Yangyang Guo

101 papers A* 16B 1C 4Misc 1Journal 71Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Involuntary Jailbreak: On Self-Prompting Attacks.
Trans. Mach. Learn. Res.
Yangyang Guo, Yangyan Li, Mohan Kankanhalli
2026 J jnl
LLMs Can Unlearn Refusal with Only 1,000 Benign Samples.
CoRR
Yangyang Guo, Ziwei Xu, Si Liu, Zhiming Zheng, Mohan Kankanhalli
2026 J jnl
MBBo-RPSLD: Training a Multimodal BlenderBot for Rehabilitation in Post-Stroke Language Disorder.
IEEE J. Biomed. Health Informatics
Yangyang Guo, Airu Huang, Bo Peng, Yufeng Li, Wei Gu
2026 J jnl
MLE-YOLO: A lightweight and robust vehicle and pedestrian detector for adverse weather in autonomous driving.
Digit. Signal Process.
Danfeng Du, Mengju Bi, Yuchen Xie, Yang Liu, Guanlin Qi, Yangyang Guo
2026 J jnl
Towards Generalizable Deepfake Detection by Primary Region Regularization.
ACM Trans. Multim. Comput. Commun. Appl.
Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan Kankanhalli
2025 J jnl
A distance similarity-based genetic optimization algorithm for satellite ground network planning considering feeding mode.
Expert Syst. Appl.
Yingying Ren, Qiuli Li, Yangyang Guo, Witold Pedrycz, Lining Xing, Anfeng Liu, Yan-Jie Song
2025 J jnl
A reinforcement learning-assisted genetic programming algorithm for team formation problem considering person-job matching.
Neurocomputing
Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Lining Xing, Yanjie Song
2025 C conf
AI-based Animal Video Understanding for Smart Livestock Farming.
INDIN
Yangyang Guo, Shilei Wei, Zhenhao Li, Yongliang Qiao
2025 J jnl
An evolutionary task scheduling algorithm using fuzzy fitness evaluation method for communication satellite network.
Swarm Evol. Comput.
Xuemei Jiang, Yangyang Guo, Yue Zhang, Yanjie Song, Witold Pedrycz, Lining Xing
2025 J jnl
Event-based Stereo Visual-Inertial Odometry with Voxel Map.
CoRR
Zhaoxing Zhang, Xiaoxiang Wang, Chengliang Zhang, Yangyang Guo, Zikang Yuan, Xin Yang
2025 J jnl
FZOO: Fast Zeroth-Order Optimizer for Fine-Tuning Large Language Models towards Adam-Scale Speed.
CoRR
Sizhe Dang, Yangyang Guo, Yanjun Zhao, Haishan Ye, Xiaodong Zheng, Guang Dai, Ivor W. Tsang
2025 J jnl
Fair Deepfake Detectors Can Generalize.
CoRR
Harry Cheng, Ming-Hui Liu, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan S. Kankanhalli
2025 J jnl
Involuntary Jailbreak.
CoRR
Yangyang Guo, Yangyan Li, Mohan Kankanhalli
2025 A* conf
Joint Vision-Language Social Bias Removal for CLIP.
CVPR
Haoyu Zhang, Yangyang Guo, Mohan S. Kankanhalli
2025 Misc conf
Less Is More: Embracing Sparsity and Interpolation with Esiformer for Time Series Forecasting.
ICASSP
Yangyang Guo, Yanjun Zhao, Sizhe Dang, Tian Zhou, Liang Sun, Yi Qian
2025 C conf
Research Progress of Artificial Intelligence Technology in Livestock Pose Estimation.
INDIN
Cong Han, Shilei Wei, Yangyang Guo, Xiaoping Huang
2025 J jnl
VidLBEval: Benchmarking and Mitigating Language Bias in Video-Involved LVLMs.
CoRR
Yiming Yang, Yangyang Guo, Hui Lu, Yan Wang
2024 J jnl
A Distance Similarity-based Genetic Optimization Algorithm for Satellite Ground Network Planning Considering Feeding Mode.
CoRR
Yingying Ren, Qiuli Li, Yangyang Guo, Witold Pedrycz, Lining Xing, Anfeng Liu, Yanjie Song
2024 J jnl
Audio-Driven Talking Video Frame Restoration.
IEEE Trans. Multim.
Harry Cheng, Yangyang Guo, Jianhua Yin, Haonan Chen, Jiafang Wang, Liqiang Nie
2024 A* conf
Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness.
CVPR
Guangzhi Wang, Yangyang Guo, Ziwei Xu, Mohan S. Kankanhalli
2024 A* conf
Diffusion Facial Forgery Detection.
ACM Multimedia
Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan S. Kankanhalli
2024 J jnl
Diffusion Facial Forgery Detection.
CoRR
Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan S. Kankanhalli
2024 J jnl
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR.
CoRR
Zhenyang Li, Yangyang Guo, Kejie Wang, Xiaolin Chen, Liqiang Nie, Mohan S. Kankanhalli
2024 J jnl
Fault diagnosis of mine main ventilator based on multi-eigenvalue selection and data fusion.
Eng. Appl. Artif. Intell.
Zuzhi Tian, Xiankang Huang, Fangwei Xie, Xiangfan Wu, Jinjie Ji, Yangyang Guo
2024 — conf
FedADDP: Privacy-Preserving Personalized Federated Learning with Adaptive Dimensional Differential Privacy.
ICA3PP (5)
Yangyang Guo, Tao Zhang, Xutong Mu, Haoshuo Li, Xuewen Dong, Qi Li
2024 J jnl
Joint Vision-Language Social Bias Removal for CLIP.
CoRR
Haoyu Zhang, Yangyang Guo, Mohan S. Kankanhalli
2024 J jnl
Learning to Agree on Vision Attention for Visual Commonsense Reasoning.
IEEE Trans. Multim.
Zhenyang Li, Yangyang Guo, Kejie Wang, Fan Liu, Liqiang Nie, Mohan S. Kankanhalli
2024 J jnl
Less is more: Embracing sparsity and interpolation with Esiformer for time series forecasting.
CoRR
Yangyang Guo, Yanjun Zhao, Sizhe Dang, Tian Zhou, Liang Sun, Yi Qian
2024 A* conf
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation.
CVPR
Yangyang Guo, Guangzhi Wang, Mohan S. Kankanhalli
2024 J jnl
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities.
Swarm Evol. Comput.
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng
2024 J jnl
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency.
CoRR
Yangyang Guo, Mohan S. Kankanhalli
2024 J jnl
Social Debiasing for Fair Multi-modal LLMs.
CoRR
Harry Cheng, Yangyang Guo, Qingpei Guo, Ming Yang, Tian Gan, Liqiang Nie
2024 J jnl
Technical Report for ICML 2024 TiFA Workshop MLLM Attack Challenge: Suffix Injection and Projected Gradient Descent Can Easily Fool An MLLM.
CoRR
Yangyang Guo, Ziwei Xu, Xilie Xu, Yongkang Wong, Liqiang Nie, Mohan S. Kankanhalli
2024 J jnl
The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense.
CoRR
Yangyang Guo, Fangkai Jiao, Liqiang Nie, Mohan S. Kankanhalli
2024 J jnl
UNK-VQA: A Dataset and a Probe Into the Abstention Ability of Multi-Modal Large Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Yangyang Guo, Fangkai Jiao, Zhiqi Shen, Liqiang Nie, Mohan S. Kankanhalli
2024 J jnl
VidHal: Benchmarking Temporal Hallucinations in Vision LLMs.
CoRR
Wey Yeh Choong, Yangyang Guo, Mohan S. Kankanhalli
2024 J jnl
Virtual human pose estimation in a fire education system for children with autism spectrum disorders.
Multim. Syst.
Yangyang Guo, Hongye Liu, Yaojin Sun, Yongjun Ren
2024 J jnl
Voice-Face Homogeneity Tells Deepfake.
ACM Trans. Multim. Comput. Commun. Appl.
Harry Cheng, Yangyang Guo, Tianyi Wang, Qi Li, Xiaojun Chang, Liqiang Nie
2023 J jnl
A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching.
CoRR
Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, Ponnuthurai N. Suganthan, Yanjie Song
2023 J jnl
Cattle body detection based on YOLOv5-ASFF for precision livestock farming.
Comput. Electron. Agric.
Yongliang Qiao, Yangyang Guo, Dongjian He
2023 A* conf
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR.
ACM Multimedia
Zhenyang Li, Yangyang Guo, Kejie Wang, Xiaolin Chen, Liqiang Nie, Mohan S. Kankanhalli
2023 J jnl
ELIP: Efficient Language-Image Pre-training with Fewer Vision Tokens.
CoRR
Yangyang Guo, Haoyu Zhang, Liqiang Nie, Yongkang Wong, Mohan S. Kankanhalli
2023 J jnl
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions.
IEEE ACM Trans. Audio Speech Lang. Process.
Fangkai Jiao, Yangyang Guo, Minlie Huang, Liqiang Nie
2023 A* conf
Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract).
ICDE
Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang
2023 J jnl
Joint Answering and Explanation for Visual Commonsense Reasoning.
IEEE Trans. Image Process.
Zhenyang Li, Yangyang Guo, Kejie Wang, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli
2023 J jnl
Learning to Agree on Vision Attention for Visual Commonsense Reasoning.
CoRR
Zhenyang Li, Yangyang Guo, Kejie Wang, Fan Liu, Liqiang Nie, Mohan S. Kankanhalli
2023 J jnl
On Modality Bias Recognition and Reduction.
ACM Trans. Multim. Comput. Commun. Appl.
Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan S. Kankanhalli, Alberto Del Bimbo
2023 J jnl
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation.
CoRR
Yangyang Guo, Guangzhi Wang, Mohan S. Kankanhalli
2023 J jnl
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.
CoRR
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani
2023 J jnl
Review Polarity-Wise Recommender.
IEEE Trans. Neural Networks Learn. Syst.
Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, Liqiang Nie
2023 A* conf
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration.
ACM Multimedia
Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan S. Kankanhalli
2023 J jnl
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration.
CoRR
Harry Cheng, Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Mohan S. Kankanhalli
2023 J jnl
Semantic-Aware Triplet Loss for Image Classification.
IEEE Trans. Multim.
Guangzhi Wang, Yangyang Guo, Ziwei Xu, Yongkang Wong, Mohan S. Kankanhalli
2023 J jnl
Towards Generalizable Deepfake Detection by Primary Region Regularization.
CoRR
Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan S. Kankanhalli
2023 J jnl
Vision-Based Cow Tracking and Feeding Monitoring for Autonomous Livestock Farming: The YOLOv5s-CA+DeepSORT-Vision Transformer.
IEEE Robotics Autom. Mag.
Yangyang Guo, Wenhao Hong, Jiaxin Wu, Xiaoping Huang, Yongliang Qiao, He Kong
2022 A* conf
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA.
ACM Multimedia
Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan S. Kankanhalli
2022 J jnl
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA.
CoRR
Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan S. Kankanhalli
2022 J jnl
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach.
ACM Trans. Multim. Comput. Commun. Appl.
Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie, Min Zhang
2022 J jnl
C3D-ConvLSTM based cow behaviour classification using video data for precision livestock farming.
Comput. Electron. Agric.
Yongliang Qiao, Yangyang Guo, Keping Yu, Dongjian He
2022 — conf
Chairs Can Be Stood On: Overcoming Object Bias in Human-Object Interaction Detection.
ECCV (24)
Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli
2022 J jnl
Chairs Can be Stood on: Overcoming Object Bias in Human-Object Interaction Detection.
CoRR
Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli
2022 A* conf
Compute to Tell the Tale: Goal-Driven Narrative Generation.
ACM Multimedia
Yongkang Wong, Shaojing Fan, Yangyang Guo, Ziwei Xu, Karen Stephen, Rishabh Sheoran, Anusha Bhamidipati, Vivek Barsopia, Jianquan Liu, Mohan S. Kankanhalli
2022 C conf
Deep Learning-Based Autonomous Cow Detection for Smart Livestock Farming.
GPC
Yongliang Qiao, Yangyang Guo, Dongjian He
2022 A* conf
Distance Matters in Human-Object Interaction Detection.
ACM Multimedia
Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli
2022 J jnl
Distance Matters in Human-Object Interaction Detection.
CoRR
Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli
2022 J jnl
Enhancing Factorization Machines With Generalized Metric Learning.
IEEE Trans. Knowl. Data Eng.
Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang
2022 J jnl
Feature-Level Attentive ICF for Recommendation.
ACM Trans. Inf. Syst.
Zhiyong Cheng, Fan Liu, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie
2022 A* conf
Generic Image Manipulation Localization through the Lens of Multi-scale Spatial Inconsistence.
ACM Multimedia
Zan Gao, Shenghao Chen, Yangyang Guo, Weili Guan, Jie Nie, Anan Liu
2022 J jnl
Joint Answering and Explanation for Visual Commonsense Reasoning.
CoRR
Zhenyang Li, Yangyang Guo, Kejie Wang, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli
2022 J jnl
Loss Re-Scaling VQA: Revisiting the Language Prior Problem From a Class-Imbalance View.
IEEE Trans. Image Process.
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian, Min Zhang
2022 — conf
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning.
ACL (Findings)
Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie
2022 J jnl
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning.
CoRR
Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie
2022 J jnl
On Modality Bias Recognition and Reduction.
CoRR
Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan S. Kankanhalli, Alberto Del Bimbo
2022 A* conf
Rethinking Attention-Model Explainability through Faithfulness Violation Test.
ICML
Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang
2022 J jnl
Rethinking Attention-Model Explainability through Faithfulness Violation Test.
CoRR
Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang
2021 A* conf
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss.
IJCAI
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo
2021 J jnl
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss.
CoRR
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo
2021 J jnl
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach.
CoRR
Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie
2021 J jnl
Factor-level Attentive ICF for Recommendation.
CoRR
Zhiyong Cheng, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie
2021 A* conf
Focal and Composed Vision-semantic Modeling for Visual Question Answering.
ACM Multimedia
Yudong Han, Yangyang Guo, Jianhua Yin, Meng Liu, Yupeng Hu, Liqiang Nie
2021 J jnl
OneStop QAMaker: Extract Question-Answer Pairs from Text in a One-Stop Approach.
CoRR
Shaobo Cui, Xintong Bao, Xinxing Zu, Yangyang Guo, Zhongzhou Zhao, Ji Zhang, Haiqing Chen
2021 — conf
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training.
ACL/IJCNLP (Findings)
Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie
2021 J jnl
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training.
CoRR
Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie
2021 J jnl
Review Polarity-wise Recommender.
CoRR
Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, Liqiang Nie
2020 J jnl
A Machine Vision-Based Method for Monitoring Broiler Chicken Floor Distribution.
Sensors
Yangyang Guo, Lilong Chai, Samuel E. Aggrey, Adelumola Oladeinde, Jasmine Johnson, Gregory Zock
2020 J jnl
Enhancing Factorization Machines with Generalized Metric Learning.
CoRR
Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang
2020 J jnl
Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View.
CoRR
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian
2020 J jnl
Precision Landing Test and Simulation of the Agricultural UAV on Apron.
Sensors
Yangyang Guo, Jiaqian Guo, Chang Liu, Hongting Xiong, Lilong Chai, Dongjian He
2019 J jnl
Attentive Long Short-Term Preference Modeling for Personalized Product Search.
ACM Trans. Inf. Syst.
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli
2019 J jnl
Comparative Analysis of Non-Destructive Prediction Model of Soluble Solids Content for Malus micromalus Makino Based on Near-Infrared Spectroscopy.
IEEE Access
Qiang Gao, Meili Wang, Yangyang Guo, Xiaoqiang Zhao, Dongjian He
2019 J jnl
Detection of cow mounting behavior using region geometry and optical flow characteristics.
Comput. Electron. Agric.
Yangyang Guo, Ziru Zhang, Dongjian He, Jinyu Niu, Yi Tan
2019 — conf
Multimedia Information Retrieval.
MMAsia
Yangyang Guo
2019 A* conf
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.
SIGIR
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli
2019 J jnl
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.
CoRR
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli
2019 — conf
Smart Heating Clothes Based on Bluetooth.
ICCSE
Xuwei Fan, Hezhi Lin, Chaolin Ye, Yangyang Guo, Lianfen Huang
2019 C conf
Vehicle Lateral Stability Controller Design for Critical Running Conditions using NMPC Based on Vehicle Dynamics Safety Envelope.
ISCAS
Yangyang Guo, Hongyan Guo, Zhenyu Yin, Maoyuan Cui, Hong Chen
2018 J jnl
Attentive Long Short-Term Preference Modeling for Personalized Product Search.
CoRR
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli
2018 B conf
Hazard-evaluation-based Driver-automation Switched Shared Steering Control for Intelligent Vehicles.
Intelligent Vehicles Symposium
Yangyang Guo, Jun Liu, Linhuan Song, Hongyan Guo, Yunfeng Hu, Hong Chen
2018 A* conf
Multi-modal Preference Modeling for Product Search.
ACM Multimedia
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Xin-Shun Xu, Mohan S. Kankanhalli
2014 — conf
Cell categories and k-nearest neighbor algorithm based decoding of primary motor cortical activity during reach-to-grasp task.
EMBC
Yangyang Guo, Wei Li, Jiping He
2013 — conf
Mixed-signal SoC design and low power research for tire pressure monitoring systems.
ASICON
Yangyang Guo, Liji Wu, Tengfei Zhai, Xiao Yu, Xiangmin Zhang