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ORCIDHaokai Ma
Publications
- 2025
[c17]Yimeng Yang
, Haokai Ma, Lei Meng, Shuo Xu, Ruobing Xie, Xiangxu Meng:
Curriculum Conditioned Diffusion for Multimodal Recommendation. AAAI 2025: 13035-13043- [c16]Lei Meng, Xiangxian Li, Xiaoshuo Yan, Haokai Ma, Zhuang Qi, Wei Wu, Xiangxu Meng:
Causal Inference over Visual-Semantic-Aligned Graph for Image Classification. AAAI 2025: 19449-19457 - [i11]Haokai Ma, Yunshan Ma, Ruobing Xie, Lei Meng, Jialie Shen, Xingwu Sun, Zhanhui Kang, Tat-Seng Chua:
Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training. CoRR abs/2504.08949 (2025) - 2024
- [j4]Xiangxian Li, Yuze Zheng, Haokai Ma, Zhuang Qi, Xiangxu Meng, Lei Meng:
Cross-modal learning using privileged information for long-tailed image classification. Comput. Vis. Media 10(5): 981-992 (2024) - [j2]Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Jie Zhou:
Triple Sequence Learning for Cross-domain Recommendation. ACM Trans. Inf. Syst. 42(4): 91:1-91:29 (2024) - [c14]Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Zhanhui Kang:
Plug-In Diffusion Model for Sequential Recommendation. AAAI 2024: 8886-8894 - [c13]Haokai Ma, Ruobing Xie, Lei Meng, Yimeng Yang, Xingwu Sun, Zhanhui Kang:
SeeDRec: Sememe-based Diffusion for Sequential Recommendation. IJCAI 2024: 2270-2278 - [c12]Yuqing Wang, Lei Meng, Haokai Ma, Yuqing Wang, Haibei Huang, Xiangxu Meng:
Modeling Event-level Causal Representation for Video Classification. ACM Multimedia 2024: 3936-3944 - [c11]Haokai Ma, Yimeng Yang, Lei Meng, Ruobing Xie, Xiangxu Meng:
Multimodal Conditioned Diffusion Model for Recommendation. WWW (Companion Volume) 2024: 1733-1740 - [i5]Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Zhanhui Kang:
Plug-in Diffusion Model for Sequential Recommendation. CoRR abs/2401.02913 (2024) - [i4]Haokai Ma, Ruobing Xie, Lei Meng, Fuli Feng, Xiaoyu Du, Xingwu Sun, Zhanhui Kang, Xiangxu Meng:
Negative Sampling in Recommendation: A Survey and Future Directions. CoRR abs/2409.07237 (2024) - [i3]Shuo Xu, Haokai Ma, Yunshan Ma, Xiaohao Liu, Lei Meng, Xiangxu Meng, Tat-Seng Chua:
Headache to Overstock? Promoting Long-tail Items through Debiased Product Bundling. CoRR abs/2411.19107 (2024) - 2023
- [c10]Jingyu Li, Haokai Ma, Xiangxian Li, Zhuang Qi, Xiangxu Meng, Lei Meng:
Unsupervised Segmentation of Haze Regions as Hard Attention for Haze Classification. ICIG (4) 2023: 346-359 - [c9]Haokai Ma, Zhuang Qi, Xinxin Dong, Xiangxian Li, Yuze Zheng, Xiangxu Meng, Lei Meng:
Cross-Modal Content Inference and Feature Enrichment for Cold-Start Recommendation. IJCNN 2023: 1-8 - [c8]Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Jie Zhou:
Exploring False Hard Negative Sample in Cross-Domain Recommendation. RecSys 2023: 502-514 - [i2]Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Jie Zhou:
Triple Sequence Learning for Cross-domain Recommendation. CoRR abs/2304.05027 (2023) - [i1]Haokai Ma, Zhuang Qi, Xinxin Dong, Xiangxian Li, Yuze Zheng, Xiangxu Meng, Lei Meng:
Cross-Modal Content Inference and Feature Enrichment for Cold-Start Recommendation. CoRR abs/2307.02761 (2023) - 2022
- [c7]Jinxing Liu, Junjin Xiao, Haokai Ma, Xiangxian Li, Zhuang Qi, Xiangxu Meng, Lei Meng:
Prompt Learning with Cross-Modal Feature Alignment for Visual Domain Adaptation. CICAI (1) 2022: 416-428 - [c6]Hang Wu, Xi Chen, Xuelong Li, Haokai Ma, Yuze Zheng, Xiangxian Li, Xiangxu Meng, Lei Meng:
VAFA: A Visually-Aware Food Analysis System for Socially-Engaged Diet Management. CICAI (3) 2022: 554-558 - [c5]Yuqing Wang, Xiangxian Li, Haokai Ma, Zhuang Qi, Xiangxu Meng, Lei Meng:
Causal Inference with Sample Balancing for Out-of-Distribution Detection in Visual Classification. CICAI (1) 2022: 572-583 - [c4]Hang Wu, Xi Chen, Xuelong Li, Haokai Ma, Yuze Zheng, Xiangxian Li, Xiangxu Meng, Lei Meng:
A Visually-Aware Food Analysis System for Diet Management. ICME Workshops 2022: 1 - [c3]Jingyu Li, Haokai Ma, Xiangxian Li, Zhuang Qi, Lei Meng, Xiangxu Meng:
Unsupervised Contrastive Masking for Visual Haze Classification. ICMR 2022: 426-434 - 2021
- [c2]Xiangxian Li, Haokai Ma, Lei Meng, Xiangxu Meng:
Comparative Study of Adversarial Training Methods for Long-tailed Classification. AdvM @ ACM Multimedia 2021: 1-7 - [c1]Haokai Ma, Xiangxian Li, Lei Meng, Xiangxu Meng:
Comparative Study of Adversarial Training Methods for Cold-Start Recommendation. AdvM @ ACM Multimedia 2021: 28-34
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