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Hao Wang
366 publications
Qi Tian
238 publications
Yue Zhang
236 publications
Meng Wang
217 publications
Jing Li
126 publications
Lei Zhu
121 publications
Han Liu
114 publications
Qi Li
109 publications
Shiqi Wang
91 publications
Jun Ma
90 publications
Liqiang Nie
75 publications

∙ 08/25/2023

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities

Evolutionary algorithms (EA), a class of stochastic search methods based...

0 Yanjie Song, et al. ∙

∙ 07/27/2023

Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration

Training an effective video action recognition model poses significant c...

0 Harry Cheng, et al. ∙

∙ 07/24/2023

Towards Generalizable Deepfake Detection by Primary Region Regularization

The existing deepfake detection methods have reached a bottleneck in gen...

0 Harry Cheng, et al. ∙

∙ 07/19/2023

Mining Conditional Part Semantics with Occluded Extrapolation for Human-Object Interaction Detection

Human-Object Interaction Detection is a crucial aspect of human-centric ...

0 Guangzhi Wang, et al. ∙

∙ 04/08/2023

A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching

An efficient team is essential for the company to successfully complete ...

0 Yangyang Guo, et al. ∙

∙ 02/04/2023

Learning to Agree on Vision Attention for Visual Commonsense Reasoning

Visual Commonsense Reasoning (VCR) remains a significant yet challenging...

0 Zhenyang Li, et al. ∙

∙ 07/06/2022

Chairs Can be Stood on: Overcoming Object Bias in Human-Object Interaction Detection

Detecting Human-Object Interaction (HOI) in images is an important step ...

0 Guangzhi Wang, et al. ∙

∙ 07/05/2022

Distance Matters in Human-Object Interaction Detection

Human-Object Interaction (HOI) detection has received considerable atten...

0 Guangzhi Wang, et al. ∙

∙ 06/30/2022

A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA

Knowledge-based Visual Question Answering (VQA) expects models to rely o...

0 Yangyang Guo, et al. ∙

∙ 03/04/2022

Voice-Face Homogeneity Tells Deepfake

Detecting forgery videos is highly desirable due to the abuse of deepfak...

0 Harry Cheng, et al. ∙

∙ 03/01/2022

MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning

Logical reasoning is of vital importance to natural language understandi...

0 Fangkai Jiao, et al. ∙

∙ 02/25/2022

On Modality Bias Recognition and Reduction

Making each modality in multi-modal data contribute is of vital importan...

0 Yangyang Guo, et al. ∙

∙ 02/25/2022

Joint Answering and Explanation for Visual Commonsense Reasoning

Visual Commonsense Reasoning (VCR), deemed as one challenging extension ...

0 Zhenyang Li, et al. ∙

∙ 01/28/2022

Rethinking Attention-Model Explainability through Faithfulness Violation Test

Attention mechanisms are dominating the explainability of deep models. T...

0 Yibing Liu, et al. ∙

∙ 08/17/2021

When Product Search Meets Collaborative Filtering: A Hierarchical Heterogeneous Graph Neural Network Approach

Personalization lies at the core of boosting the product search system p...

0 Xiangkun Yin, et al. ∙

∙ 06/08/2021

Review Polarity-wise Recommender

Utilizing review information to enhance recommendation, the de facto rev...

0 Han Liu, et al. ∙

∙ 05/10/2021

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training

Pre-trained Language Models (PLMs) have achieved great success on Machin...

0 Fangkai Jiao, et al. ∙

∙ 05/05/2021

AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss

A number of studies point out that current Visual Question Answering (VQ...

0 Yangyang Guo, et al. ∙

∙ 02/24/2021

OneStop QAMaker: Extract Question-Answer Pairs from Text in a One-Stop Approach

Large-scale question-answer (QA) pairs are critical for advancing resear...

0 Shaobo Cui, et al. ∙

∙ 02/22/2021

Factor-level Attentive ICF for Recommendation

Item-based collaborative filtering (ICF) enjoys the advantages of high r...

0 Zhiyong Cheng, et al. ∙

∙ 02/03/2021

Answer Questions with Right Image Regions: A Visual Attention Regularization Approach

Visual attention in Visual Question Answering (VQA) targets at locating ...

0 Yibing Liu, et al. ∙

∙ 10/30/2020

Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View

Recent studies have pointed out that many well-developed Visual Question...

3 Yangyang Guo, et al. ∙

∙ 06/20/2020

Enhancing Factorization Machines with Generalized Metric Learning

Factorization Machines (FMs) are effective in incorporating side informa...

0 Yangyang Guo, et al. ∙

∙ 05/13/2019

Quantifying and Alleviating the Language Prior Problem in Visual Question Answering

Benefiting from the advancement of computer vision, natural language pro...

0 Yangyang Guo, et al. ∙

∙ 11/26/2018

Attentive Long Short-Term Preference Modeling for Personalized Product Search

E-commerce users may expect different products even for the same query, ...

0 Yangyang Guo, et al. ∙

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