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Yifan Zhu 0001
Person information
- affiliation: Beijing University of Posts and Telecommunications, Beijing, China
- affiliation (former): Tsinghua University, Beijing, China
Other persons with the same name
- Yifan Zhu — disambiguation page
- Yifan Zhu 0002
— Zhejiang University, Hangzhou, China
- Yifan Zhu 0003
- Yifan Zhu 0004
- Yifan Zhu 0005
- Yifan Zhu 0006
- Yifan Zhu 0007
- Yifan Zhu 0008
- Yifan Zhu 0009
- Yifan Zhu 0010
- Yifan Zhu 0011
- Yifan Zhu 0012
- Yifan Zhu 0013
- Yifan Zhu 0014
- Yifan Zhu 0015
- Yifan Zhu 0016
- Yifan Zhu 0017
- Yifan Zhu 0018
- Yifan Zhu 0019
- Yifan Zhu 0020
- Yifan Zhu 0021
- Yifan Zhu 0022
- Yifan Zhu 0023
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2020 – today
- 2026
- [j39]Jianbin Zhao, Xing Xu
BIF-RCNN: Fusing Background Information for Rotated Object Detection. Algorithms 19(2) (2026) - [j38]Feifei Kou, Ziyan Zhang, Yuhan Yao, Yuxian Zhu, Jiahao Wang, Ruiping Yuan, Yifan Zhu:
A survey on long-term traffic prediction from the information fusion perspective: Requirements, methods, applications, and outlooks. Inf. Fusion 127: 103677 (2026) - [j37]Pengfei Zhang, Xing Xu
Mitigating Hallucinations in Knowledge Graph Completion via Embedding-Guided Instruction Tuning. Inf. 17(2): 207 (2026) - [c28]Ziwei Liu, Borui Kang, Wei Li, Hangjie Yuan, Yanbing Yang, Wenbin Li, Yifan Zhu, Tao Feng, Jun Luo:
Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models. AAAI 2026: 24026-24034 - [c27]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:
CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product. AAAI 2026: 27441-27449 - [c26]Shiyao Peng, Qianhe Zheng, Zhuodi Hao, Zichen Tang, Rongjin Li, Qing Huang, Jiayu Huang, Jiacheng Liu
NeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence Chains. WWW 2026: 1899-1910 - [i19]Ziwei Liu, Borui Kang, Hangjie Yuan, Zixiang Zhao, Wei Li, Yifan Zhu, Tao Feng:
Continual GUI Agents. CoRR abs/2601.20732 (2026) - [i18]Yifan Zhu, Xinyu Mu, Tao Feng, Zhonghong Ou, Yuning Gong, Haoran Luo:
OmniRAG-Agent: Agentic Omnimodal Reasoning for Low-Resource Long Audio-Video Question Answering. CoRR abs/2602.03707 (2026) - [i17]Yifan Zhu, Guanting Chen, Bing Wei, Haoran Luo:
HiFlow: Hierarchical Feedback-Driven Optimization for Constrained Long-Form Text Generation. CoRR abs/2603.04996 (2026) - 2025
- [j36]Zongfu Han
FedGPA: Federated Learning with Global Personalized Aggregation. AI Open 6: 82-92 (2025) - [j35]Xifeng Ning
Fine-Tuning Large Language Models With Behavioral Alignment for Depression Detection. IEEE Intell. Syst. 40(6): 10-18 (2025) - [j34]Qika Lin
Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey. Inf. Fusion 116: 102795 (2025) - [j33]Zijing Tian
Multi-SEA: Multi-stage Semantic Enhancement and Aggregation for image-text retrieval. Inf. Process. Manag. 62(5): 104165 (2025) - [j32]Xifeng Ning
A corporate credit evaluation method considering strong feature privacy with non-private label: A vertical heterogeneous feature fusion approach. Intell. Syst. Appl. 28: 200603 (2025) - [j31]Kaize Shi
Multi-KGS: Generating Social Network-Based Meteorological Decision Reports Fusing With Multiple Knowledge. IEEE Trans. Consumer Electron. 71(3): 8782-8789 (2025) - [j30]Gen Shi
Contrastive Hierarchical Augmentation Learning for Modeling Cognitive and Multimodal Brain Network. IEEE Trans. Comput. Soc. Syst. 12(5): 3627-3636 (2025) - [j29]Qika Lin
Cross-Modal Knowledge Diffusion-Based Generation for Difference-Aware Medical VQA. IEEE Trans. Image Process. 34: 2421-2434 (2025) - [j28]Gen Shi
Heterogeneous Graph-Based Multimodal Brain Network Learning. IEEE Trans. Knowl. Data Eng. 37(8): 4664-4676 (2025) - [j27]Weibin Liao
RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation. ACM Trans. Inf. Syst. 43(1): 1:1-1:26 (2025) - [j26]Dan Zhang
MCAP: Low-Pass GNNs with Matrix Completion for Academic Recommendations. ACM Trans. Inf. Syst. 43(2): 33:1-33:29 (2025) - [c25]Zhonghong Ou, Xiao Zhang, Yifan Zhu, Shuai Lyu, Jiahao Liu, Tu Ao:
LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation. AAAI 2025: 12426-12434 - [c24]Wenwen Gong, Yangliao Geng, Dan Zhang, Yifan Zhu, Xiaolong Xu, Haolong Xiang, Amin Beheshti
DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation. AAAI 2025: 16853-16861 - [c23]Shuai Lyu, Zijing Tian, Zhonghong Ou, Yifan Zhu, Xiao Zhang, Qiankun Ha, Haoran Luo, Meina Song:
TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval. AAAI 2025: 19269-19277 - [c22]Bin Pu, Jiewen Yang, Hangcheng Cao, Xingguo Lv, Lei Zhao, Qika Lin, Zhan Gao, Yifan Zhu, Haiyan Chen, Kenli Li:
Direct Cardiovascular Disease Diagnosis From Multi-Modal Multi-View Ultrasound Via Unified Vision-Language Modeling. BIBM 2025: 6287-6294 - [c21]Jun Zhang, Haihong E, Tianyi Hu, Yifan Zhu, Meina Song, Haoran Luo:
Complex Numerical Reasoning with Numerical Semantic Pre-training Framework. EMNLP 2025: 15480-15514 - [c20]Ningyuan Li, Haihong E, Tianyu Yao, Tianyi Hu, Yuhan Li, Haoran Luo, Meina Song, Yifan Zhu:
INFER: A Neural-symbolic Model For Extrapolation Reasoning on Temporal Knowledge Graph. ICLR 2025 - [c19]Haoran Luo, Haihong E, Yikai Guo, Qika Lin, Xiaobao Wu, Xinyu Mu, Wenhao Liu, Meina Song, Yifan Zhu, Anh Tuan Luu:
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search. ICML 2025 - [c18]Mengyang Sun, Yihao Wang, Tao Feng, Dan Zhang, Yifan Zhu, Jie Tang:
A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models. ICML 2025 - [c17]Jiangfeng Sun, Kaiwen Xue, Qika Lin, Yufei Qiao, Yifan Zhu, Zhonghong Ou, Meina Song:
Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding. IJCAI 2025: 3299-3307 - [c16]Guoxin Zhang
DGFSD: Bridging the Gap between Dense and Sparse for Fully Sparse 3D Object Detection. ACM Multimedia 2025: 4669-4678 - [c15]Yu Feng
PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning. WWW 2025: 134-146 - [i16]Shuai Lyu, Zijing Tian, Zhonghong Ou, Yifan Zhu, Xiao Zhang, Qiankun Ha, Haoran Luo, Meina Song:
TSVC:Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval. CoRR abs/2501.10935 (2025) - [i15]Haoran Luo, Haihong E, Yikai Guo, Qika Lin, Xiaobao Wu, Xinyu Mu, Wenhao Liu, Meina Song, Yifan Zhu, Luu Anh Tuan:
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search. CoRR abs/2501.18922 (2025) - [i14]Yu Feng, Yangli-ao Geng, Yifan Zhu, Zongfu Han, Xie Yu, Kaiwen Xue, Haoran Luo, Mengyang Sun, Guangwei Zhang, Meina Song:
PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning. CoRR abs/2502.00354 (2025) - [i13]Shuai Lyu, Haoran Luo, Zhonghong Ou, Yifan Zhu, Xiaoran Shang, Yang Qin, Meina Song:
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL. CoRR abs/2502.11741 (2025) - [i12]Mengyang Sun, Yihao Wang, Tao Feng, Dan Zhang, Yifan Zhu, Jie Tang:
A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models. CoRR abs/2502.15828 (2025) - [i11]Haoran Luo, Haihong E, Guanting Chen, Yandan Zheng, Xiaobao Wu, Yikai Guo, Qika Lin, Yu Feng, Ze-min Kuang, Meina Song, Yifan Zhu, Luu Anh Tuan:
HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation. CoRR abs/2503.21322 (2025) - [i10]Ziwei Liu, Borui Kang, Wei Li, Hangjie Yuan, Yanbing Yang, Wenbin Li, Jun Luo, Yifan Zhu, Tao Feng:
Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models. CoRR abs/2506.12409 (2025) - [i9]Haoran Luo, Haihong E, Guanting Chen, Qika Lin, Yikai Guo, Fangzhi Xu, Ze-min Kuang, Meina Song, Xiaobao Wu, Yifan Zhu, Luu Anh Tuan:
Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning. CoRR abs/2507.21892 (2025) - [i8]Wei Li, Hangjie Yuan, Zixiang Zhao, Yifan Zhu, Aojun Lu, Tao Feng, Yanan Sun:
C-Flat++: Towards a More Efficient and Powerful Framework for Continual Learning. CoRR abs/2508.18860 (2025) - [i7]Qika Lin, Yifan Zhu, Bin Pu, Ling Huang, Haoran Luo, Jingying Ma, Zhen Peng, Tianzhe Zhao, Fangzhi Xu, Jian Zhang, Kai He, Zhonghong Ou, Swapnil Mishra, Mengling Feng:
A Foundation Model for Chest X-ray Interpretation with Grounded Reasoning via Online Reinforcement Learning. CoRR abs/2509.03906 (2025) - [i6]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:
CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product. CoRR abs/2511.13626 (2025) - 2024
- [j25]Tan Wang, Yifan Zhu
A New Perspective for Computational Social Systems: Fuzzy Modeling and Reasoning for Social Computing in CPSS. IEEE Trans. Comput. Soc. Syst. 11(1): 101-116 (2024) - [j24]Kaize Shi
Multiple Knowledge-Enhanced Meteorological Social Briefing Generation. IEEE Trans. Comput. Soc. Syst. 11(2): 2002-2013 (2024) - [j23]Gen Shi
HeGCL: Advance Self-Supervised Learning in Heterogeneous Graph-Level Representation. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13914-13925 (2024) - [c14]Haoran Luo, Haihong E, Zichen Tang, Shiyao Peng
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models. ACL (Findings) 2024: 2039-2056 - [c13]Yifan Zhu, Qika Lin, Hao Lu, Kaize Shi, Donglei Liu, James Chambua, Shanshan Wan, Zhendong Niu:
Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract). ICDE 2024: 5747-5748 - [c12]Fanjin Zhang
OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining. KDD 2024: 6214-6225 - [c11]Yu Feng
CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning. ACM Multimedia 2024: 2729-2738 - [c10]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:
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction. NeurIPS 2024 - [i5]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:
OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining. CoRR abs/2402.15810 (2024) - [i4]Weibin Liao, Yifan Zhu, Yanyan Li, Qi Zhang, Zhonghong Ou, Xuesong Li:
RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation. CoRR abs/2407.20684 (2024) - [i3]Yu Feng, Zhen Tian, Yifan Zhu, Zongfu Han, Haoran Luo, Guangwei Zhang, Meina Song:
CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning. CoRR abs/2407.21043 (2024) - [i2]Qika Lin, Yifan Zhu, Xin Mei, Ling Huang
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey. CoRR abs/2408.12880 (2024) - 2023
- [j22]Gen Shi
Are Nonimage Data Really Necessary for Disease Prediction With Graph Convolutional Networks? IEEE Trans. Cogn. Dev. Syst. 15(1): 252-260 (2023) - [j21]Kaize Shi
Application of Social Sensors in Natural Disasters Emergency Management: A Review. IEEE Trans. Comput. Soc. Syst. 10(6): 3143-3158 (2023) - [j20]Donglei Liu
A Local Self-Attention Sentence Model for Answer Selection Task in CQA Systems. IEEE Trans. Comput. Soc. Syst. 10(6): 3283-3294 (2023) - [j19]Yifan Zhu
Recommending Learning Objects Through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural Network. IEEE Trans. Knowl. Data Eng. 35(4): 4178-4189 (2023) - [c9]Zongzhi Han, Zhonghong Ou, Yifan Zhu, Xiaodong Li, Meina Song:
FM-IGNN: Interaction Graph Neural Network with Fine-grained Matching for Session-based Recommendation. ICDM 2023: 130-139 - [c8]Yifan Zhu
WinGNN: Dynamic Graph Neural Networks with Random Gradient Aggregation Window. KDD 2023: 3650-3662 - [c7]Ming Zhou
Semi-Supervised Social Bot Detection with Initial Residual Relation Attention Networks. ECML/PKDD (6) 2023: 207-224 - [c6]Dan Zhang
ApeGNN: Node-Wise Adaptive Aggregation in GNNs for Recommendation. WWW 2023: 759-769 - 2022
- [j18]Qing Guo
XDataExplorer: A Three-Stage Comprehensive Self-Tuning Tool for Big Data Platforms. Big Data Res. 29: 100329 (2022) - [j17]Yu Mao, Yifan Zhu
Classifying user connections through social media avatars and users social activities: a case study in identifying sellers on social media. Enterp. Inf. Syst. 16(8-9) (2022) - [j16]Yifan Zhu
Investigating Neural Substrates of Individual Independence and Interdependence Orientations via Efficiency-Based Dynamic Functional Connectivity: A Machine Learning Approach. IEEE Trans. Cogn. Dev. Syst. 14(2): 761-771 (2022) - [j15]Hao Lu
Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation. IEEE Trans. Intell. Transp. Syst. 23(4): 3737-3755 (2022) - [c5]Gen Shi, Yifan Zhu
Fusion Learning of Multimodal Neuroimaging with Weighted Graph AutoEncoder. BIBM 2022: 2467-2473 - [c4]Zepeng Huai
AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query. CIKM 2022: 4039-4043 - [c3]Qika Lin
Incorporating Context Graph with Logical Reasoning for Inductive Relation Prediction. SIGIR 2022: 893-903 - 2021
- [j14]Qika Lin
Improving University Faculty Evaluations via multi-view Knowledge Graph. Future Gener. Comput. Syst. 117: 181-192 (2021) - [j13]Kaize Shi
EKGTF: A knowledge-enhanced model for optimizing social network-based meteorological briefings. Inf. Process. Manag. 58(4): 102564 (2021) - [j12]Yifan Zhu
Recommending scientific paper via heterogeneous knowledge embedding based attentive recurrent neural networks. Knowl. Based Syst. 215: 106744 (2021) - [j11]Yifan Zhu
Widespread plasticity of cognition-related brain networks in single-sided deafness revealed by randomized window-based dynamic functional connectivity. Medical Image Anal. 73: 102163 (2021) - [j10]Gen Shi, Xuesong Li, Yifan Zhu
The divided brain: Functional brain asymmetry underlying self-construal. NeuroImage 240: 118382 (2021) - [j9]Hao Lu
Social Signal-Driven Knowledge Automation: A Focus on Social Transportation. IEEE Trans. Comput. Soc. Syst. 8(3): 737-753 (2021) - [i1]Gen Shi, Yifan Zhu, Wenjin Liu, Xuesong Li:
A Heterogeneous Graph Based Framework for Multimodal Neuroimaging Fusion Learning. CoRR abs/2110.08465 (2021) - 2020
- [j8]Kaize Shi
Wide-grained capsule network with sentence-level feature to detect meteorological event in social network. Future Gener. Comput. Syst. 102: 323-332 (2020) - [j7]Yifan Zhu
Heterogeneous teaching evaluation network based offline course recommendation with graph learning and tensor factorization. Neurocomputing 415: 84-95 (2020) - [j6]Kaize Shi
Automatic generation of meteorological briefing by event knowledge guided summarization model. Knowl. Based Syst. 192: 105379 (2020)
2010 – 2019
- 2019
- [j5]Qika Lin
Lexical based automated teaching evaluation via students' short reviews. Comput. Appl. Eng. Educ. 27(1): 194-205 (2019) - [j4]James Chambua
User preferences prediction approach based on embedded deep summaries. Expert Syst. Appl. 132: 87-98 (2019) - [j3]Yubing Nie, Yifan Zhu
Academic rising star prediction via scholar's evaluation model and machine learning techniques. Scientometrics 120(2): 461-476 (2019) - [c2]Yu Mao, Yifan Zhu
Detecting Interest-Factor Influenced Abnormal Evaluation of Teaching via Multimodal Embedding and Priori Knowledge Based Neural Network. ISPA/BDCloud/SocialCom/SustainCom 2019: 1201-1209 - [c1]Yinan Li, Fuquan Zhang, Yifan Zhu
Chinese Lexical Based Sentiment Analysis Framework in Meteorology. ISPA/BDCloud/SocialCom/SustainCom 2019: 1652-1658 - 2018
- [j2]Qika Lin
Heterogeneous Knowledge-Based Attentive Neural Networks for Short-Term Music Recommendations. IEEE Access 6: 58990-59000 (2018) - [j1]Hao Lu
Sensing Urban Transportation Events from Multi-Channel Social Signals with the Word2vec Fusion Model. Sensors 18(12): 4093 (2018)
Coauthor Index
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