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 001 (AAAI, 2024)

MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction. - Qiao Sun; Liujia Yang; Minghao Ma; Nanyang Ye 001; Qinying Gu (EMNLP, 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 001 (ICML, 2024)

Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning. - Qiao Sun; Liujia Yang; Minghao Ma; Nanyang Ye 001; Qinying Gu (CoRR, 2024)

Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing. - Nanyang Ye 001; Qiao Sun; Yifei Wang; Liujia Yang; Jundong Zhou; Lei Wang 029; Guang-Zhong Yang; Xinbing Wang; Chenghu Zhou; Wei Ren; Leilei Gu; Huaqiang Wu; et al. (CoRR, 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 006; Zhaoyu Zeng; Qinying Gu; Xinbing Wang; Chenghu Zhou; Nanyang Ye 001 (Int. J. Comput. Vis., 2024)

OoD-Control: Generalizing Control in Unseen Environments. - Nanyang Ye 001; 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., 2024)

Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework. - Qiao Sun; Jiexin Xie; Nanyang Ye 001; Qinying Gu; Shijie Guo (COLING, 2025)

Decision SpikeFormer: Spike-Driven Transformer for Decision Making. - Wei Huang; Qinying Gu; Nanyang Ye 001 (CVPR, 2025)

OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary. - Yifeng Yang; Lin Zhu; Zewen Sun; Hengyu Liu 007; Qinying Gu; Nanyang Ye 001 (CVPR, 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 001 (ICLR, 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; et al. (Nat. Mac. Intell., 2025)

Visual Position Prompt for MLLM based Visual Grounding. - Wei Tang 011; Yanpeng Sun; Qinying Gu; Zechao Li (CoRR, 2025)