| 2026 | AAAI | Dual-Seed Evolutionary Algorithm for Noise Optimization in Diffusion Models. | Yuzheng Tan, Yuan He, Yao Zhu, Tianlin Huo, Huanqian Yan, Hang Su, Shuxin Zhang, Guangneng Hu |
| 2025 | AAAI | ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation. | Mengyang Wu, Yuzhi Zhao, Jialun Cao, Mingjie Xu, Zhongming Jiang, Xuehui Wang, Qinbin Li, Guangneng Hu, Shengchao Qin, Chi-Wing Fu |
| 2025 | ICML | SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning. | Jinpeng Chen, Runmin Cong, Yuzhi Zhao, Hongzheng Yang, Guangneng Hu, Horace H. S. Ip, Sam Kwong |
| 2024 | AAAI | Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA. | Chengen Lai, Shengli Song, Shiqi Meng, Jingyang Li, Sitong Yan, Guangneng Hu |
| 2024 | ECAI | MAMO: Multi-Task Architecture Learning via Multi-Objective and Gradients Mediative Kernel. | Yuzheng Tan, Guangneng Hu, Shuxin Zhang |
| 2024 | ECCV | Improving Vision and Language Concepts Understanding with Multimodal Counterfactual Samples. | Chengen Lai, Shengli Song, Sitong Yan, Guangneng Hu |
| 2023 | IJCAI | TITAN : Task-oriented Dialogues with Mixed-Initiative Interactions. | Sitong Yan, Shengli Song, Jingyang Li, Shiqi Meng, Guangneng Hu |
| 2021 | EACL | TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation. | Guangneng Hu, Qiang Yang |
| 2021 | WWW | Dual Side Deep Context-aware Modulation for Social Recommendation. | Bairan Fu, Wenming Zhang, Guangneng Hu, Xinyu Dai, Shujian Huang, Jiajun Chen |
| 2020 | EMNLP | PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation. | Guangneng Hu, Qiang Yang |
| 2019 | NAACL | Personalized Neural Embeddings for Collaborative Filtering with Text. | Guangneng Hu |
| 2019 | WWW | Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text. | Guangneng Hu, Yu Zhang, Qiang Yang |
| 2018 | CIKM | CoNet: Collaborative Cross Networks for Cross-Domain Recommendation. | Guangneng Hu, Yu Zhang, Qiang Yang |
| 2018 | KDD | CoNet: Collaborative Cross Networks for Cross-Domain Recommendation. | Guangneng Hu, Yu Zhang, Qiang Yang |