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2020 – today
- 2025
[j5]Lin Zhu, Weihan Yin, Fan Wu, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
:
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization. Int. J. Comput. Vis. 133(10): 7076-7109 (2025)- [j4]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:
Human-centred design and fabrication of a wearable multimodal visual assistance system. Nat. Mac. Intell. 7(4): 627-638 (2025) - [j3]Lin Zhu, Yifeng Yang, Zichao Nie, Yuan Gao, Jiarui Li, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye:
InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection. IEEE Trans. Pattern Anal. Mach. Intell. 47(11): 10227-10242 (2025) - [c9]Qiao Sun, Jiexin Xie, Nanyang Ye, Qinying Gu, Shijie Guo:
Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework. COLING 2025: 10083-10090 - [c8]Wei Huang, Qinying Gu, Nanyang Ye:
Decision SpikeFormer: Spike-Driven Transformer for Decision Making. CVPR 2025: 19241-19250 - [c7]Yifeng Yang, Lin Zhu, Zewen Sun, Hengyu Liu, Qinying Gu, Nanyang Ye:
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary. CVPR 2025: 30630-30639 - [c6]Evelyn Jessica Jaya, Qinying Gu, Xinbing Wang, Nanyang Ye:
Conformalized Causal Learning for Uncertainty-Aware Mineral Prospectivity Mapping. ICANN (4) 2025: 115-127 - [c5]Lin Zhu, Xinbing Wang, Chenghu Zhou, Qinying Gu, Nanyang Ye:
Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models. ICLR 2025 - [c4]Xue Zhao, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye:
Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning. ICML 2025 - [i12]Lin Zhu, Xinbing Wang, Chenghu Zhou, Qinying Gu, Nanyang Ye:
Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models. CoRR abs/2502.07466 (2025) - [i11]Yifeng Yang, Lin Zhu, Zewen Sun, Hengyu Liu, Qinying Gu, Nanyang Ye:
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary. CoRR abs/2503.10468 (2025) - [i10]Wei Tang, Yanpeng Sun, Qinying Gu, Zechao Li:
Visual Position Prompt for MLLM based Visual Grounding. CoRR abs/2503.15426 (2025) - [i9]Wei Huang, Qinying Gu, Nanyang Ye:
Decision SpikeFormer: Spike-Driven Transformer for Decision Making. CoRR abs/2504.03800 (2025) - [i8]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:
Learning Primitive Embodied World Models: Towards Scalable Robotic Learning. CoRR abs/2508.20840 (2025) - [i7]Lin Zhu, Yifeng Yang, Xinbing Wang, Qinying Gu, Nanyang Ye:
ΔEnergy: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization. CoRR abs/2510.11296 (2025) - 2024
- [j2]Lin Zhu, Weihan Yin, Yiyao Yang, Fan Wu, Zhaoyu Zeng, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye:
Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization. Int. J. Comput. Vis. 132(9): 3375-3407 (2024) - [j1]Nanyang Ye, Zhaoyu Zeng, Jundong Zhou, Lin Zhu, Yuxiao Duan, Yifei Wu, Junqi Wu, Haoqi Zeng, Qinying Gu, Xinbing Wang, Chenghu Zhou:
OoD-Control: Generalizing Control in Unseen Environments. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7421-7433 (2024) - [c3]Xilong Zhao, Siyuan Bian, Yaoyun Zhang, Yuliang Zhang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye:
Domain Invariant Learning for Gaussian Processes and Bayesian Exploration. AAAI 2024: 17024-17032 - [c2]Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu:
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction. EMNLP 2024: 2817-2834 - [c1]Lin Zhu, Yifeng Yang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye:
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection. ICML 2024 - [i6]Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu:
Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning. CoRR abs/2403.07342 (2024) - [i5]Lin Zhu, Yifeng Yang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye:
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection. CoRR abs/2405.16417 (2024) - [i4]Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu:
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction. CoRR abs/2406.11234 (2024) - [i3]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:
Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing. CoRR abs/2412.02779 (2024) - [i2]Qiao Sun, Jiexin Xie, Nanyang Ye, Qinying Gu, Shijie Guo:
Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework. CoRR abs/2412.09946 (2024) - 2023
- [i1]Xilong Zhao, Siyuan Bian, Yaoyun Zhang, Yuliang Zhang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye:
Domain Invariant Learning for Gaussian Processes and Bayesian Exploration. CoRR abs/2312.11318 (2023)
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