| 2026 | AAAI | Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning. | Liqin Luo, Guangyao Chen, Xiawu Zheng, Yongxing Dai, Yixiong Zou, Yonghong Tian |
| 2026 | AAAI | KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs. | Baiyang Song, Jun Peng, Yuxin Zhang, Guangyao Chen, Feidiao Yang, Jianyuan Guo |
| 2026 | AAAI | Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling. | Hongwei Wang, Yangru Huang, Guangyao Chen, Xu Wang, Yi Jin |
| 2026 | AAAI | Start Small, Think Big: Curriculum-based Relative Policy Optimization for Visual Grounding. | Qingyang Yan, Guangyao Chen, Yixiong Zou |
| 2026 | AAAI | Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning. | Zhenyu Zhang, Guangyao Chen, Yixiong Zou, Zhimeng Huang, Yuhua Li |
| 2025 | CVPR | Automated Essential Concept Discovery for Few-Shot Out-of-Distribution Detection. | Guangyao Chen, Kai A. Horstmann, Zhilong Wang, Fengqi You |
| 2025 | ICCV | From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors Via LLM-guided Symbolic Reasoning. | Yuhui Zeng, Haoxiang Wu, Wenjie Nie, Guangyao Chen, Xiawu Zheng, Yunhang Shen, Jun Peng, Yonghong Tian, Rongrong Ji |
| 2025 | ICML | Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation. | Jintao Tong, Ran Ma, Yixiong Zou, Guangyao Chen, Yuhua Li, Ruixuan Li |
| 2025 | ICML | Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation. | Jintao Tong, Yixiong Zou, Guangyao Chen, Yuhua Li, Ruixuan Li |
| 2025 | ICML | When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network. | Dong Xiao, Guangyao Chen, Peixi Peng, Yangru Huang, Yifan Zhao, Yongxing Dai, Yonghong Tian |
| 2024 | AAAI | Adaptive Discovering and Merging for Incremental Novel Class Discovery. | Guangyao Chen, Peixi Peng, Yangru Huang, Mengyue Geng, Yonghong Tian |
| 2024 | IJCAI | AutoAgents: A Framework for Automatic Agent Generation. | Guangyao Chen, Siwei Dong, Yu Shu, Ge Zhang, Jaward Sesay, Brje Karlsson, Jie Fu, Yemin Shi |
| 2023 | ICIG | Learning Sparse Neural Networks with Identity Layers. | Mingjian Ni, Guangyao Chen, Xiawu Zheng, Peixi Peng, Li Yuan, Yonghong Tian |
| 2021 | CIBCB | Identification of Genes Associated with Alzheimer's Disease using Evolutionary Computation. | Guangyao Chen, James Sargant, Sheridan K. Houghten, Tyler Kennedy Collins |
| 2021 | ICCV | Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain. | Guangyao Chen, Peixi Peng, Li Ma, Jia Li, Lin Du, Yonghong Tian |
| 2020 | ECCV | Learning Open Set Network with Discriminative Reciprocal Points. | Guangyao Chen, Limeng Qiao, Yemin Shi, Peixi Peng, Jia Li, Tiejun Huang, Shiliang Pu, Yonghong Tian |
| 2019 | ICIP | AV1 in-loop Filtering using a Wide-Activation Structured Residual Network. | Guangyao Chen, Dandan Ding, Debargha Mukherjee, Urvang Joshi, Yue Chen |
| 2019 | PCS | A CNN-based In-loop Filtering Approach for AV1 Video Codec. | Dandan Ding, Guangyao Chen, Debargha Mukherjee, Urvang Joshi, Yue Chen |