b'Fei Wang'

research

∙ 09/19/2023

Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer

Zero-shot cross-lingual transfer is a central task in multilingual NLP, ...

0 Fei Wang, et al. ∙

research

∙ 09/01/2023

Identifiable Cognitive Diagnosis with Encoder-decoder for Modelling Students' Performance

Cognitive diagnosis aims to diagnose students' knowledge proficiencies b...

0 Jiatong Li, et al. ∙

research

∙ 08/29/2023

Ensuring User-side Fairness in Dynamic Recommender Systems

User-side group fairness is crucial for modern recommender systems, as i...

0 Hyunsik Yoo, et al. ∙

research

∙ 08/24/2023

Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining?

The multimedia community has shown a significant interest in perceiving ...

0 Fei Wang, et al. ∙

research

∙ 08/24/2023

Attention-Based Acoustic Feature Fusion Network for Depression Detection

Depression, a common mental disorder, significantly influences individua...

0 Xiao Xu, et al. ∙

research

∙ 08/21/2023

CoNe: Contrast Your Neighbours for Supervised Image Classification

Image classification is a longstanding problem in computer vision and ma...

0 Mingkai Zheng, et al. ∙

research

∙ 08/13/2023

SimMatchV2: Semi-Supervised Learning with Graph Consistency

Semi-Supervised image classification is one of the most fundamental prob...

0 Mingkai Zheng, et al. ∙

research

∙ 08/08/2023

Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles

Multi-Agent Reinforcement Learning (MARL) has become a classic paradigm ...

0 Xiaoxue Yu, et al. ∙

research

∙ 08/07/2023

DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction

Multivariate time series long-term prediction, which aims to predict the...

0 Chengqing Yu, et al. ∙

research

∙ 08/06/2023

Randomized Neural Networks with Petrov-Galerkin Methods for Solving Linear Elasticity Problems

We develop the Randomized Neural Networks with Petrov-Galerkin Methods (...

0 Yong Shang, et al. ∙

research

∙ 08/06/2023

Local Randomized Neural Networks Methods for Interface Problems

Accurate modeling of complex physical problems, such as fluid-structure ...

0 Yunlong Li, et al. ∙

research

∙ 08/05/2023

Unfolding Once is Enough: A Deployment-Friendly Transformer Unit for Super-Resolution

Recent years have witnessed a few attempts of vision transformers for si...

0 Yong Liu, et al. ∙

research

∙ 07/27/2023

Bipartite Ranking Fairness through a Model Agnostic Ordering Adjustment

Algorithmic fairness has been a serious concern and received lots of int...

0 Sen Cui, et al. ∙

research

∙ 07/27/2023

HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting

Traffic forecasting, which aims to predict traffic conditions based on h...

0 Zezhi Shao, et al. ∙

research

∙ 07/19/2023

Watch out Venomous Snake Species: A Solution to SnakeCLEF2023

The SnakeCLEF2023 competition aims to the development of advanced algori...

0 Feiran Hu, et al. ∙

research

∙ 07/14/2023

A scoping review on multimodal deep learning in biomedical images and texts

Computer-assisted diagnostic and prognostic systems of the future should...

0 Zhaoyi Sun, et al. ∙

research

∙ 07/05/2023

Recommender Systems in the Era of Large Language Models (LLMs)

With the prosperity of e-commerce and web applications, Recommender Syst...

0 Wenqi Fan, et al. ∙

research

∙ 06/14/2023

InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models

While diffusion models excel at generating high-quality samples, their l...

0 Yingheng Wang, et al. ∙

research

∙ 06/07/2023

A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises

Healthcare knowledge graphs (HKGs) have emerged as a promising tool for ...

9 Hejie Cui, et al. ∙

research

∙ 06/01/2023

RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning

The rapid development of artificial intelligence (AI) over massive appli...

0 Xingfu Yi, et al. ∙

research

∙ 05/30/2023

HQDec: Self-Supervised Monocular Depth Estimation Based on a High-Quality Decoder

Decoders play significant roles in recovering scene depths. However, the...

0 Fei Wang, et al. ∙

research

∙ 05/28/2023

Robust Natural Language Understanding with Residual Attention Debiasing

Natural language understanding (NLU) models often suffer from unintended...

0 Fei Wang, et al. ∙

research

∙ 05/25/2023

Local Randomized Neural Networks with Discontinuous Galerkin Methods for Diffusive-Viscous Wave Equation

The diffusive-viscous wave equation is an advancement in wave equation t...

0 Jingbo Sun, et al. ∙

research

∙ 05/24/2023

Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality

Improving factual consistency of abstractive summarization has been a wi...

0 Tanay Dixit, et al. ∙

research

∙ 05/24/2023

From Shortcuts to Triggers: Backdoor Defense with Denoised PoE

Language models are often at risk of diverse backdoor attacks, especiall...

0 Qin Liu, et al. ∙

research

∙ 05/24/2023

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models

Instruction-tuned models are trained on crowdsourcing datasets with task...

0 Jiashu Xu, et al. ∙

research

∙ 05/24/2023

A Causal View of Entity Bias in (Large) Language Models

Entity bias widely affects pretrained (large) language models, causing t...

0 Fei Wang, et al. ∙

research

∙ 05/22/2023

EntRED: Benchmarking Relation Extraction with Fewer Shortcuts

Entity names play an effective role in relation extraction (RE) and ofte...

0 Yiwei Wang, et al. ∙

research

∙ 05/16/2023

Deep ReLU Networks Have Surprisingly Simple Polytopes

A ReLU network is a piecewise linear function over polytopes. Figuring o...

0 Feng-Lei Fan, et al. ∙

research

∙ 05/11/2023

Automated Data Denoising for Recommendation

In real-world scenarios, most platforms collect both large-scale, natura...

0 Yingqiang Ge, et al. ∙

research

∙ 05/10/2023

Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources

Machine learning (ML) in healthcare presents numerous opportunities for ...

1 Suraj Rajendran, et al. ∙

research

∙ 04/26/2023

Towards clinical AI fairness: A translational perspective

Artificial intelligence (AI) has demonstrated the ability to extract ins...

0 Mingxuan Liu, et al. ∙

research

∙ 04/21/2023

Can GPT-4 Perform Neural Architecture Search?

We investigate the potential of GPT-4~\cite{gpt4} to perform Neural Arch...

0 Mingkai Zheng, et al. ∙

research

∙ 03/23/2023

Stochastic Graph Neural Network-based Value Decomposition for MARL in Internet of Vehicles

Autonomous driving has witnessed incredible advances in the past several...

0 Baidi Xiao, et al. ∙

research

∙ 03/15/2023

FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization

Automatic radiology report summarization is a crucial clinical task, who...

0 Qianqian Xie, et al. ∙

research

∙ 03/11/2023

FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning

Federated learning (FL) has prevailed as an efficient and privacy-preser...

0 Zheqi Zhu, et al. ∙

research

∙ 01/26/2023

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations

In the United States, primary open-angle glaucoma (POAG) is the leading ...

0 Mingquan Lin, et al. ∙

research

∙ 01/23/2023

Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks

Throughout history, the development of artificial intelligence, particul...

0 Feng-Lei Fan, et al. ∙

research

∙ 12/12/2022

CbwLoss: Constrained Bidirectional Weighted Loss for Self-supervised Learning of Depth and Pose

Photometric differences are widely used as supervision signals to train ...

8 Fei Wang, et al. ∙

research

∙ 12/08/2022

Denoising Self-attentive Sequential Recommendation

Transformer-based sequential recommenders are very powerful for capturin...

0 Huiyuan Chen, et al. ∙

research

∙ 12/07/2022

MIMO-DBnet: Multi-channel Input and Multiple Outputs DOA-aware Beamforming Network for Speech Separation

Recently, many deep learning based beamformers have been proposed for mu...

0 Yanjie Fu, et al. ∙

research

∙ 12/02/2022

SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction

Graph neural networks have achieved significant success in representatio...

0 Xiaoting Li, et al. ∙

research

∙ 11/22/2022

SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation

Generating talking head videos through a face image and a piece of speec...

0 Wenxuan Zhang, et al. ∙

research

∙ 11/21/2022

Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields

Neural Radiance Fields (NeRF) have achieved photorealistic novel views s...

0 Yue Chen, et al. ∙

research

∙ 11/10/2022

Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues

Social media has been one of the main information consumption sources fo...

0 Canyu Chen, et al. ∙

research

∙ 10/22/2022

Salience Allocation as Guidance for Abstractive Summarization

Abstractive summarization models typically learn to capture the salient ...

0 Fei Wang, et al. ∙

research

∙ 10/06/2022

Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline

As one of the fundamental functions of autonomous driving system, freesp...

0 Yuanbin Wang, et al. ∙

research

∙ 09/07/2022

A Novel Semi-supervised Meta Learning Method for Subject-transfer Brain-computer Interface

Brain-computer interface (BCI) provides a direct communication pathway b...

0 Jingcong Li, et al. ∙

research

∙ 08/10/2022

Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting

Multivariate Time Series (MTS) forecasting plays a vital role in a wide ...

0 Zezhi Shao, et al. ∙

research

∙ 07/18/2022

Boosting Video Super Resolution with Patch-Based Temporal Redundancy Optimization

The success of existing video super-resolution (VSR) algorithms stems ma...

0 Yuhao Huang, et al. ∙

Fei Wang

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