| 2026 | AAAI | Parameter Merging with Gradient-Guided Supermasks in Online Continual Learning. | Benliu Qiu, Heqian Qiu, Lanxiao Wang, Taijin Zhao, Yu Dai, Lili Pan, Hongliang Li |
| 2023 | CVPR | CafeBoost: Causal Feature Boost to Eliminate Task-Induced Bias for Class Incremental Learning. | Benliu Qiu, Hongliang Li, Haitao Wen, Heqian Qiu, Lanxiao Wang, Fanman Meng, Qingbo Wu, Lili Pan |
| 2023 | ICONIP | PTCP: Alleviate Layer Collapse in Pruning at Initialization via Parameter Threshold Compensation and Preservation. | Xinpeng Hao, Shiyuan Tang, Heqian Qiu, Hefei Mei, Benliu Qiu, Jian Jiao, Chuanyang Gong, Hongliang Li |
| 2023 | ICONIP | Novel-Registrable Weights and Region-Level Contrastive Learning for Incremental Few-shot Object Detection. | Shiyuan Tang, Hefei Mei, Heqian Qiu, Xinpeng Hao, Taijin Zhao, Benliu Qiu, Haoyang Cheng, Jian Jiao, Chuanyang Gong, Hongliang Li |
| 2022 | MMSP | Cross-Domain Object Detection with Missing Classes in Target Domain. | Benliu Qiu, Heqian Qiu, Haitao Wen, Zichen Song, Linfeng Xu |
| 2019 | ICASSP | Analysis of Information Diffusion with Irrational Users: A Graphical Evolutionary Game Approach. | Yuejiang Li, Benliu Qiu, Yan Chen, H. Vicky Zhao |