| 2026 | AAAI | Satellite-Text-Prompted Large Language Model for Photovoltaic Power Forecasting. | Pengfei Jia, Jianghong Ma, Baoquan Zhang, Kenghong Lin, Xinyu Zhang, Chuyao Luo, Xutao Li, Yunming Ye |
| 2026 | AAAI | SGMT: Social Generating with Multiview-Guided Tuning In Recommender Systems. | Jianghong Ma, Changran He, Dezhao Yang, Tianjun Wei, Haijun Zhang, Xiaofeng Zhang |
| 2026 | AAAI | Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure. | Jingmao Zhang, Zhiting Zhao, Yunqi Lin, Jianghong Ma, Tianjun Wei, Haijun Zhang, Xiaofeng Zhang |
| 2026 | ACL | AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning. | Xiping Li, Jianghong Ma |
| 2025 | AAAI | FashionTailor: Controllable Clothing Editing for Human Images with Appearance Preserving. | Jie Hou, Jianghong Ma, Xiangyu Mu, Haijun Zhang, Zhao Zhang |
| 2025 | AAAI | CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation. | Shuai Tang, Sitao Lin, Jianghong Ma, Xiaofeng Zhang |
| 2025 | ICLR | RocketEval: Efficient automated LLM evaluation via grading checklist. | Tianjun Wei, Wei Wen, Ruizhi Qiao, Xing Sun, Jianghong Ma |
| 2024 | DASFAA | DRGame: Diversified Recommendation for Multi-category Video Games with Balanced Implicit Preferences. | Kangzhe Liu, Jianghong Ma, Shanshan Feng, Haijun Zhang, Zhao Zhang |
| 2024 | ICASSP | Towards Intelligent Design: A Self-Driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures. | Minglong Dong, Dongliang Zhou, Jianghong Ma, Haijun Zhang |
| 2024 | KDD | FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting. | Xinyu Zhang, Shanshan Feng, Jianghong Ma, Huiwei Lin, Xutao Li, Yunming Ye, Fan Li, Yew Soon Ong |
| 2024 | WWW | Category-based and Popularity-guided Video Game Recommendation: A Balance-oriented Framework. | Xiping Li, Jianghong Ma, Kangzhe Liu, Shanshan Feng, Haijun Zhang, Yutong Wang |
| 2023 | ACL | Asymmetric feature interaction for interpreting model predictions. | Xiaolei Lu, Jianghong Ma, Haode Zhang |
| 2023 | WWW | Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation. | Tianjun Wei, Jianghong Ma, Tommy W. S. Chow |
| 2023 | SIGIR | Collaborative Residual Metric Learning. | Tianjun Wei, Jianghong Ma, Tommy W. S. Chow |
| 2020 | ECCV | Latent Topic-Aware Multi-label Classification. | Jianghong Ma, Yang Liu |
| 2017 | INDIN | Multi-label classification for images with missing labels. | Jianghong Ma, Jicong Fan, Wei Wang |