Qinying Gu

According to our database, Qinying Gu authored at least 18 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection.

Lin Zhu, Yifeng Yang, Zichao Nie, Yuan Gao, Jiarui Li, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye

IEEE Trans. Pattern Anal. Mach. Intell., November, 2025

Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization.

Lin Zhu, Weihan Yin, Fan Wu, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye

Int. J. Comput. Vis., October, 2025

ΔEnergy: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization.

Lin Zhu, Yifeng Yang, Xinbing Wang, Qinying Gu, Nanyang Ye

CoRR, October, 2025

Learning Primitive Embodied World Models: Towards Scalable Robotic Learning.

Qiao Sun, Liujia Yang, Wei Tang, Wei Huang, Kaixin Xu, Yongchao Chen, Mingyu Liu, Jiange Yang, Haoyi Zhu, Yating Wang, Tong He, Yilun Chen, Xili Dai, Nanyang Ye, Qinying Gu

CoRR, August, 2025

Visual Position Prompt for MLLM based Visual Grounding.

Wei Tang, Yanpeng Sun, Qinying Gu, Zechao Li

CoRR, March, 2025

Human-centred design and fabrication of a wearable multimodal visual assistance system.

Jian Tang, Yi Zhu, Gai Jiang, Lin Xiao, Wei Ren, Yu Zhou, Qinying Gu, Biao Yan, Jiayi Zhang, Hengchang Bi, Xing Wu, Zhiyong Fan, Leilei Gu

Nat. Mac. Intell., 2025

Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models.

Lin Zhu, Xinbing Wang, Chenghu Zhou, Qinying Gu, Nanyang Ye

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Conformalized Causal Learning for Uncertainty-Aware Mineral Prospectivity Mapping.

Evelyn Jessica Jaya, Qinying Gu, Xinbing Wang, Nanyang Ye

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2025, 2025

OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary.

Yifeng Yang, Lin Zhu, Zewen Sun, Hengyu Liu, Qinying Gu, Nanyang Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Decision SpikeFormer: Spike-Driven Transformer for Decision Making.

Wei Huang, Qinying Gu, Nanyang Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework.

Qiao Sun, Jiexin Xie, Nanyang Ye, Qinying Gu, Shijie Guo

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

OoD-Control: Generalizing Control in Unseen Environments.

Nanyang Ye, Zhaoyu Zeng, Jundong Zhou, Lin Zhu, Yuxiao Duan, Yifei Wu, Junqi Wu, Haoqi Zeng, Qinying Gu, Xinbing Wang, Chenghu Zhou

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization.

Lin Zhu, Weihan Yin, Yiyao Yang, Fan Wu, Zhaoyu Zeng, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye

Int. J. Comput. Vis., September, 2024

Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing.

Nanyang Ye, Qiao Sun, Yifei Wang, Liujia Yang, Jundong Zhou, Lei Wang, Guang-Zhong Yang, Xinbing Wang, Chenghu Zhou, Wei Ren, Leilei Gu, Huaqiang Wu, Qinying Gu

CoRR, 2024

Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning.

Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu

CoRR, 2024

CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection.

Lin Zhu, Yifeng Yang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction.

Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Domain Invariant Learning for Gaussian Processes and Bayesian Exploration.

Xilong Zhao, Siyuan Bian, Yaoyun Zhang, Yuliang Zhang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024