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Zuohui Fu
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2020 – today
- 2024
- [j2]Zhichao Xu
, Hansi Zeng
, Juntao Tan
, Zuohui Fu
, Yongfeng Zhang
, Qingyao Ai
:
A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability. ACM Trans. Inf. Syst. 42(1): 29:1-29:29 (2024) - 2023
- [c36]Shijie Geng, Juntao Tan, Shuchang Liu, Zuohui Fu, Yongfeng Zhang:
VIP5: Towards Multimodal Foundation Models for Recommendation. EMNLP (Findings) 2023: 9606-9620 - [c35]Shuyuan Xu
, Yingqiang Ge
, Yunqi Li
, Zuohui Fu
, Xu Chen
, Yongfeng Zhang
:
Causal Collaborative Filtering. ICTIR 2023: 235-245 - [c34]Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia:
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. IJCAI 2023: 6519-6524 - [i28]Shijie Geng, Juntao Tan, Shuchang Liu, Zuohui Fu, Yongfeng Zhang:
VIP5: Towards Multimodal Foundation Models for Recommendation. CoRR abs/2305.14302 (2023) - 2022
- [c33]Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang:
Improving Personalized Explanation Generation through Visualization. ACL (1) 2022: 244-255 - [c32]Shuyuan Xu
, Juntao Tan, Zuohui Fu, Jianchao Ji, Shelby Heinecke
, Yongfeng Zhang:
Dynamic Causal Collaborative Filtering. CIKM 2022: 2301-2310 - [c31]Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia:
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. CIKM 2022: 2732-2742 - [c30]Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo:
Assessing Combinational Generalization of Language Models in Biased Scenarios. AACL/IJCNLP (2) 2022: 392-397 - [c29]Shijie Geng, Shuchang Liu, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang:
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5). RecSys 2022: 299-315 - [c28]Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo
, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li
, Yongfeng Zhang:
Explainable Fairness in Recommendation. SIGIR 2022: 681-691 - [c27]Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang:
Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. WWW 2022: 946-955 - [c26]Juntao Tan, Shijie Geng, Zuohui Fu, Yingqiang Ge, Shuyuan Xu
, Yunqi Li, Yongfeng Zhang:
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning. WWW 2022: 1018-1027 - [i27]Juntao Tan, Shijie Geng, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Yunqi Li, Yongfeng Zhang:
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning. CoRR abs/2202.08816 (2022) - [i26]Shijie Geng, Shuchang Liu, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang:
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5). CoRR abs/2203.13366 (2022) - [i25]Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo
, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang:
Explainable Fairness in Recommendation. CoRR abs/2204.11159 (2022) - [i24]Yingqiang Ge, Shuchang Liu, Zuohui Fu, Juntao Tan, Zelong Li
, Shuyuan Xu
, Yunqi Li, Yikun Xian, Yongfeng Zhang:
A Survey on Trustworthy Recommender Systems. CoRR abs/2207.12515 (2022) - [i23]Shuyuan Xu
, Juntao Tan, Zuohui Fu, Jianchao Ji, Shelby Heinecke, Yongfeng Zhang:
Dynamic Causal Collaborative Filtering. CoRR abs/2208.11094 (2022) - 2021
- [c25]Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo:
Data Augmentation with Adversarial Training for Cross-Lingual NLI. ACL/IJCNLP (1) 2021: 5158-5167 - [c24]Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang:
Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems. CIKM 2021: 494-503 - [c23]Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo:
Context-Aware Interaction Network for Question Matching. EMNLP (1) 2021: 3846-3853 - [c22]Zuohui Fu, Yikun Xian, Yongfeng Zhang, Yi Zhang
:
IUI 2021 Tutorial on Conversational Recommendation Systems. IUI Companion 2021: 1-2 - [c21]Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan:
EXACTA: Explainable Column Annotation. KDD 2021: 3775-3785 - [c20]Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen
, Sen Su:
Dense Contrastive Visual-Linguistic Pretraining. ACM Multimedia 2021: 5203-5212 - [c19]Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang:
Faithfully Explainable Recommendation via Neural Logic Reasoning. NAACL-HLT 2021: 3083-3090 - [c18]Shuchang Liu, Shuyuan Xu, Wenhui Yu, Zuohui Fu, Yongfeng Zhang, Amélie Marian:
FedCT: Federated Collaborative Transfer for Recommendation. SIGIR 2021: 716-725 - [c17]Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu
, Zelong Li
, Gerard de Melo, Yongfeng Zhang:
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation. SIGIR 2021: 2415-2421 - [c16]Zuohui Fu, Yikun Xian, Yongfeng Zhang, Yi Zhang
:
WSDM 2021 Tutorial on Conversational Recommendation Systems. WSDM 2021: 1134-1136 - [c15]Yunqi Li, Hanxiong Chen, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang:
User-oriented Fairness in Recommendation. WWW 2021: 624-632 - [c14]Zelong Li
, Jianchao Ji, Zuohui Fu, Yingqiang Ge, Shuyuan Xu
, Chong Chen, Yongfeng Zhang:
Efficient Non-Sampling Knowledge Graph Embedding. WWW 2021: 1727-1736 - [i22]Yunqi Li, Shuyuan Xu, Bo Liu, Zuohui Fu, Shuchang Liu, Xu Chen, Yongfeng Zhang:
Discrete Knowledge Graph Embedding based on Discrete Optimization. CoRR abs/2101.04817 (2021) - [i21]Shijie Geng, Peng Gao, Zuohui Fu, Yongfeng Zhang:
RomeBERT: Robust Training of Multi-Exit BERT. CoRR abs/2101.09755 (2021) - [i20]Shuyuan Xu, Yingqiang Ge, Yunqi Li, Zuohui Fu, Xu Chen, Yongfeng Zhang:
Causal Collaborative Filtering. CoRR abs/2102.01868 (2021) - [i19]Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang:
Faithfully Explainable Recommendation via Neural Logic Reasoning. CoRR abs/2104.07869 (2021) - [i18]Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo, Cheng Peng:
Context-Aware Interaction Network for Question Matching. CoRR abs/2104.08451 (2021) - [i17]Yunqi Li, Hanxiong Chen, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang:
User-oriented Fairness in Recommendation. CoRR abs/2104.10671 (2021) - [i16]Zelong Li, Jianchao Ji, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Chong Chen, Yongfeng Zhang:
Efficient Non-Sampling Knowledge Graph Embedding. CoRR abs/2104.10796 (2021) - [i15]Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su:
Dense Contrastive Visual-Linguistic Pretraining. CoRR abs/2109.11778 (2021) - 2020
- [c13]Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal:
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. AAAI 2020: 4836-4843 - [c12]Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo:
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. AAAI 2020: 7756-7763 - [c11]Zhe Hu, Zuohui Fu, Cheng Peng, Weiwei Wang:
Enhanced Sentence Alignment Network for Efficient Short Text Matching. W-NUT@EMNLP 2020: 34-40 - [c10]Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang:
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CIKM 2020: 1645-1654 - [c9]Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia:
HID: Hierarchical Multiscale Representation Learning for Information Diffusion. IJCAI 2020: 3385-3391 - [c8]Zuohui Fu, Yikun Xian, Yongfeng Zhang, Yi Zhang
:
Tutorial on Conversational Recommendation Systems. RecSys 2020: 751-753 - [c7]Zuohui Fu, Yikun Xian, Ruoyuan Gao
, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu
, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo:
Fairness-Aware Explainable Recommendation over Knowledge Graphs. SIGIR 2020: 69-78 - [c6]Yingqiang Ge, Shuyuan Xu, Shuchang Liu, Zuohui Fu, Fei Sun, Yongfeng Zhang:
Learning Personalized Risk Preferences for Recommendation. SIGIR 2020: 409-418 - [c5]Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu
, Sen Yang, Gerard de Melo:
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. SIGIR 2020: 1541-1544 - [i14]Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo:
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. CoRR abs/2001.11121 (2020) - [i13]Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo:
Character Matters: Video Story Understanding with Character-Aware Relations. CoRR abs/2005.08646 (2020) - [i12]Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo:
Fairness-Aware Explainable Recommendation over Knowledge Graphs. CoRR abs/2006.02046 (2020) - [i11]Shuyuan Xu, Yunqi Li, Shuchang Liu, Zuohui Fu, Yongfeng Zhang:
Learning Post-Hoc Causal Explanations for Recommendation. CoRR abs/2006.16977 (2020) - [i10]Yingqiang Ge, Shuyuan Xu, Shuchang Liu, Zuohui Fu, Fei Sun, Yongfeng Zhang:
Learning Personalized Risk Preferences for Recommendation. CoRR abs/2007.02478 (2020) - [i9]Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su:
Contrastive Visual-Linguistic Pretraining. CoRR abs/2007.13135 (2020) - [i8]Yikun Xian, Zuohui Fu, Qiaoying Huang, S. Muthukrishnan, Yongfeng Zhang:
Neural-Symbolic Reasoning over Knowledge Graph for Multi-stage Explainable Recommendation. CoRR abs/2007.13207 (2020) - [i7]Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo:
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. CoRR abs/2007.15072 (2020) - [i6]Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo:
COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce. CoRR abs/2008.09237 (2020) - [i5]Denghui Zhang, Zixuan Yuan, Yanchi Liu, Zuohui Fu, Fuzhen Zhuang, Pengyang Wang, Haifeng Chen, Hui Xiong:
E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce. CoRR abs/2009.02835 (2020) - [i4]Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang:
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CoRR abs/2010.15620 (2020)
2010 – 2019
- 2019
- [j1]Guang Wang
, Wenzhong Li, Jun Zhang, Yingqiang Ge, Zuohui Fu, Fan Zhang, Yang Wang, Desheng Zhang
:
sharedCharging: Data-Driven Shared Charging for Large-Scale Heterogeneous Electric Vehicle Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(3): 108:1-108:25 (2019) - [c4]Zhiqiang Liu, Zuohui Fu, Jie Cao
, Gerard de Melo, Yik-Cheung Tam, Cheng Niu, Jie Zhou:
Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation. ACL (1) 2019: 1992-2001 - [c3]Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang:
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. SIGIR 2019: 285-294 - [c2]Yingqiang Ge, Shuyuan Xu
, Shuchang Liu, Shijie Geng, Zuohui Fu, Yongfeng Zhang:
Maximizing Marginal Utility per Dollar for Economic Recommendation. WWW 2019: 2757-2763 - [i3]Bingchen Liu
, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal:
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. CoRR abs/1905.10836 (2019) - [i2]Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang:
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. CoRR abs/1906.05237 (2019) - 2016
- [i1]Nikolaus Kleber, Jonathan D. Chisum, Aaron Striegel, Bertrand M. Hochwald, Abbas Termos, J. Nicholas Laneman, Zuohui Fu, John Merritt:
RadioHound: A Pervasive Sensing Network for Sub-6 GHz Dynamic Spectrum Monitoring. CoRR abs/1610.06212 (2016) - 2013
- [c1]Yang Yang, Ziyang Liu, Zuohui Fu, Tao Peng, Wenbo Wang:
Transmission capacity of device-to-device communication under heterogeneous networks with cellular users assisted. GLOBECOM Workshops 2013: 635-341
Coauthor Index
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