Yangyang Guo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 72

Top Topics

Commonsense Reasoning

Image Manipulation

Question Answering

Top Venues

Comput. Electron. Agric.

IEEE Trans. Multim.

Publications

Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan S. Kankanhalli
Diffusion Facial Forgery Detection. CoRR (2024)
Zhenyang Li, Yangyang Guo, Kejie Wang, Xiaolin Chen, Liqiang Nie, Mohan S. Kankanhalli
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR. CoRR (2024)
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities. Swarm Evol. Comput. 86 (2024)
Harry Cheng, Yangyang Guo, Tianyi Wang, Qi Li, Xiaojun Chang, Liqiang Nie
Voice-Face Homogeneity Tells Deepfake. ACM Trans. Multim. Comput. Commun. Appl. 20 (3) (2024)
Zuzhi Tian, Xiankang Huang, Fangwei Xie, Xiangfan Wu, Jinjie Ji, Yangyang Guo
Fault diagnosis of mine main ventilator based on multi-eigenvalue selection and data fusion. Eng. Appl. Artif. Intell. 133 (2024)
Harry Cheng, Yangyang Guo, Jianhua Yin, Haonan Chen, Jiafang Wang, Liqiang Nie
Audio-Driven Talking Video Frame Restoration. IEEE Trans. Multim. 26 (2024)
Yangyang Guo, Hongye Liu, Yaojin Sun, Yongjun Ren
Virtual human pose estimation in a fire education system for children with autism spectrum disorders. Multim. Syst. 30 (2) (2024)
Zhenyang Li, Yangyang Guo, Kejie Wang, Fan Liu, Liqiang Nie, Mohan S. Kankanhalli
Learning to Agree on Vision Attention for Visual Commonsense Reasoning. IEEE Trans. Multim. 26 (2024)
Zhenyang Li, Yangyang Guo, Kejie Wang, Xiaolin Chen, Liqiang Nie, Mohan S. Kankanhalli
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR. ACM Multimedia (2023)
Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan S. Kankanhalli
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration. CoRR (2023)
Yangyang Guo, Haoyu Zhang, Liqiang Nie, Yongkang Wong, Mohan S. Kankanhalli
ELIP: Efficient Language-Image Pre-training with Fewer Vision Tokens. CoRR (2023)
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities. CoRR (2023)
Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang
Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract). ICDE (2023)
Yongliang Qiao, Yangyang Guo, Dongjian He
Cattle body detection based on YOLOv5-ASFF for precision livestock farming. Comput. Electron. Agric. 204 (2023)
Yangyang Guo, Guangzhi Wang, Mohan S. Kankanhalli
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation. CoRR (2023)
Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan S. Kankanhalli
Towards Generalizable Deepfake Detection by Primary Region Regularization. CoRR (2023)
Guangzhi Wang, Yangyang Guo, Mohan S. Kankanhalli
Mining Conditional Part Semantics with Occluded Extrapolation for Human-Object Interaction Detection. CoRR (2023)
Guangzhi Wang, Yangyang Guo, Ziwei Xu, Yongkang Wong, Mohan S. Kankanhalli
Semantic-Aware Triplet Loss for Image Classification. IEEE Trans. Multim. 25 (2023)
Yangyang Guo, Wenhao Hong, Jiaxin Wu, Xiaoping Huang, Yongliang Qiao, He Kong
Vision-Based Cow Tracking and Feeding Monitoring for Autonomous Livestock Farming: The YOLOv5s-CA+DeepSORT-Vision Transformer. IEEE Robotics Autom. Mag. 30 (4) (2023)
Zhenyang Li, Yangyang Guo, Kejie Wang, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli
Joint Answering and Explanation for Visual Commonsense Reasoning. IEEE Trans. Image Process. 32 (2023)
Fangkai Jiao, Yangyang Guo, Minlie Huang, Liqiang Nie
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan S. Kankanhalli
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration. ACM Multimedia (2023)
Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan S. Kankanhalli, Alberto Del Bimbo
On Modality Bias Recognition and Reduction. ACM Trans. Multim. Comput. Commun. Appl. 19 (3) (2023)
Zhenyang Li, Yangyang Guo, Kejie Wang, Fan Liu, Liqiang Nie, Mohan S. Kankanhalli
Learning to Agree on Vision Attention for Visual Commonsense Reasoning. CoRR (2023)
Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, Ponnuthurai N. Suganthan, Yanjie Song
A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching. CoRR (2023)
Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, Liqiang Nie
Review Polarity-Wise Recommender. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli
Distance Matters in Human-Object Interaction Detection. ACM Multimedia (2022)
Zhenyang Li, Yangyang Guo, Kejie Wang, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli
Joint Answering and Explanation for Visual Commonsense Reasoning. CoRR (2022)
Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. ACL (Findings) (2022)
Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. CoRR (2022)
Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan S. Kankanhalli
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA. ACM Multimedia (2022)
Yongliang Qiao, Yangyang Guo, Keping Yu, Dongjian He
C3D-ConvLSTM based cow behaviour classification using video data for precision livestock farming. Comput. Electron. Agric. 193 (2022)
Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan S. Kankanhalli, Alberto Del Bimbo
On Modality Bias Recognition and Reduction. CoRR (2022)
Zhiyong Cheng, Fan Liu, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie
Feature-Level Attentive ICF for Recommendation. ACM Trans. Inf. Syst. 40 (4) (2022)
Harry Cheng, Yangyang Guo, Tianyi Wang, Qi Li, Tao Ye, Liqiang Nie
Voice-Face Homogeneity Tells Deepfake. CoRR (2022)
Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie, Min Zhang
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach. ACM Trans. Multim. Comput. Commun. Appl. 18 (4) (2022)
Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan S. Kankanhalli
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA. CoRR (2022)
Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang
Enhancing Factorization Machines With Generalized Metric Learning. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Yongliang Qiao, Yangyang Guo, Dongjian He
Deep Learning-Based Autonomous Cow Detection for Smart Livestock Farming. GPC (2022)
Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang
Rethinking Attention-Model Explainability through Faithfulness Violation Test. ICML (2022)
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian, Min Zhang
Loss Re-Scaling VQA: Revisiting the Language Prior Problem From a Class-Imbalance View. IEEE Trans. Image Process. 31 (2022)
Zan Gao, Shenghao Chen, Yangyang Guo, Weili Guan, Jie Nie, Anan Liu
Generic Image Manipulation Localization through the Lens of Multi-scale Spatial Inconsistence. ACM Multimedia (2022)
Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli
Distance Matters in Human-Object Interaction Detection. CoRR (2022)
Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli
Chairs Can Be Stood On: Overcoming Object Bias in Human-Object Interaction Detection. ECCV (24) (2022)
Yongkang Wong, Shaojing Fan, Yangyang Guo, Ziwei Xu, Karen Stephen, Rishabh Sheoran, Anusha Bhamidipati, Vivek Barsopia, Jianquan Liu, Mohan S. Kankanhalli
Compute to Tell the Tale: Goal-Driven Narrative Generation. ACM Multimedia (2022)
Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli
Chairs Can be Stood on: Overcoming Object Bias in Human-Object Interaction Detection. CoRR (2022)
Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang
Rethinking Attention-Model Explainability through Faithfulness Violation Test. CoRR (2022)
Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach. CoRR (2021)
Xiangkun Yin, Yangyang Guo, Liqiang Nie, Zhiyong Cheng
When Product Search Meets Collaborative Filtering: A Hierarchical Heterogeneous Graph Neural Network Approach. CoRR (2021)
Zhiyong Cheng, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie
Factor-level Attentive ICF for Recommendation. CoRR (2021)
Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. ACL/IJCNLP (Findings) (2021)
Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. CoRR (2021)
Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, Liqiang Nie
Review Polarity-wise Recommender. CoRR (2021)
Shaobo Cui, Xintong Bao, Xinxing Zu, Yangyang Guo, Zhongzhou Zhao, Ji Zhang, Haiqing Chen
OneStop QAMaker: Extract Question-Answer Pairs from Text in a One-Stop Approach. CoRR (2021)
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss. IJCAI (2021)
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss. CoRR (2021)
Yudong Han, Yangyang Guo, Jianhua Yin, Meng Liu, Yupeng Hu, Liqiang Nie
Focal and Composed Vision-semantic Modeling for Visual Question Answering. ACM Multimedia (2021)
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian
Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View. CoRR (2020)
Yangyang Guo, Jiaqian Guo, Chang Liu, Hongting Xiong, Lilong Chai, Dongjian He
Precision Landing Test and Simulation of the Agricultural UAV on Apron. Sensors 20 (12) (2020)
Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang
Enhancing Factorization Machines with Generalized Metric Learning. CoRR (2020)
Yangyang Guo, Lilong Chai, Samuel E. Aggrey, Adelumola Oladeinde, Jasmine Johnson, Gregory Zock
A Machine Vision-Based Method for Monitoring Broiler Chicken Floor Distribution. Sensors 20 (11) (2020)
Yangyang Guo, Ziru Zhang, Dongjian He, Jinyu Niu, Yi Tan
Detection of cow mounting behavior using region geometry and optical flow characteristics. Comput. Electron. Agric. 163 (2019)
Xuwei Fan, Hezhi Lin, Chaolin Ye, Yangyang Guo, Lianfen Huang
Smart Heating Clothes Based on Bluetooth. ICCSE (2019)
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. CoRR (2019)
Yangyang Guo, Hongyan Guo, Zhenyu Yin, Maoyuan Cui, Hong Chen
Vehicle Lateral Stability Controller Design for Critical Running Conditions using NMPC Based on Vehicle Dynamics Safety Envelope. ISCAS (2019)
Qiang Gao, Meili Wang, Yangyang Guo, Xiaoqiang Zhao, Dongjian He
Comparative Analysis of Non-Destructive Prediction Model of Soluble Solids Content for Malus micromalus Makino Based on Near-Infrared Spectroscopy. IEEE Access 7 (2019)
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. SIGIR (2019)
Yangyang Guo
Multimedia Information Retrieval. MMAsia (2019)
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli
Attentive Long Short-Term Preference Modeling for Personalized Product Search. ACM Trans. Inf. Syst. 37 (2) (2019)
Yangyang Guo, Jun Liu, Linhuan Song, Hongyan Guo, Yunfeng Hu, Hong Chen
Hazard-evaluation-based Driver-automation Switched Shared Steering Control for Intelligent Vehicles. Intelligent Vehicles Symposium (2018)
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli
Attentive Long Short-Term Preference Modeling for Personalized Product Search. CoRR (2018)
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Xin-Shun Xu, Mohan S. Kankanhalli
Multi-modal Preference Modeling for Product Search. ACM Multimedia (2018)
Yangyang Guo, Wei Li, Jiping He
Cell categories and k-nearest neighbor algorithm based decoding of primary motor cortical activity during reach-to-grasp task. EMBC (2014)
Yangyang Guo, Liji Wu, Tengfei Zhai, Xiao Yu, Xiangmin Zhang
Mixed-signal SoC design and low power research for tire pressure monitoring systems. ASICON (2013)