Yaochen Zhu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Causal Inference

Content Analysis

Recommender Systems

Top Venues

IEEE Trans. Multim.

Publications

Xuansheng Wu, Haiyan Zhao, Yaochen Zhu, Yucheng Shi, Fan Yang, Tianming Liu, Xiaoming Zhai, Wenlin Yao, Jundong Li, Mengnan Du, Ninghao Liu
Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era. CoRR (2024)
Haochen Liu, Song Wang, Yaochen Zhu, Yushun Dong, Jundong Li
Knowledge Graph-Enhanced Large Language Models via Path Selection. CoRR (2024)
Yaochen Zhu, Yinhan He, Jing Ma, Mengxuan Hu, Sheng Li, Jundong Li
Causal Inference with Latent Variables: Recent Advances and Future Prospectives. CoRR (2024)
Jinliang Lu, Ziliang Pang, Min Xiao, Yaochen Zhu, Rui Xia, Jiajun Zhang
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models. CoRR (2024)
Yaochen Zhu, Rui Xia, Jiajun Zhang
DPPA: Pruning Method for Large Language Model to Model Merging. CoRR (2024)
Yaochen Zhu, Liang Wu, Qi Guo, Liangjie Hong, Jundong Li
Collaborative Large Language Model for Recommender Systems. WWW (2024)
Linxin Guo, Yaochen Zhu, Min Gao, Yinghui Tao, Junliang Yu, Chen Chen
Consistency and Discrepancy-Based Contrastive Tripartite Graph Learning for Recommendations. KDD (2024)
Linxin Guo, Yaochen Zhu, Min Gao, Yinghui Tao, Junliang Yu, Chen Chen
Consistency and Discrepancy-Based Contrastive Tripartite Graph Learning for Recommendations. CoRR (2024)
Yaochen Zhu, Yinhan He, Jing Ma, Mengxuan Hu, Sheng Li, Jundong Li
Causal Inference with Latent Variables: Recent Advances and Future Prospectives. KDD (2024)
Haochen Liu, Song Wang, Yaochen Zhu, Yushun Dong, Jundong Li
Knowledge Graph-Enhanced Large Language Models via Path Selection. ACL (Findings) (2024)
Yaochen Zhu, Jing Ma, Jundong Li
Causal Inference in Recommender Systems: A Survey of Strategies for Bias Mitigation, Explanation, and Generalization. CoRR (2023)
Song Wang, Yaochen Zhu, Haochen Liu, Zaiyi Zheng, Chen Chen, Jundong Li
Knowledge Editing for Large Language Models: A Survey. CoRR (2023)
Yaochen Zhu, Jing Ma, Liang Wu, Qi Guo, Liangjie Hong, Jundong Li
Path-Specific Counterfactual Fairness for Recommender Systems. CoRR (2023)
Yaochen Zhu, Xiangqing Shen, Rui Xia
Personality-aware Human-centric Multimodal Reasoning: A New Task. CoRR (2023)
Yaochen Zhu, Jing Ma, Liang Wu, Qi Guo, Liangjie Hong, Jundong Li
Path-Specific Counterfactual Fairness for Recommender Systems. KDD (2023)
Yaochen Zhu, Liang Wu, Qi Guo, Liangjie Hong, Jundong Li
Collaborative Large Language Model for Recommender Systems. CoRR (2023)
Jiayi Xie, Yaochen Zhu, Zhenzhong Chen
Micro-Video Popularity Prediction Via Multimodal Variational Information Bottleneck. IEEE Trans. Multim. 25 (2023)
Jing Yi, Yaochen Zhu, Jiayi Xie, Zhenzhong Chen
Cross-Modal Variational Auto-Encoder for Content-Based Micro-Video Background Music Recommendation. IEEE Trans. Multim. 25 (2023)
Yaochen Zhu, Zhenzhong Chen
Variational Bandwidth Auto-Encoder for Hybrid Recommender Systems. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Yaochen Zhu, Xubin Ren, Jing Yi, Zhenzhong Chen
Deep Deconfounded Content-based Tag Recommendation for UGC with Causal Intervention. CoRR (2022)
Yaochen Zhu, Zhenzhong Chen, Feng Wu
Affective Video Content Analysis via Multimodal Deep Quality Embedding Network. IEEE Trans. Affect. Comput. 13 (3) (2022)
Yaochen Zhu, Zhenzhong Chen
Mutually-Regularized Dual Collaborative Variational Auto-encoder for Recommendation Systems. WWW (2022)
Yaochen Zhu, Zhenzhong Chen
Mutually-Regularized Dual Collaborative Variational Auto-encoder for Recommendation Systems. CoRR (2022)
Yaochen Zhu, Jing Yi, Jiayi Xie, Zhenzhong Chen
Deep Causal Reasoning for Recommendations. CoRR (2022)
Yaochen Zhu, Zhenzhong Chen
Collaborative Variational Bandwidth Auto-encoder for Recommender Systems. CoRR (2021)
Jing Yi, Yaochen Zhu, Jiayi Xie, Zhenzhong Chen
Cross-modal Variational Auto-encoder for Content-based Micro-video Background Music Recommendation. CoRR (2021)
Yunsheng Zhang, Yaochen Zhu, Haifeng Li, Siyang Chen, Jian Peng, Ling Zhao
Automatic Changes Detection between Outdated Building Maps and New VHR Images Based on Pre-Trained Fully Convolutional Feature Maps. Sensors 20 (19) (2020)
Jiayi Xie, Yaochen Zhu, Zhibin Zhang, Jian Peng, Jing Yi, Yaosi Hu, Hongyi Liu, Zhenzhong Chen
A Multimodal Variational Encoder-Decoder Framework for Micro-video Popularity Prediction. WWW (2020)
Yaochen Zhu, Jiayi Xie, Zhenzhong Chen
Predicting the Popularity of Micro-videos with Multimodal Variational Encoder-Decoder Framework. CoRR (2020)
Yaochen Zhu, Zhenzhong Chen, Feng Wu
Multimodal Deep Denoise Framework for Affective Video Content Analysis. ACM Multimedia (2019)