| 2026 | KSEM | FedAMM: Mitigating Shared Parameter Drift in Personalized Federated Learning via Momentum-Guided Server Aggregation. | Tao Zhang, Yangyang Guo, Lele Zheng, Feiyang Yuan, Chao Zhang |
| 2025 | CVPR | Joint Vision-Language Social Bias Removal for CLIP. | Haoyu Zhang, Yangyang Guo, Mohan S. Kankanhalli |
| 2025 | ICASSP | Less Is More: Embracing Sparsity and Interpolation with Esiformer for Time Series Forecasting. | Yangyang Guo, Yanjun Zhao, Sizhe Dang, Tian Zhou, Liang Sun, Yi Qian |
| 2025 | ICCV | Social Debiasing for Fair Multi-Modal LLMs. | Harry Cheng, Yangyang Guo, Qing Guo, Ming-Hsuan Yang, Tian Gan, Weili Guan, Liqiang Nie |
| 2025 | ICCV | SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency. | Yangyang Guo, Mohan Kankanhalli |
| 2025 | INDIN | AI-based Animal Video Understanding for Smart Livestock Farming. | Yangyang Guo, Shilei Wei, Zhenhao Li, Yongliang Qiao |
| 2025 | INDIN | Research Progress of Artificial Intelligence Technology in Livestock Pose Estimation. | Cong Han, Shilei Wei, Yangyang Guo, Xiaoping Huang |
| 2024 | CVPR | PELA: Learning Parameter-Efficient Models with Low-Rank Approximation. | Yangyang Guo, Guangzhi Wang, Mohan S. Kankanhalli |
| 2024 | CVPR | Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness. | Guangzhi Wang, Yangyang Guo, Ziwei Xu, Mohan S. Kankanhalli |
| 2024 | ICA3PP | FedADDP: Privacy-Preserving Personalized Federated Learning with Adaptive Dimensional Differential Privacy. | Yangyang Guo, Tao Zhang, Xutong Mu, Haoshuo Li, Xuewen Dong, Qi Li |
| 2023 | ICDE | Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract). | Yangyang Guo, Zhiyong Cheng, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang |
| 2022 | ACL | MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. | Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie |
| 2022 | ECCV | Chairs Can Be Stood On: Overcoming Object Bias in Human-Object Interaction Detection. | Guangzhi Wang, Yangyang Guo, Yongkang Wong, Mohan S. Kankanhalli |
| 2022 | GPC | Deep Learning-Based Autonomous Cow Detection for Smart Livestock Farming. | Yongliang Qiao, Yangyang Guo, Dongjian He |
| 2022 | ICML | Rethinking Attention-Model Explainability through Faithfulness Violation Test. | Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang |
| 2021 | ACL | REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. | Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie |
| 2021 | IJCAI | AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss. | Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo |
| 2019 | ISCAS | Vehicle Lateral Stability Controller Design for Critical Running Conditions using NMPC Based on Vehicle Dynamics Safety Envelope. | Yangyang Guo, Hongyan Guo, Zhenyu Yin, Maoyuan Cui, Hong Chen |
| 2019 | SIGIR | Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. | Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan S. Kankanhalli |