Zhu, Yifan

25 publications

ICML 2025 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models Mengyang Sun, Yihao Wang, Tao Feng, Dan Zhang, Yifan Zhu, Jie Tang

FnTML 2025 Continual Learning as Computationally Constrained Reinforcement Learning Saurabh Kumar, Henrik Marklund, Ashish Rao, Yifan Zhu, Hong Jun Jeon, Yueyang Liu, Benjamin Van Roy

AAAI 2025 DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation Wenwen Gong, Yangliao Geng, Dan Zhang, Yifan Zhu, Xiaolong Xu, Haolong Xiang, Amin Beheshti, Xuyun Zhang, Lianyong Qi

ICLR 2025 Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power Lijia Yu, Yibo Miao, Yifan Zhu, Xiao-Shan Gao, Lijun Zhang

NeurIPS 2025 HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation 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

ICLR 2025 INFER: A Neural-Symbolic Model for Extrapolation Reasoning on Temporal Knowledge Graph Ningyuan Li, Haihong E, Tianyu Yao, Tianyi Hu, Yuhan Li, Haoran Luo, Meina Song, Yifan Zhu

ICML 2025 KBQA-O1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search Haoran Luo, Haihong E, Yikai Guo, Qika Lin, Xiaobao Wu, Xinyu Mu, Wenhao Liu, Meina Song, Yifan Zhu, Anh Tuan Luu

AAAI 2025 LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation Zhonghong Ou, Xiao Zhang, Yifan Zhu, Shuai Lyu, Jiahao Liu, Tu Ao

AAAI 2025 PowerMLP: An Efficient Version of KAN Ruichen Qiu, Yibo Miao, Shiwen Wang, Yifan Zhu, Lijia Yu, Xiao-Shan Gao

ICLR 2025 Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization Shuang Liu, Yihan Wang, Yifan Zhu, Yibo Miao, Xiao-Shan Gao

NeurIPS 2025 Provable Watermarking for Data Poisoning Attacks Yifan Zhu, Lijia Yu, Xiao-Shan Gao

AAAI 2025 Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement Derek Palmer, Yifan Zhu, Kenneth Lai, Hannah VanderHoeven, Mariah Bradford, Ibrahim Khebour, Carlos Mabrey, Jack Fitzgerald, Nikhil Krishnaswamy, Martha Palmer, James Pustejovsky

AAAI 2025 TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval Shuai Lyu, Zijing Tian, Zhonghong Ou, Yifan Zhu, Xiao Zhang, Qiankun Ha, Haoran Luo, Meina Song

IJCAI 2025 Towards Recognizing Spatial-Temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding Jiangfeng Sun, Kaiwen Xue, Qika Lin, Yufei Qiao, Yifan Zhu, Zhonghong Ou, Meina Song

AAAI 2024 Detection and Defense of Unlearnable Examples Yifan Zhu, Lijia Yu, Xiao-Shan Gao

NeurIPS 2024 Efficient Availability Attacks Against Supervised and Contrastive Learning Simultaneously Yihan Wang, Yifan Zhu, Xiao-Shan Gao

CoRL 2024 Structured Bayesian Meta-Learning for Data-Efficient Visual-Tactile Model Estimation Shaoxiong Yao, Yifan Zhu, Kris Hauser

NeurIPS 2024 T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models Yibo Miao, Yifan Zhu, Lijia Yu, Jun Zhu, Xiao-Shan Gao, Yinpeng Dong

NeurIPS 2024 Text2NKG: Fine-Grained N-Ary Relation Extraction for N-Ary Relational Knowledge Graph Construction Haoran Luo, Haihong E, Yuhao Yang, Tianyu Yao, Yikai Guo, Zichen Tang, Wentai Zhang, Shiyao Peng, Kaiyang Wan, Meina Song, Wei Lin, Yifan Zhu, Luu Anh Tuan

ICML 2024 Toward Availability Attacks in 3D Point Clouds Yifan Zhu, Yibo Miao, Yinpeng Dong, Xiao-Shan Gao

ICCV 2023 Consistent Depth Prediction for Transparent Object Reconstruction from RGB-D Camera Yuxiang Cai, Yifan Zhu, Haiwei Zhang, Bo Ren

ICCV 2023 Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation Fei Gao, Yifan Zhu, Chang Jiang, Nannan Wang

CVPR 2023 Looking Through the Glass: Neural Surface Reconstruction Against High Specular Reflections Jiaxiong Qiu, Peng-Tao Jiang, Yifan Zhu, Ze-Xin Yin, Ming-Ming Cheng, Bo Ren

ECML-PKDD 2023 Semi-Supervised Social Bot Detection with Initial Residual Relation Attention Networks Ming Zhou, Wenzheng Feng, Yifan Zhu, Dan Zhang, Yuxiao Dong, Jie Tang

ICCV 2021 Transfusion: A Novel SLAM Method Focused on Transparent Objects Yifan Zhu, Jiaxiong Qiu, Bo Ren