| 2026 | AAAI | PortfolioPilot: An Agentic Platform for Financial Portfolio Management Algorithm Development and Evaluation. | Jared Chan Xu Yang, Haokai Ma, Yunshan Ma |
| 2026 | ACL | PASs-MoE: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning. | ZhiYan Hou, Haiyun Guo, Haokai Ma, Yandu Sun, Yonghui Yang, Jinqiao Wang |
| 2026 | KDD | Align-for-Fusion: Harmonizing Triple Preferences via Dual-oriented Diffusion for Cross-domain Sequential Recommendation. | Yongfu Zha, Xinxin Dong, Haokai Ma, Yonghui Yang, Xiaodong Wang |
| 2025 | AAAI | Causal Inference over Visual-Semantic-Aligned Graph for Image Classification. | Lei Meng, Xiangxian Li, Xiaoshuo Yan, Haokai Ma, Zhuang Qi, Wei Wu, Xiangxu Meng |
| 2025 | AAAI | Curriculum Conditioned Diffusion for Multimodal Recommendation. | Yimeng Yang, Haokai Ma, Lei Meng, Shuo Xu, Ruobing Xie, Xiangxu Meng |
| 2025 | CIKM | International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025). | Yi Bin, Haoxuan Li, Haokai Ma, Yang Zhang, Wenjie Wang, Yunshan Ma, Yang Yang, Tat-Seng Chua |
| 2024 | AAAI | Plug-In Diffusion Model for Sequential Recommendation. | Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Zhanhui Kang |
| 2024 | IJCAI | SeeDRec: Sememe-based Diffusion for Sequential Recommendation. | Haokai Ma, Ruobing Xie, Lei Meng, Yimeng Yang, Xingwu Sun, Zhanhui Kang |
| 2024 | WWW | Multimodal Conditioned Diffusion Model for Recommendation. | Haokai Ma, Yimeng Yang, Lei Meng, Ruobing Xie, Xiangxu Meng |
| 2023 | ICIG | Unsupervised Segmentation of Haze Regions as Hard Attention for Haze Classification. | Jingyu Li, Haokai Ma, Xiangxian Li, Zhuang Qi, Xiangxu Meng, Lei Meng |
| 2023 | IJCNN | Cross-Modal Content Inference and Feature Enrichment for Cold-Start Recommendation. | Haokai Ma, Zhuang Qi, Xinxin Dong, Xiangxian Li, Yuze Zheng, Xiangxu Meng, Lei Meng |
| 2023 | RecSys | Exploring False Hard Negative Sample in Cross-Domain Recommendation. | Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Jie Zhou |