Deng, Bowen

16 publications

IJCAI 2025 FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data Sheng Huang, Lele Fu, Tianchi Liao, Bowen Deng, Chuanfu Zhang, Chuan Chen

IJCAI 2025 Federated Domain Generalization with Decision Insight Matrix Tianchi Liao, Binghui Xie, Lele Fu, Sheng Huang, Bowen Deng, Chuan Chen, Zibin Zheng

NeurIPS 2025 GLNCD: Graph-Level Novel Category Discovery Bowen Deng, Lele Fu, Sheng Huang, Tianchi Liao, Jialong Chen, Zhang Tao, Chuan Chen

ICLR 2025 Graph Neural Ricci Flow: Evolving Feature from a Curvature Perspective Jialong Chen, Bowen Deng, Zhen Wang, Chuan Chen, Zibin Zheng

IJCAI 2025 Learn from Global Rather than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Chuanfu Zhang, Chuan Chen

ICML 2025 Less Is More: Federated Graph Learning with Alleviating Topology Heterogeneity from a Causal Perspective Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Shirui Pan, Chuan Chen

NeurIPS 2025 MIRA: Medical Time Series Foundation Model for Real-World Health Data Hao Li, Bowen Deng, Chang Xu, ZhiYuan Feng, Viktor Schlegel, Yu-Hao Huang, Yizheng Sun, Jingyuan Sun, Kailai Yang, Yiyao Yu, Jiang Bian

NeurIPS 2025 Self-Assembling Graph Perceptrons Jialong Chen, Tong Wang, Bowen Deng, Luonan Chen, Zibin Zheng, Chuan Chen

NeurIPS 2025 Soft-Consensual Federated Learning for Data Heterogeneity via Multiple Paths Sheng Huang, Lele Fu, Fanghua Ye, Tianchi Liao, Bowen Deng, Zhangchuanfu, Chuan Chen

CVPR 2025 T2ICount: Enhancing Cross-Modal Understanding for Zero-Shot Counting Yifei Qian, Zhongliang Guo, Bowen Deng, Chun Tong Lei, Shuai Zhao, Chun Pong Lau, Xiaopeng Hong, Michael P. Pound

AAAI 2025 THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang

ICML 2025 Towards Understanding Parametric Generalized Category Discovery on Graphs Bowen Deng, Lele Fu, Jialong Chen, Sheng Huang, Tianchi Liao, Zhang Tao, Chuan Chen

NeurIPS 2025 Unsupervised Federated Graph Learning Lele Fu, Tianchi Liao, Sheng Huang, Bowen Deng, Zhangchuanfu, Shirui Pan, Chuan Chen

CVPR 2024 Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks Bowen Deng, Siyang Song, Andrew P. French, Denis Schluppeck, Michael P. Pound

ICMLW 2024 Inpainting Crystal Structure Generations with Score-Based Denoising Xinzhe Dai, Peichen Zhong, Bowen Deng, Yifan Chen, Gerbrand Ceder

ACML 2023 Multi-Behavior Session-Based Recommendation via Graph Reinforcement Learning Shuo Qin, Feng Lin, Lingxiao Xu, Bowen Deng, Siwen Li, Fangcheng Yang