Fuzheng Zhang

According to our database, Fuzheng Zhang authored at least 82 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Models.

Kaiwen Wei, Jingyuan Zhang, Hongzhi Zhang, Fuzheng Zhang, Di Zhang, Li Jin, Yue Yu

CoRR, 2024

Enhancing Role-playing Systems through Aggressive Queries: Evaluation and Improvement.

Yihong Tang, Jiao Ou, Che Liu, Fuzheng Zhang, Di Zhang, Kun Gai

CoRR, 2024

Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint.

Zhipeng Chen, Kun Zhou, Wayne Xin Zhao, Junchen Wan, Fuzheng Zhang, Di Zhang, Ji-Rong Wen

CoRR, 2024

2023

Popularity Bias is not Always Evil: Disentangling Benign and Harmful Bias for Recommendation.

Zihao Zhao, Jiawei Chen, Sheng Zhou, Xiangnan He, Xuezhi Cao, Fuzheng Zhang, Wei Wu

IEEE Trans. Knowl. Data Eng., October, 2023

An Active Contour Model Based on Local Pre-Piecewise Fitting Bias Corrections for Fast and Accurate Segmentation.

Guina Wang, Fuzheng Zhang, Yiyang Chen, Guirong Weng, Hongtian Chen

IEEE Trans. Instrum. Meas., 2023

Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries.

Shang Liu, Gao Cong, Kaiyu Feng, Wanli Gu, Fuzheng Zhang

Proc. ACM Manag. Data, 2023

Ask One More Time: Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios.

Lei Lin, Jia-Yi Fu, Pengli Liu, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Di Zhang, Kun Gai

CoRR, 2023

DialogBench: Evaluating LLMs as Human-like Dialogue Systems.

Jiao Ou, Junda Lu, Che Liu, Yihong Tang, Fuzheng Zhang, Di Zhang, Zhongyuan Wang, Kun Gai

CoRR, 2023

Do We Really Need Contrastive Learning for Graph Representation?

Yulan Hu, Sheng Ouyang, Jingyu Liu, Ge Chen, Zhirui Yang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu

CoRR, 2023

HGCVAE: Integrating Generative and Contrastive Learning for Heterogeneous Graph Learning.

Yulan Hu, Zhirui Yang, Sheng Ouyang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu

CoRR, 2023

KwaiYiiMath: Technical Report.

Jia-Yi Fu, Lei Lin, Xiaoyang Gao, Pengli Liu, Zhengzong Chen, Zhirui Yang, Shengnan Zhang, Xue Zheng, Yan Li, Yuliang Liu, Xucheng Ye, Yiqiao Liao, Chao Liao, Bin Chen, Chengru Song, Junchen Wan, Zijia Lin, Fuzheng Zhang, Zhongyuan Wang, Di Zhang, Kun Gai

CoRR, 2023

Parrot: Enhancing Multi-Turn Chat Models by Learning to Ask Questions.

Yuchong Sun, Che Liu, Jinwen Huang, Ruihua Song, Fuzheng Zhang, Di Zhang, Zhongyuan Wang, Kun Gai

CoRR, 2023

CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval.

Xing Wu, Guangyuan Ma, Peng Wang, Meng Lin, Zijia Lin, Fuzheng Zhang, Songlin Hu

CoRR, 2023

2021

Learning Graph Representation With Generative Adversarial Nets.

Hongwei Wang, Jialin Wang, Jia Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Wenjie Li, Xing Xie, Minyi Guo

IEEE Trans. Knowl. Data Eng., 2021

Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks.

Yile Chen, Xiucheng Li, Gao Cong, Cheng Long, Zhifeng Bao, Shang Liu, Wanli Gu, Fuzheng Zhang

Proc. VLDB Endow., 2021

TITA: A Two-stage Interaction and Topic-Aware Text Matching Model.

Xingwu Sun, Yanling Cui, Hongyin Tang, Qiuyu Zhu, Fuzheng Zhang, Beihong Jin

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction.

Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang, Wei Wu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models.

Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models.

Yuanmeng Yan, Rumei Li, Sirui Wang, Hongzhi Zhang, Daoguang Zan, Fuzheng Zhang, Wei Wu, Weiran Xu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism.

Xingwu Sun, Yanling Cui, Hongyin Tang, Fuzheng Zhang, Beihong Jin, Shi Wang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network.

Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer.

Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval.

Hongyin Tang, Xingwu Sun, Beihong Jin, Jingang Wang, Fuzheng Zhang, Wei Wu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking.

Hongyin Tang, Xingwu Sun, Beihong Jin, Fuzheng Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining.

Fuzhen Zhuang, Ying-Min Zhou, Haochao Ying, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He, Hui Xiong

J. Comput. Sci. Technol., 2020

S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.

Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

CoRR, 2020

Micro-nano fiber sensor with high sensitivity for temperature measurement.

Fuzheng Zhang, Na Zhao, Qijing Lin, Feng Han, Libo Zhao, Ping Yang, Zhuangde Jiang

Proceedings of the 15th IEEE International Conference on Nano/Micro Engineered and Molecular System, 2020

STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation.

Haoyu Han, Mengdi Zhang, Min Hou, Fuzheng Zhang, Zhongyuan Wang, Enhong Chen, Hongwei Wang, Jianhui Ma, Qi Liu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Table Fact Verification with Structure-Aware Transformer.

Hongzhi Zhang, Yingyao Wang, Sirui Wang, Xuezhi Cao, Fuzheng Zhang, Zhongyuan Wang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension.

Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Leveraging Historical Interaction Data for Improving Conversational Recommender System.

Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.

Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Query-aware Tip Generation for Vertical Search.

Yang Yang, Junmei Hao, Canjia Li, Zili Wang, Jingang Wang, Fuzheng Zhang, Rao Fu, Peixu Hou, Gong Zhang, Zhongyuan Wang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

TABLE: A Task-Adaptive BERT-based ListwisE Ranking Model for Document Retrieval.

Xingwu Sun, Hongyin Tang, Fuzheng Zhang, Yanling Cui, Beihong Jin, Zhongyuan Wang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Multi-modal Knowledge Graphs for Recommender Systems.

Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Structural Relationship Representation Learning with Graph Embedding for Personalized Product Search.

Shang Liu, Wanli Gu, Gao Cong, Fuzheng Zhang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems.

Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

ACM Trans. Inf. Syst., 2019

Earlier Attention? Aspect-Aware LSTM for Aspect Sentiment Analysis.

Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang, Zhongyuan Wang, Heyan Huang

CoRR, 2019

Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization.

Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang

CoRR, 2019

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation.

Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

Proceedings of the World Wide Web Conference, 2019

Neural Response Generation with Relevant Emotions for Short Text Conversation.

Zhongxia Chen, Ruihua Song, Xing Xie, Jian-Yun Nie, Xiting Wang, Fuzheng Zhang, Enhong Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Influence of surface roughness on the adhesion hysteresis of thin film.

Qijing Lin, Fuzheng Zhang, Feng Han, Man Zhao

Proceedings of the 14th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2019

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems.

Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis.

Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang, Zhongyuan Wang, Heyan Huang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Scalable Content-Aware Collaborative Filtering for Location Recommendation.

Defu Lian, Yong Ge, Fuzheng Zhang, Nicholas Jing Yuan, Xing Xie, Tao Zhou, Yong Rui

IEEE Trans. Knowl. Data Eng., 2018

Environmental Monitoring of Ancient Buildings Based on a Wireless Sensor Network.

Qijing Lin, Fuzheng Zhang, Weile Jiang, Hao Wu

Sensors, 2018

Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems.

Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

CoRR, 2018

Cross-domain novelty seeking trait mining for sequential recommendation.

Fuzhen Zhuang, Yingmin Zhou, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He

CoRR, 2018

DRN: A Deep Reinforcement Learning Framework for News Recommendation.

Guanjie Zheng, Fuzheng Zhang, Zihan Zheng, Yang Xiang, Nicholas Jing Yuan, Xing Xie, Zhenhui Li

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

DKN: Deep Knowledge-Aware Network for News Recommendation.

Hongwei Wang, Fuzheng Zhang, Xing Xie, Minyi Guo

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction.

Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, Qi Liu

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Overview of the NLPCC 2018 Shared Task: Social Media User Modeling.

Fuzheng Zhang, Xing Xie

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Transcribing Content from Structural Images with Spotlight Mechanism.

Yu Yin, Zhenya Huang, Enhong Chen, Qi Liu, Fuzheng Zhang, Xing Xie, Guoping Hu

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems.

Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Sequential Recommender System based on Hierarchical Attention Networks.

Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang, Yanchi Liu, Guandong Xu, Xing Xie, Hui Xiong, Jian Wu

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach.

Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems.

Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

GraphGAN: Graph Representation Learning With Generative Adversarial Nets.

Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Sequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation.

Fuzhen Zhuang, Yingmin Zhou, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Restaurant Survival Analysis with Heterogeneous Information.

Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

CCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender Systems.

Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Beyond the Words: Predicting User Personality from Heterogeneous Information.

Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie, Yong Rui, Wei-Ying Ma

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Overview of the NLPCC-ICCPOL 2017 Shared Task: Social Media User Modeling.

Fuzheng Zhang, Defu Lian, Xing Xie

Proceedings of the Natural Language Processing and Chinese Computing, 2017

A Multifaceted Model for Cross Domain Recommendation Systems.

Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun

Proceedings of the Knowledge Science, Engineering and Management, 2017

2016

Exploiting Dining Preference for Restaurant Recommendation.

Fuzheng Zhang, Nicholas Jing Yuan, Kai Zheng, Defu Lian, Xing Xie, Yong Rui

Proceedings of the 25th International Conference on World Wide Web, 2016

Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions.

Nicholas Jing Yuan, Yuan Zhong, Fuzheng Zhang, Xing Xie, Chin-Yew Lin, Yong Rui

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Collaborative Knowledge Base Embedding for Recommender Systems.

Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian, Xing Xie, Wei-Ying Ma

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Regularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation.

Defu Lian, Zhenyu Zhang, Yong Ge, Fuzheng Zhang, Nicholas Jing Yuan, Xing Xie

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

A contextual collaborative approach for app usage forecasting.

Yingzi Wang, Nicholas Jing Yuan, Yu Sun, Fuzheng Zhang, Xing Xie, Qi Liu, Enhong Chen

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015

Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility.

Fuzheng Zhang, Nicholas Jing Yuan, David Wilkie, Yu Zheng, Xing Xie

ACM Trans. Intell. Syst. Technol., 2015

Geo-social media data analytic for user modeling and location-based services.

Jie Bao, Defu Lian, Fuzheng Zhang, Nicholas Jing Yuan

ACM SIGSPATIAL Special, 2015

Reconstructing individual mobility from smart card transactions: a collaborative space alignment approach.

Fuzheng Zhang, Nicholas Jing Yuan, Yingzi Wang, Xing Xie

Knowl. Inf. Syst., 2015

Mining Location-based Social Networks: A Predictive Perspective.

Defu Lian, Xing Xie, Fuzheng Zhang, Nicholas Jing Yuan, Tao Zhou, Yong Rui

IEEE Data Eng. Bull., 2015

A Novelty-Seeking based Dining Recommender System.

Fuzheng Zhang, Kai Zheng, Nicholas Jing Yuan, Xing Xie, Enhong Chen, Xiaofang Zhou

Proceedings of the 24th International Conference on World Wide Web, 2015

You Are Where You Go: Inferring Demographic Attributes from Location Check-ins.

Yuan Zhong, Nicholas Jing Yuan, Wen Zhong, Fuzheng Zhang, Xing Xie

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data.

Defu Lian, Yong Ge, Fuzheng Zhang, Nicholas Jing Yuan, Xing Xie, Tao Zhou, Yong Rui

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Mining consumer impulsivity from offline and online behavior.

Fuzheng Zhang, Nicholas Jing Yuan, Kai Zheng, Defu Lian, Xing Xie, Yong Rui

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

2014

Mining novelty-seeking trait across heterogeneous domains.

Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian, Xing Xie

Proceedings of the 23rd International World Wide Web Conference, 2014

A Method to Predict the Intermittent Power by Classification Model.

Hang Yang, Fuzheng Zhang, Aidong Xu, Cai Yuan, Chuanlin Chen

Proceedings of the 2014 Ninth International Conference on P2P, 2014

2013

Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach.

Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie, Guangzhong Sun

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Sensing the pulse of urban refueling behavior.

Fuzheng Zhang, David Wilkie, Yu Zheng, Xing Xie

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

We know how you live: exploring the spectrum of urban lifestyles.

Nicholas Jing Yuan, Fuzheng Zhang, Defu Lian, Kai Zheng, Siyu Yu, Xing Xie

Proceedings of the Conference on Online Social Networks, 2013