

Coordinating CAV Swarms at Intersections with a Deep Learning Model

Connected and automated vehicles (CAVs) are viewed as a special kind of ...

0 Jiawei Zhang, et al. ∙

research

∙ 11/05/2022

Robot Basics: Representation, Rotation and Velocity

In this article, we plan to provide an introduction about some basics ab...

0 Jiawei Zhang, et al. ∙

research

∙ 11/01/2022

Self-Supervised Intensity-Event Stereo Matching

Event cameras are novel bio-inspired vision sensors that output pixel-le...

0 Jinjin Gu, et al. ∙

research

∙ 10/21/2022

When Expressivity Meets Trainability: Fewer than n Neurons Can Work

Modern neural networks are often quite wide, causing large memory and co...

0 Jiawei Zhang, et al. ∙

research

∙ 10/14/2022

Degeneracy is OK: Logarithmic Regret for Network Revenue Management with Indiscrete Distributions

We study the classical Network Revenue Management (NRM) problem with acc...

0 Jiashuo Jiang, et al. ∙

research

∙ 10/09/2022

HEGEL: Hypergraph Transformer for Long Document Summarization

Extractive summarization for long documents is challenging due to the ex...

2 Haopeng Zhang, et al. ∙

research

∙ 09/12/2022

CARE: Certifiably Robust Learning with Reasoning via Variational Inference

Despite great recent advances achieved by deep neural networks (DNNs), t...

2 Jiawei Zhang, et al. ∙

research

∙ 07/12/2022

Learning Diverse Tone Styles for Image Retouching

Image retouching, aiming to regenerate the visually pleasing renditions ...

8 Haolin Wang, et al. ∙

research

∙ 07/10/2022

Learning to Order for Inventory Systems with Lost Sales and Uncertain Supplies

We consider a stochastic lost-sales inventory control system with a lead...

0 Boxiao Chen, et al. ∙

research

∙ 06/27/2022

Iso-CapsNet: Isomorphic Capsule Network for Brain Graph Representation Learning

Brain graph representation learning serves as the fundamental technique ...

0 Jiawei Zhang, et al. ∙

research

∙ 06/16/2022

Double Sampling Randomized Smoothing

Neural networks (NNs) are known to be vulnerable against adversarial per...

6 Linyi Li, et al. ∙

research

∙ 06/09/2022

What is a Good Metric to Study Generalization of Minimax Learners?

Minimax optimization has served as the backbone of many machine learning...

0 Asuman Ozdaglar, et al. ∙

research

∙ 05/02/2022

Tightness without Counterexamples: A New Approach and New Results for Prophet Inequalities

Prophet inequalities consist of many beautiful statements that establish...

0 Jiashuo Jiang, et al. ∙

research

∙ 04/29/2022

VPNets: Volume-preserving neural networks for learning source-free dynamics

We propose volume-preserving networks (VPNets) for learning unknown sour...

0 Aiqing Zhu, et al. ∙

research

∙ 04/26/2022

Self-recoverable Adversarial Examples: A New Effective Protection Mechanism in Social Networks

Malicious intelligent algorithms greatly threaten the security of social...

6 Jiawei Zhang, et al. ∙

research

∙ 04/18/2022

TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos

The detection of tiny objects in microscopic videos is a problematic poi...

4 Shuojia Zou, et al. ∙

research

∙ 04/04/2022

An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images

This paper proposes a novel pixel interval down-sampling network (PID-Ne...

3 Jiawei Zhang, et al. ∙

research

∙ 02/18/2022

A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements

With the acceleration of urbanization and living standards, microorganis...

11 Jiawei Zhang, et al. ∙

research

∙ 01/17/2022

RestoreFormer: High-Quality Blind Face Restoration From Undegraded Key-Value Pairs

Blind face restoration is to recover a high-quality face image from unkn...

0 Zhouxia Wang, et al. ∙

research

∙ 12/30/2021

Measuring and Sampling: A Metric-guided Subgraph Learning Framework for Graph Neural Network

Graph neural network (GNN) has shown convincing performance in learning ...

0 Jiyang Bai, et al. ∙

research

∙ 12/20/2021

Translational Concept Embedding for Generalized Compositional Zero-shot Learning

Generalized compositional zero-shot learning means to learn composed con...

11 He Huang, et al. ∙

research

∙ 12/10/2021

A Self-supervised Mixed-curvature Graph Neural Network

Graph representation learning received increasing attentions in recent y...

26 Li Sun, et al. ∙

research

∙ 12/06/2021

Optimal No-Regret Learning in Strongly Monotone Games with Bandit Feedback

We consider online no-regret learning in unknown games with bandit feedb...

0 Tianyi Lin, et al. ∙

research

∙ 11/05/2021

Collaborative Graph Contrastive Learning: Data Augmentation Composition May Not be Necessary for Graph Representation Learning

Unsupervised graph representation learning is a non-trivial topic for gr...

0 Yuxiang Ren, et al. ∙

Jiawei Zhang

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