Qinying Gu

29 papers A* 7B 1Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization.
IEEE Trans. Pattern Anal. Mach. Intell.
Lin Zhu, Weihan Yin, Yiyao Yang, Yifei Wu, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
2026 J jnl
NMRTrans: Structure Elucidation from Experimental NMR Spectra via Set Transformers.
CoRR
Liujia Yang, Zhuo Yang, Jiaqing Xie, Yubin Wang, Ben Gao, Tianfan Fu, Xingjian Wei, Jiaxing Sun, Jiang Wu, Conghui He, Yuqiang Li, Qinying Gu
2026 J jnl
Proximal Action Replacement for Behavior Cloning Actor-Critic in Offline Reinforcement Learning.
CoRR
Jinzong Dong, Wei Huang, Jianshu Zhang, Zhuo Chen, Xinzhe Yuan, Qinying Gu, Zhaohui Jiang, Nanyang Ye
2025 J jnl
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization.
Int. J. Comput. Vis.
Lin Zhu, Weihan Yin, Fan Wu, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
2025 — conf
Conformalized Causal Learning for Uncertainty-Aware Mineral Prospectivity Mapping.
ICANN (4)
Evelyn Jessica Jaya, Qinying Gu, Xinbing Wang, Nanyang Ye
2025 A* conf
Decision SpikeFormer: Spike-Driven Transformer for Decision Making.
CVPR
Wei Huang, Qinying Gu, Nanyang Ye
2025 J jnl
Decision SpikeFormer: Spike-Driven Transformer for Decision Making.
CoRR
Wei Huang, Qinying Gu, Nanyang Ye
2025 B conf
Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework.
COLING
Qiao Sun, Jiexin Xie, Nanyang Ye, Qinying Gu, Shijie Guo
2025 A* conf
Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning.
ICML
Xue Zhao, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
2025 J jnl
Human-centred design and fabrication of a wearable multimodal visual assistance system.
Nat. Mac. Intell.
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
2025 J jnl
InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Lin Zhu, Yifeng Yang, Zichao Nie, Yuan Gao, Jiarui Li, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
2025 J jnl
Learning Primitive Embodied World Models: Towards Scalable Robotic Learning.
CoRR
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
2025 A* conf
Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models.
ICLR
Lin Zhu, Xinbing Wang, Chenghu Zhou, Qinying Gu, Nanyang Ye
2025 J jnl
Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models.
CoRR
Lin Zhu, Xinbing Wang, Chenghu Zhou, Qinying Gu, Nanyang Ye
2025 A* conf
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary.
CVPR
Yifeng Yang, Lin Zhu, Zewen Sun, Hengyu Liu, Qinying Gu, Nanyang Ye
2025 J jnl
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary.
CoRR
Yifeng Yang, Lin Zhu, Zewen Sun, Hengyu Liu, Qinying Gu, Nanyang Ye
2025 J jnl
Visual Position Prompt for MLLM based Visual Grounding.
CoRR
Wei Tang, Yanpeng Sun, Qinying Gu, Zechao Li
2025 J jnl
ΔEnergy: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization.
CoRR
Lin Zhu, Yifeng Yang, Xinbing Wang, Qinying Gu, Nanyang Ye
2024 A* conf
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection.
ICML
Lin Zhu, Yifeng Yang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
2024 J jnl
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection.
CoRR
Lin Zhu, Yifeng Yang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
2024 A* conf
Domain Invariant Learning for Gaussian Processes and Bayesian Exploration.
AAAI
Xilong Zhao, Siyuan Bian, Yaoyun Zhang, Yuliang Zhang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
2024 J jnl
Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework.
CoRR
Qiao Sun, Jiexin Xie, Nanyang Ye, Qinying Gu, Shijie Guo
2024 A* conf
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction.
EMNLP
Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu
2024 J jnl
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction.
CoRR
Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu
2024 J jnl
OoD-Control: Generalizing Control in Unseen Environments.
IEEE Trans. Pattern Anal. Mach. Intell.
Nanyang Ye, Zhaoyu Zeng, Jundong Zhou, Lin Zhu, Yuxiao Duan, Yifei Wu, Junqi Wu, Haoqi Zeng, Qinying Gu, Xinbing Wang, Chenghu Zhou
2024 J jnl
Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning.
CoRR
Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu
2024 J jnl
Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing.
CoRR
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
2024 J jnl
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization.
Int. J. Comput. Vis.
Lin Zhu, Weihan Yin, Yiyao Yang, Fan Wu, Zhaoyu Zeng, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
2023 J jnl
Domain Invariant Learning for Gaussian Processes and Bayesian Exploration.
CoRR
Xilong Zhao, Siyuan Bian, Yaoyun Zhang, Yuliang Zhang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye