Yifan Feng

According to our database, Yifan Feng authored at least 36 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Self-Supervised Hypergraph Training Framework via Structure-Aware Learning.

Yifan Feng, Shiquan Liu, Shihui Ying, Shaoyi Du, Zongze Wu, Yue Gao

IEEE Trans. Pattern Anal. Mach. Intell., November, 2025

Hypergraph Foundation Model for Brain Disease Diagnosis.

Xiangmin Han, Rundong Xue, Jingxi Feng, Yifan Feng, Shaoyi Du, Jun Shi, Yue Gao

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Kernelized Hypergraph Neural Networks.

Yifan Feng, Yifan Zhang, Shihui Ying, Shaoyi Du, Yue Gao

IEEE Trans. Pattern Anal. Mach. Intell., October, 2025

Mode Hypergraph Neural Network.

Shuyi Ji, Yifan Feng, Donglin Di, Shihui Ying, Yue Gao

IEEE Trans. Neural Networks Learn. Syst., August, 2025

Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation.

Yifan Feng, Jiangang Huang, Shaoyi Du, Shihui Ying, Jun-Hai Yong, Yipeng Li, Guiguang Ding, Rongrong Ji, Yue Gao

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Cross-Modal 3D Shape Retrieval via Heterogeneous Dynamic Graph Representation.

Yue Dai, Yifan Feng, Nan Ma, Xibin Zhao, Yue Gao

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation.

Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, Yue Gao

CoRR, April, 2025

Hypergraph Foundation Model.

Yifan Feng, Shiquan Liu, Xiangmin Han, Shaoyi Du, Zongze Wu, Han Hu, Yue Gao

CoRR, March, 2025

Hierarchical Set-to-Set Representation for 3-D Cross-Modal Retrieval.

Yu Jiang, Cong Hua, Yifan Feng, Yue Gao

IEEE Trans. Neural Networks Learn. Syst., January, 2025

Residual Fuzzy Alignment on Hypergraph for Open-Set 3D Cross-Modal Retrieval.

Yang Xu, Yifan Feng, Xu Zhuang, Jason Wang, Zongze Wu, Yue Gao

IEEE Trans. Multim., 2025

Hypergraph-Based Remaining Prototype Alignment for Open-Set Cross-Domain Image Retrieval.

Yang Xu, Yifan Feng, Xiaopin Zhong, Yue Gao, Zongze Wu

IEEE Trans. Multim., 2025

Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?

Yifan Feng, Chengwu Yang, Xingliang Hou, Shaoyi Du, Shihui Ying, Zongze Wu, Yue Gao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Hypergraph Isomorphism Computation.

Yifan Feng, Jiashu Han, Shihui Ying, Yue Gao

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval.

Yifan Feng, Shuyi Ji, Yu-Shen Liu, Shaoyi Du, Qionghai Dai, Yue Gao

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Multi-Modal Temporal Hypergraph Neural Network for Flotation Condition Recognition.

Zunguan Fan, Yifan Feng, Kang Wang, Xiaoli Li

Entropy, March, 2024

Multi-View Time-Series Hypergraph Neural Network for Action Recognition.

Nan Ma, Zhixuan Wu, Yifan Feng, Cheng Wang, Yue Gao

IEEE Trans. Image Process., 2024

Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval.

Yang Xu, Yifan Feng, Jun Zhang, Jun-Hai Yong, Yue Gao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph.

Yang Xu, Yifan Feng, Jun Zhang, Jun-Hai Yong, Yue Gao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree.

Chengwei Ren, Yifan Feng, Weixiang Zhang, Xiao-Ping (Steven) Zhang, Yue Gao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Triadic Elastic Structure Representation for Open-Set Incremental 3D Object Retrieval.

Yang Xu, Yifan Feng, Lin Bie

Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Negative Prompt Driven Complementary Parallel Representation for Open-World 3D Object Retrieval.

Yang Xu, Yifan Feng, Yue Gao

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Structure-aware Residual-center Representation for Self-Supervised Open-set 3D Cross-modal Retrieval.

Yang Xu, Yifan Feng, Yu Jiang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Hypergraph Dynamic System.

Jielong Yan, Yifan Feng, Shihui Ying, Yue Gao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference.

Yifan Feng, Yihe Luo, Shihui Ying, Yue Gao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Generating Hypergraph-Based High-Order Representations of Whole-Slide Histopathological Images for Survival Prediction.

Donglin Di, Changqing Zou, Yifan Feng, Haiyan Zhou, Rongrong Ji, Qionghai Dai, Yue Gao

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

HGNN⁺: General Hypergraph Neural Networks.

Yue Gao, Yifan Feng, Shuyi Ji, Rongrong Ji

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

2022

Deep Hypergraph Structure Learning.

Zizhao Zhang, Yifan Feng, Shihui Ying, Yue Gao

CoRR, 2022

SHREC'22 track: Open-Set 3D Object Retrieval.

Yifan Feng, Yue Gao, Xibin Zhao, Yandong Guo, Nihar Bagewadi, Nhat-Tan Bui, Hieu Dao, Shankar Gangisetty, Ripeng Guan, Xie Han, Cong Hua, Chidambar Hunakunti, Yu Jiang, Shichao Jiao, Yuqi Ke, Liqun Kuang, Anan Liu, Dinh-Huan Nguyen, Hai-Dang Nguyen, Weizhi Nie, Bang-Dang Pham, Karthik Raikar, Qingmei Tang, Minh-Triet Tran, Jialong Wan, Chenggang Yan, Haoxuan You, Difei Zhu

Comput. Graph., 2022

2020

Dual Channel Hypergraph Collaborative Filtering.

Shuyi Ji, Yifan Feng, Rongrong Ji, Xibin Zhao, Wanwan Tang, Yue Gao

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Dynamic Hypergraph Neural Networks.

Jianwen Jiang, Yuxuan Wei, Yifan Feng, Jingxuan Cao, Yue Gao

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Emotion Recognition by Edge-Weighted Hypergraph Neural Network.

Jingzhi Shao, Junjie Zhu, Yuxuan Wei, Yifan Feng, Xibin Zhao

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

PVRNet: Point-View Relation Neural Network for 3D Shape Recognition.

Haoxuan You, Yifan Feng, Xibin Zhao, Changqing Zou, Rongrong Ji, Yue Gao

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Hypergraph Neural Networks.

Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, Yue Gao

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

MeshNet: Mesh Neural Network for 3D Shape Representation.

Yutong Feng, Yifan Feng, Haoxuan You, Xibin Zhao, Yue Gao

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition.

Haoxuan You, Yifan Feng, Rongrong Ji, Yue Gao

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition.

Yifan Feng, Zizhao Zhang, Xibin Zhao, Rongrong Ji, Yue Gao

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018