Yifan Feng

51 papers A* 15A 1B 2Journal 33
YearRankTypeTitle / Venue / Authors
2026 A* conf
Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation.
AAAI
Hao Hu, Yifan Feng, Ruoxue Li, Rundong Xue, Xingliang Hou, Zhiqiang Tian, Yue Gao, Shaoyi Du
2026 J jnl
HGNN Shield: Defending Hypergraph Neural Networks Against High-Order Structure Attack.
IEEE Trans. Pattern Anal. Mach. Intell.
Yifan Feng, Yifan Zhang, Shaoyi Du, Shihui Ying, Jun-Hai Yong, Yue Gao
2026 J jnl
HGNNv2: Stable Hypergraph Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Yue Gao, Jielong Yan, Yifan Feng, Xiangmin Han, Shihui Ying, Zongze Wu, Han Hu
2026 J jnl
Hyper-KGGen: A Skill-Driven Knowledge Extractor for High-Quality Knowledge Hypergraph Generation.
CoRR
Rizhuo Huang, Yifan Feng, Rundong Xue, Shihui Ying, Jun-Hai Yong, Chuan Shi, Shaoyi Du, Yue Gao
2026 J jnl
Hypergraph Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Yue Gao, Yifan Feng, Shiquan Liu, Xiangmin Han, Shaoyi Du, Zongze Wu, Han Hu
2026 J jnl
Reinterpreting Hypergraph Kernels: Insights Through Homomorphism Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Yifan Zhang, Shaoyi Du, Yifan Feng, Shihui Ying, Yue Gao
2025 A* conf
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?
ICLR
Yifan Feng, Chengwu Yang, Xingliang Hou, Shaoyi Du, Shihui Ying, Zongze Wu, Yue Gao
2025 J jnl
Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation.
CoRR
Hao Hu, Yifan Feng, Ruoxue Li, Rundong Xue, Xingliang Hou, Zhiqiang Tian, Yue Gao, Shaoyi Du
2025 J jnl
Cross-Modal 3D Shape Retrieval via Heterogeneous Dynamic Graph Representation.
IEEE Trans. Pattern Anal. Mach. Intell.
Yue Dai, Yifan Feng, Nan Ma, Xibin Zhao, Yue Gao
2025 J jnl
Hierarchical Set-to-Set Representation for 3-D Cross-Modal Retrieval.
IEEE Trans. Neural Networks Learn. Syst.
Yu Jiang, Cong Hua, Yifan Feng, Yue Gao
2025 J jnl
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation.
CoRR
Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, Yue Gao
2025 J jnl
Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation.
IEEE Trans. Pattern Anal. Mach. Intell.
Yifan Feng, Jiangang Huang, Shaoyi Du, Shihui Ying, Jun-Hai Yong, Yipeng Li, Guiguang Ding, Rongrong Ji, Yue Gao
2025 J jnl
Hypergraph Foundation Model for Brain Disease Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Xiangmin Han, Rundong Xue, Jingxi Feng, Yifan Feng, Shaoyi Du, Jun Shi, Yue Gao
2025 J jnl
Hypergraph Foundation Model.
CoRR
Yifan Feng, Shiquan Liu, Xiangmin Han, Shaoyi Du, Zongze Wu, Han Hu, Yue Gao
2025 J jnl
Hypergraph-Based Remaining Prototype Alignment for Open-Set Cross-Domain Image Retrieval.
IEEE Trans. Multim.
Yang Xu, Yifan Feng, Xiaopin Zhong, Yue Gao, Zongze Wu
2025 J jnl
Kernelized Hypergraph Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Yifan Feng, Yifan Zhang, Shihui Ying, Shaoyi Du, Yue Gao
2025 J jnl
Mode Hypergraph Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Shuyi Ji, Yifan Feng, Donglin Di, Shihui Ying, Yue Gao
2025 J jnl
Residual Fuzzy Alignment on Hypergraph for Open-Set 3D Cross-Modal Retrieval.
IEEE Trans. Multim.
Yang Xu, Yifan Feng, Xu Zhuang, Jason Wang, Zongze Wu, Yue Gao
2025 J jnl
Self-Supervised Hypergraph Training Framework via Structure-Aware Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yifan Feng, Shiquan Liu, Shihui Ying, Shaoyi Du, Zongze Wu, Yue Gao
2024 A* conf
Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval.
NeurIPS
Yang Xu, Yifan Feng, Jun Zhang, Jun-Hai Yong, Yue Gao
2024 J jnl
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?
CoRR
Yifan Feng, Chengwu Yang, Xingliang Hou, Shaoyi Du, Shihui Ying, Zongze Wu, Yue Gao
2024 J jnl
Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation.
CoRR
Yifan Feng, Jiangang Huang, Shaoyi Du, Shihui Ying, Jun-Hai Yong, Yipeng Li, Guiguang Ding, Rongrong Ji, Yue Gao
2024 A* conf
Hypergraph Dynamic System.
ICLR
Jielong Yan, Yifan Feng, Shihui Ying, Yue Gao
2024 J jnl
Hypergraph Isomorphism Computation.
IEEE Trans. Pattern Anal. Mach. Intell.
Yifan Feng, Jiashu Han, Shihui Ying, Yue Gao
2024 J jnl
Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell.
Yifan Feng, Shuyi Ji, Yu-Shen Liu, Shaoyi Du, Qionghai Dai, Yue Gao
2024 A* conf
LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference.
ICLR
Yifan Feng, Yihe Luo, Shihui Ying, Yue Gao
2024 J jnl
Multi-Modal Temporal Hypergraph Neural Network for Flotation Condition Recognition.
Entropy
Zunguan Fan, Yifan Feng, Kang Wang, Xiaoli Li
2024 J jnl
Multi-View Time-Series Hypergraph Neural Network for Action Recognition.
IEEE Trans. Image Process.
Nan Ma, Zhixuan Wu, Yifan Feng, Cheng Wang, Yue Gao
2024 A* conf
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree.
NeurIPS
Chengwei Ren, Yifan Feng, Weixiang Zhang, Xiao-Ping (Steven) Zhang, Yue Gao
2024 A* conf
Negative Prompt Driven Complementary Parallel Representation for Open-World 3D Object Retrieval.
IJCAI
Yang Xu, Yifan Feng, Yue Gao
2024 A* conf
Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph.
NeurIPS
Yang Xu, Yifan Feng, Jun Zhang, Jun-Hai Yong, Yue Gao
2024 J jnl
Structure-Aware Residual-Center Representation for Self-Supervised Open-Set 3D Cross-Modal Retrieval.
CoRR
Yang Xu, Yifan Feng, Yu Jiang
2024 A conf
Structure-aware Residual-center Representation for Self-Supervised Open-set 3D Cross-modal Retrieval.
ICME
Yang Xu, Yifan Feng, Yu Jiang
2024 B conf
Triadic Elastic Structure Representation for Open-Set Incremental 3D Object Retrieval.
ICMR
Yang Xu, Yifan Feng, Lin Bie
2023 J jnl
Generating Hypergraph-Based High-Order Representations of Whole-Slide Histopathological Images for Survival Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Donglin Di, Changqing Zou, Yifan Feng, Haiyan Zhou, Rongrong Ji, Qionghai Dai, Yue Gao
2023 J jnl
HGNN
IEEE Trans. Pattern Anal. Mach. Intell.
Yue Gao, Yifan Feng, Shuyi Ji, Rongrong Ji
2023 J jnl
Hypergraph Isomorphism Computation.
CoRR
Yifan Feng, Jiashu Han, Shihui Ying, Yue Gao
2022 J jnl
Deep Hypergraph Structure Learning.
CoRR
Zizhao Zhang, Yifan Feng, Shihui Ying, Yue Gao
2022 J jnl
SHREC'22 track: Open-Set 3D Object Retrieval.
Comput. Graph.
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
2020 A* conf
Dual Channel Hypergraph Collaborative Filtering.
KDD
Shuyi Ji, Yifan Feng, Rongrong Ji, Xibin Zhao, Wanwan Tang, Yue Gao
2019 A* conf
Dynamic Hypergraph Neural Networks.
IJCAI
Jianwen Jiang, Yuxuan Wei, Yifan Feng, Jingxuan Cao, Yue Gao
2019 B conf
Emotion Recognition by Edge-Weighted Hypergraph Neural Network.
ICIP
Jingzhi Shao, Junjie Zhu, Yuxuan Wei, Yifan Feng, Xibin Zhao
2019 A* conf
Hypergraph Neural Networks.
AAAI
Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, Yue Gao
2019 A* conf
MeshNet: Mesh Neural Network for 3D Shape Representation.
AAAI
Yutong Feng, Yifan Feng, Haoxuan You, Xibin Zhao, Yue Gao
2019 A* conf
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition.
AAAI
Haoxuan You, Yifan Feng, Xibin Zhao, Changqing Zou, Rongrong Ji, Yue Gao
2018 A* conf
GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition.
CVPR
Yifan Feng, Zizhao Zhang, Xibin Zhao, Rongrong Ji, Yue Gao
2018 J jnl
Hypergraph Neural Networks.
CoRR
Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, Yue Gao
2018 J jnl
MeshNet: Mesh Neural Network for 3D Shape Representation.
CoRR
Yutong Feng, Yifan Feng, Haoxuan You, Xibin Zhao, Yue Gao
2018 A* conf
PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition.
ACM Multimedia
Haoxuan You, Yifan Feng, Rongrong Ji, Yue Gao
2018 J jnl
PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition.
CoRR
Haoxuan You, Yifan Feng, Rongrong Ji, Yue Gao
2018 J jnl
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition.
CoRR
Haoxuan You, Yifan Feng, Xibin Zhao, Changqing Zou, Rongrong Ji, Yue Gao