Yangyang Guo

Orcid: 0000-0001-8691-5372

According to our database1, Yangyang Guo authored at least 60 papers between 2013 and 2024.

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Bibliography

2024
UNK-VQA: A Dataset and a Probe Into the Abstention Ability of Multi-Modal Large Models.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Virtual human pose estimation in a fire education system for children with autism spectrum disorders.
Multim. Syst., April, 2024

Voice-Face Homogeneity Tells Deepfake.
ACM Trans. Multim. Comput. Commun. Appl., March, 2024

Learning to Agree on Vision Attention for Visual Commonsense Reasoning.
IEEE Trans. Multim., 2024

Audio-Driven Talking Video Frame Restoration.
IEEE Trans. Multim., 2024

Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities.
Swarm Evol. Comput., 2024

Fault diagnosis of mine main ventilator based on multi-eigenvalue selection and data fusion.
Eng. Appl. Artif. Intell., 2024

Less is more: Embracing sparsity and interpolation with Esiformer for time series forecasting.
CoRR, 2024

A Distance Similarity-based Genetic Optimization Algorithm for Satellite Ground Network Planning Considering Feeding Mode.
CoRR, 2024

Social Debiasing for Fair Multi-modal LLMs.
CoRR, 2024

Diffusion Facial Forgery Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PELA: Learning Parameter-Efficient Models with Low-Rank Approximation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Review Polarity-Wise Recommender.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Vision-Based Cow Tracking and Feeding Monitoring for Autonomous Livestock Farming: The YOLOv5s-CA+DeepSORT-Vision Transformer.
IEEE Robotics Autom. Mag., December, 2023

On Modality Bias Recognition and Reduction.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Semantic-Aware Triplet Loss for Image Classification.
IEEE Trans. Multim., 2023

Joint Answering and Explanation for Visual Commonsense Reasoning.
IEEE Trans. Image Process., 2023

Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

ELIP: Efficient Language-Image Pre-training with Fewer Vision Tokens.
CoRR, 2023

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.
CoRR, 2023

Towards Generalizable Deepfake Detection by Primary Region Regularization.
CoRR, 2023

A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching.
CoRR, 2023

Cattle body detection based on YOLOv5-ASFF for precision livestock farming.
Comput. Electron. Agric., 2023

Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Feature-Level Attentive ICF for Recommendation.
ACM Trans. Inf. Syst., 2022

Enhancing Factorization Machines With Generalized Metric Learning.
IEEE Trans. Knowl. Data Eng., 2022

Loss Re-Scaling VQA: Revisiting the Language Prior Problem From a Class-Imbalance View.
IEEE Trans. Image Process., 2022

C3D-ConvLSTM based cow behaviour classification using video data for precision livestock farming.
Comput. Electron. Agric., 2022

Compute to Tell the Tale: Goal-Driven Narrative Generation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Distance Matters in Human-Object Interaction Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Generic Image Manipulation Localization through the Lens of Multi-scale Spatial Inconsistence.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Rethinking Attention-Model Explainability through Faithfulness Violation Test.
Proceedings of the International Conference on Machine Learning, 2022

Deep Learning-Based Autonomous Cow Detection for Smart Livestock Farming.
Proceedings of the Green, Pervasive, and Cloud Computing - 17th International Conference, 2022

Chairs Can Be Stood On: Overcoming Object Bias in Human-Object Interaction Detection.
Proceedings of the Computer Vision, 2022

MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
OneStop QAMaker: Extract Question-Answer Pairs from Text in a One-Stop Approach.
CoRR, 2021

Factor-level Attentive ICF for Recommendation.
CoRR, 2021

Answer Questions with Right Image Regions: A Visual Attention Regularization Approach.
CoRR, 2021

Focal and Composed Vision-semantic Modeling for Visual Question Answering.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Precision Landing Test and Simulation of the Agricultural UAV on Apron.
Sensors, 2020

A Machine Vision-Based Method for Monitoring Broiler Chicken Floor Distribution.
Sensors, 2020

Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View.
CoRR, 2020

2019
Attentive Long Short-Term Preference Modeling for Personalized Product Search.
ACM Trans. Inf. Syst., 2019

Detection of cow mounting behavior using region geometry and optical flow characteristics.
Comput. Electron. Agric., 2019

Comparative Analysis of Non-Destructive Prediction Model of Soluble Solids Content for Malus micromalus Makino Based on Near-Infrared Spectroscopy.
IEEE Access, 2019

Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Multimedia Information Retrieval.
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Vehicle Lateral Stability Controller Design for Critical Running Conditions using NMPC Based on Vehicle Dynamics Safety Envelope.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Smart Heating Clothes Based on Bluetooth.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

2018
Multi-modal Preference Modeling for Product Search.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Hazard-evaluation-based Driver-automation Switched Shared Steering Control for Intelligent Vehicles.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

2014
Cell categories and k-nearest neighbor algorithm based decoding of primary motor cortical activity during reach-to-grasp task.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Mixed-signal SoC design and low power research for tire pressure monitoring systems.
Proceedings of the IEEE 10th International Conference on ASIC, 2013


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