PPaperPicks

Yifan Zhu

Beijing University of Posts and Telecommunications, Beijing, China

20 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7695-1633 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×5ACM MM ×2ICDE ×2ICML ×2NeurIPS ×2WWW ×2ACL ×1EMNLP ×1ICLR ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Meina Song
×11
Haoran Luo
×9
Haihong E
×8
Zhonghong Ou
×5
Kaiwen Xue
×4
Yikai Guo
×4
Qika Lin
×4
Anh Tuan Luu
×4
Shuai Lyu
×3
Shiyao Peng
×3
Zichen Tang
×3
Dan Zhang
×3

Papers

  1. Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models
    AAAI 2026 ·
    Ziwei Liu
    ,
    Borui Kang
    ,
    Wei Li
    ,
    Hangjie Yuan
    ,
    Yanbing Yang
    ,
    Wenbin Li
    , Yifan Zhu,
    Tao Feng
    ,
    Jun Luo
  2. CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product
    AAAI 2026 ·
    Kaiwen Xue
    ,
    Chenglong Li
    ,
    Zhonghong Ou
    ,
    Guoxin Zhang
    ,
    Kaoyan Lu
    ,
    Shuai Lyu
    , Yifan Zhu,
    Ping Zong
    ,
    Junpeng Ding
    ,
    Xinyu Liu
    ,
    Qunlin Chen
    ,
    Weiwei Qin
    ,
    Yiran Shen
    ,
    Jiayi Cen
  3. FlashEKGR: Fast Embedding-Based Knowledge Graph Reasoning Models Training
    ICDE 2026 ·
    Wentai Zhang
    ,
    Teng Xu
    ,
    Weiguang Wang
    ,
    Junxing Li
    ,
    Jun Zhang
    , Yifan Zhu,
    Haihong E
  4. NeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence Chains
    WWW 2026 ·
    Shiyao Peng
    ,
    Qianhe Zheng
    ,
    Zhuodi Hao
    ,
    Zichen Tang
    ,
    Rongjin Li
    ,
    Qing Huang
    ,
    Jiayu Huang
    ,
    Jiacheng Liu
    , Yifan Zhu,
    Haihong E
  5. A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models
    ICML 2025 ·
    Mengyang Sun
    ,
    Yihao Wang
    ,
    Tao Feng
    ,
    Dan Zhang
    , Yifan Zhu,
    Jie Tang
  6. Complex Numerical Reasoning with Numerical Semantic Pre-training Framework
    EMNLP 2025 ·
    Jun Zhang
    ,
    Haihong E
    ,
    Tianyi Hu
    , Yifan Zhu,
    Meina Song
    ,
    Haoran Luo
  7. DGFSD: Bridging the Gap between Dense and Sparse for Fully Sparse 3D Object Detection
    ACM MM 2025 ·
    Guoxin Zhang
    ,
    Zhonghong Ou
    ,
    Kaiwen Xue
    ,
    Jiangfeng Sun
    , Yifan Zhu,
    Siyuan Yao
    ,
    Yiran Shen
    ,
    Meina Song
  8. DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation
    AAAI 2025 ·
    Wenwen Gong
    ,
    Yangliao Geng
    ,
    Dan Zhang
    , Yifan Zhu,
    Xiaolong Xu
    ,
    Haolong Xiang
    ,
    Amin Beheshti
    ,
    Xuyun Zhang
    ,
    Lianyong Qi
  9. HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
    NeurIPS 2025 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Guanting Chen
    ,
    Yandan Zheng
    ,
    Xiaobao Wu
    ,
    Yikai Guo
    ,
    Qika Lin
    ,
    Yu Feng
    ,
    Zemin Kuang
    ,
    Meina Song
    , Yifan Zhu,
    Anh Tuan Luu
  10. INFER: A Neural-symbolic Model For Extrapolation Reasoning on Temporal Knowledge Graph
    ICLR 2025 ·
    Ningyuan Li
    ,
    Haihong E
    ,
    Tianyu Yao
    ,
    Tianyi Hu
    ,
    Yuhan Li
    ,
    Haoran Luo
    ,
    Meina Song
    , Yifan Zhu
  11. KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
    ICML 2025 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Yikai Guo
    ,
    Qika Lin
    ,
    Xiaobao Wu
    ,
    Xinyu Mu
    ,
    Wenhao Liu
    ,
    Meina Song
    , Yifan Zhu,
    Anh Tuan Luu
  12. LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation
    AAAI 2025 ·
    Zhonghong Ou
    ,
    Xiao Zhang
    , Yifan Zhu,
    Shuai Lyu
    ,
    Jiahao Liu
    ,
    Tu Ao
  13. PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning
    WWW 2025 ·
    Yu Feng
    ,
    Yangli-ao Geng
    , Yifan Zhu,
    Zongfu Han
    ,
    Xie Yu
    ,
    Kaiwen Xue
    ,
    Haoran Luo
    ,
    Mengyang Sun
    ,
    Guangwei Zhang
    ,
    Meina Song
  14. TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval
    AAAI 2025 ·
    Shuai Lyu
    ,
    Zijing Tian
    ,
    Zhonghong Ou
    , Yifan Zhu,
    Xiao Zhang
    ,
    Qiankun Ha
    ,
    Haoran Luo
    ,
    Meina Song
  15. Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding
    IJCAI 2025 ·
    Jiangfeng Sun
    ,
    Kaiwen Xue
    ,
    Qika Lin
    ,
    Yufei Qiao
    , Yifan Zhu,
    Zhonghong Ou
    ,
    Meina Song
  16. CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning
    ACM MM 2024 ·
    Yu Feng
    ,
    Zhen Tian
    , Yifan Zhu,
    Zongfu Han
    ,
    Haoran Luo
    ,
    Guangwei Zhang
    ,
    Meina Song
  17. ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
    ACL 2024 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Zichen Tang
    ,
    Shiyao Peng
    ,
    Yikai Guo
    ,
    Wentai Zhang
    ,
    Chenghao Ma
    ,
    Guanting Dong
    ,
    Meina Song
    ,
    Wei Lin
    , Yifan Zhu,
    Anh Tuan Luu
  18. OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining
    SIGKDD 2024 ·
    Fanjin Zhang
    ,
    Shijie Shi
    , Yifan Zhu,
    Bo Chen
    ,
    Yukuo Cen
    ,
    Jifan Yu
    ,
    Yelin Chen
    ,
    Lulu Wang
    ,
    Qingfei Zhao
    ,
    Yuqing Cheng
    ,
    Tianyi Han
    ,
    Yuwei An
    ,
    Dan Zhang
    ,
    Weng Lam Tam
    ,
    Kun Cao
    ,
    Yunhe Pang
    ,
    Xinyu Guan
    ,
    Huihui Yuan
    ,
    Jian Song
    ,
    Xiaoyan Li
    ,
    Yuxiao Dong
    ,
    Jie Tang
  19. Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract)
    ICDE 2024 · Yifan Zhu,
    Qika Lin
    ,
    Hao Lu
    ,
    Kaize Shi
    ,
    Donglei Liu
    ,
    James Chambua
    ,
    Shanshan Wan
    ,
    Zhendong Niu
  20. Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
    NeurIPS 2024 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Yuhao Yang
    ,
    Tianyu Yao
    ,
    Yikai Guo
    ,
    Zichen Tang
    ,
    Wentai Zhang
    ,
    Shiyao Peng
    ,
    Kaiyang Wan
    ,
    Meina Song
    ,
    Wei Lin
    , Yifan Zhu,
    Anh Tuan Luu