Cross-modal mapping: Mitigating the modality gap for few-shot classification.

Wulin Xie

Xi Yang Wulin Xie Pai Peng Jie Wen 0001 Xiaohuan Lu Cross-modal mapping: Mitigating the modality gap for few-shot classification. 2026 113285 176 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113285 db/journals/pr/pr176.html#YangXPWL26 streams/journals/pr

Wulin Xie Rui Dai Ruidong Ding Kaikui Liu Xiangxiang Chu Xinwen Hou Jie Wen Q-Hawkeye: Reliable Visual Policy Optimization for Image Quality Assessment. 2026 January abs/2601.22920 CoRR https://doi.org/10.48550/arXiv.2601.22920 db/journals/corr/corr2601.html#abs-2601-22920 streams/journals/corr

Bingyan Nie Wulin Xie Lian Zhao Jiang Long Xiaohuan Lu Yinghao Ye Double missing multi-view multi-label classification via an attention-guided multi-space consistency alignment framework. 131558 2025 656 Neurocomputing https://doi.org/10.1016/j.neucom.2025.131558 db/journals/ijon/ijon656.html#NieXZLLY25 streams/journals/ijon

Jiarui Chen Wulin Xie Mengqing Wang Yinghao Ye Xiaohuan Lu Confidence-Enhanced Dual-Space Semantic Alignment for partial multi-view incomplete multi-label classification. 113507 2025 318 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.113507 db/journals/kbs/kbs318.html#ChenXWYL25 streams/journals/kbs

Lian Zhao Jie Wen 0001 Xiaohuan Lu Wai Keung Wong Jiang Long Wulin Xie Task-augmented cross-view imputation network for partial multi-view incomplete multi-label classification. 107349 2025 187 Neural Networks https://doi.org/10.1016/j.neunet.2025.107349 db/journals/nn/nn187.html#ZhaoWLWLX25 streams/journals/nn

Xiaohuan Lu Jiang Long Haitao Zhang Wulin Xie Lian Zhao Yinghao Ye Jie Wen 0001 Partial Multi-View Incomplete Multi-Label Learning Network With Quality-Aware Representation Fusion. 2025 11186-11199 35 IEEE Trans. Circuits Syst. Video Technol. 11 https://doi.org/10.1109/tcsvt.2025.3570702 db/journals/tcsv/tcsv35.html#LuLZXZYW25 streams/journals/tcsv

Yifan Zhang 0004 Tao Yu Haochen Tian 0001 Chaoyou Fu Peiyan Li 0001 Jianshu Zeng Wulin Xie Yang Shi 0009 Huanyu Zhang Junkang Wu Xue Wang 0010 Yibo Hu 0001 Bin Wen Tingting Gao Zhang Zhang 0001 Fan Yang 0094 Di Zhang 0026 Liang Wang 0001 Rong Jin 0001 MM-RLHF: The Next Step Forward in Multimodal LLM Alignment. 2025 ICML https://proceedings.mlr.press/v267/zhang25cs.html https://openreview.net/forum?id=ULJ4gJJYFp conf/icml/2025 db/conf/icml/icml2025.html#0004Y0FLZX0ZW0H25 Wulin Xie Lian Zhao Jiang Long Xiaohuan Lu Bingyan Nie Multi-View Factorizing and Disentangling: A Novel Framework for Incomplete Multi-View Multi-Label Classification. 1914-1923 2025 WACV https://doi.org/10.1109/WACV61041.2025.00193 conf/wacv/2025 db/conf/wacv/wacv2025.html#XieZLLN25

Wulin Xie Lian Zhao Jiang Long Xiaohuan Lu Bingyan Nie Multi-View Factorizing and Disentangling: A Novel Framework for Incomplete Multi-View Multi-Label Classification. 2025 January abs/2501.06524 CoRR https://doi.org/10.48550/arXiv.2501.06524 db/journals/corr/corr2501.html#abs-2501-06524 streams/journals/corr

Yifan Zhang 0004 Tao Yu Haochen Tian 0001 Chaoyou Fu Peiyan Li 0001 Jianshu Zeng Wulin Xie Yang Shi 0009 Huanyu Zhang Junkang Wu Xue Wang 0010 Yibo Hu 0001 Bin Wen Fan Yang 0094 Zhang Zhang 0001 Tingting Gao Di Zhang 0026 Liang Wang 0001 Rong Jin 0001 Tieniu Tan MM-RLHF: The Next Step Forward in Multimodal LLM Alignment. 2025 February abs/2502.10391 CoRR https://doi.org/10.48550/arXiv.2502.10391 db/journals/corr/corr2502.html#abs-2502-10391 streams/journals/corr

Wulin Xie Yifan Zhang 0004 Chaoyou Fu Yang Shi 0009 Bingyan Nie Hongkai Chen Zhang Zhang 0001 Liang Wang 0001 Tieniu Tan MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models. 2025 April abs/2504.03641 CoRR https://doi.org/10.48550/arXiv.2504.03641 db/journals/corr/corr2504.html#abs-2504-03641 streams/journals/corr

Yang Shi 0009 Huanqian Wang Wulin Xie Huanyao Zhang Lijie Zhao Yifan Zhang 0004 Xinfeng Li Chaoyou Fu Zhuoer Wen Wenting Liu Zhuoran Zhang 0003 Xinlong Chen Bohan Zeng Sihan Yang Yuanxing Zhang Pengfei Wan 0001 Haotian Wang 0001 Wenjing Yang 0002 MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios. 2025 May abs/2505.21333 CoRR https://doi.org/10.48550/arXiv.2505.21333 db/journals/corr/corr2505.html#abs-2505-21333 streams/journals/corr

Jiang Long Qi Zhang 0059 Xiaohuan Lu Jie Wen 0001 Lian Zhao Wulin Xie Multi-scale locality preserving projection for partial multi-view incomplete multi-label learning. 106748 2024 180 Neural Networks https://doi.org/10.1016/j.neunet.2024.106748 db/journals/nn/nn180.html#LongZLWZX24 streams/journals/nn

Bingyan Nie Wulin Xie Jiang Long Xiaohuan Lu Dual-Level Contrastive Learning Framework. 15-30 2024 ICONIP (7) https://doi.org/10.1007/978-981-96-6594-5_3 conf/iconip/2024-7 db/conf/iconip/iconip2024-7.html#NieXLL24 streams/conf/iconip Wulin Xie Xiaohuan Lu Yadong Liu Jiang Long Bob Zhang 0001 Shuping Zhao Jie Wen 0001 Uncertainty-Aware Pseudo-Labeling and Dual Graph Driven Network for Incomplete Multi-View Multi-Label Classification. 6656-6665 2024 ACM Multimedia https://doi.org/10.1145/3664647.3680932 https://www.wikidata.org/entity/Q131166324 conf/mm/2024 db/conf/mm/mm2024.html#XieLLL0Z024

Xiaohuan Lu Lian Zhao Wai Keung Wong Jie Wen 0001 Jiang Long Wulin Xie Task-Augmented Cross-View Imputation Network for Partial Multi-View Incomplete Multi-Label Classification. 2024 abs/2409.07931 CoRR https://doi.org/10.48550/arXiv.2409.07931 db/journals/corr/corr2409.html#abs-2409-07931 streams/journals/corr

Bingyan Nie Wulin Xie Jiang Long Xiaohuan Lu Incomplete Multi-view Multi-label Classification via a Dual-level Contrastive Learning Framework. 2024 abs/2411.18267 CoRR https://doi.org/10.48550/arXiv.2411.18267 db/journals/corr/corr2411.html#abs-2411-18267 streams/journals/corr

Hongkai Chen Jiarui Chen Xinlong Chen Xiangxiang Chu Rui Dai Ruidong Ding Chaoyou Fu Tingting Gao Xinwen Hou Yibo Hu 0001 Rong Jin 0001 Peiyan Li 0001 Xinfeng Li Kaikui Liu Wenting Liu Yadong Liu Jiang Long Xiaohuan Lu Bingyan Nie Pai Peng Yang Shi 0009 Tieniu Tan Haochen Tian 0001 Pengfei Wan 0001 Haotian Wang 0001 Huanqian Wang Liang Wang 0001 Mengqing Wang Xue Wang 0010 Bin Wen Jie Wen Jie Wen 0001 Zhuoer Wen Wai Keung Wong Junkang Wu Fan Yang 0094 Sihan Yang Wenjing Yang 0002 Xi Yang Yinghao Ye Tao Yu Bohan Zeng Jianshu Zeng Bob Zhang 0001 Di Zhang 0026 Haitao Zhang Huanyao Zhang Huanyu Zhang Qi Zhang 0059 Yifan Zhang 0004 Yuanxing Zhang Zhang Zhang 0001 Zhuoran Zhang 0003 Lian Zhao Lijie Zhao Shuping Zhao