Publications

Paper lists over years:

Latest publications:

- Ziqi Gu, Chunyan Xu, Wenxuan Fang, Yide Qiu, Xin Liu, Zhen Cui. Learn and Ensemble Bridge Adapters for Multi-domain Task Incremental Learning Nerual Information Processing Systems (NeurIPS), 2025.

- Yide Qiu, Tong Zhang, Shaoxiang Ling, Xing Cai, Ziqi Gu, Zhen Cui. UniHG A Large-scale Universal Heterogeneous Graph Dataset and Benchmark for Representation Learning and Cross-Domain Transferring Nerual Information Processing Systems (NeurIPS), 2025.

- Yide Qiu, Tong Zhang, Xing Cai, Hui Yan, Zhen Cui. One for All Universal Topological Primitive Transfer for Graph Structure Learning Nerual Information Processing Systems (NeurIPS), 2025.

- Xiaoliang Hu, Fuyun Wang, Tong Zhang, Zhen Cui. Value Diffusion Reinforcement Learning Nerual Information Processing Systems (NeurIPS), 2025.

- Xu Guo, Tong Zhang, Fuyun Wang, Xudong Wang, Xiaoya Zhang, Xin Liu, Zhen Cui. MMHCL:Multi-Modal Hypergraph Contrastive Learning for Recommendation ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM). 2025.

- Xing Cai, Tong Zhang, Yide Qiu, Zhen Cui. Fragment-Driven Progressive Alternating Diffusion for De Novo Molecular Design. IEEE Transactions on Computational Biology and Bioinformatics (T-CBB). 2025.

- Ziye Wang, Minghang Yu, Chunyan Xu, Zhen Cui. Semantic Discrepancy-aware Detector for Image Forgery Identification. International Conference on Computer Vision (ICCV), 2025.

- Yuanzhi Wang. Tencent Rhino Bird Elite Talent Program. Tencent Rhino Bird Elite Talent Program.

- Wei Liao, Chunyan Xu, Chenxu Wang, Zhen Cui. LLM-Assisted Semantic Guidance for Sparsely Annotated Remote Sensing Object Detection. International Conference on Computer Vision (ICCV), 2025.

- Sujia Huang, Lele Fu, Tong Zhang, Shuman Zhuang, Yide Qiu, Zhen Cui, Bo Huang. Going Beyond Consistency Target-oriented Multi-view Graph Neural Network. International Joint Conference on Artificial Intelligence (IJCAI), 2025.