Zhu Sun

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 74

Top Topics

Personalized Ranking

Reinforcement Learning

Social Influence

Graph Embedding

Top Venues

Publications

Yatong Sun, Xiaochun Yang, Zhu Sun, Bin Wang
BERD+: A Generic Sequential Recommendation Framework by Eliminating Unreliable Data with Item- and Attribute-level Signals. ACM Trans. Inf. Syst. 42 (2) (2024)
Qing Yin, Hui Fang, Zhu Sun, Yew-Soon Ong
Understanding Diversity in Session-based Recommendation. ACM Trans. Inf. Syst. 42 (1) (2024)
Zhu Sun, Yu Lei, Lu Zhang, Chen Li, Yew-Soon Ong, Jie Zhang
A Multi-channel Next POI Recommendation Framework with Multi-granularity Check-in Signals. ACM Trans. Inf. Syst. 42 (1) (2024)
Xiao Sha, Zhu Sun, Jie Zhang, Yew-Soon Ong
Who Wants to Shop With You: Joint Product-Participant Recommendation for Group-Buying Service. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yingpeng Du, Ziyan Wang, Zhu Sun, Haoyan Chua, Hongzhi Liu, Zhonghai Wu, Yining Ma, Jie Zhang, Youchen Sun
Large Language Model with Graph Convolution for Recommendation. CoRR (2024)
Xinghua Qu, Abhishek Gupta, Yew-Soon Ong, Zhu Sun
Adversary Agnostic Robust Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Lu Zhang, Zhu Sun, Jie Zhang, Yiwen Wu, Yunwen Xia
Conversation-Based Adaptive Relational Translation Method for Next POI Recommendation With Uncertain Check-Ins. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Zhu Sun, Kaidong Feng, Jie Yang, Xinghua Qu, Hui Fang, Yew-Soon Ong, Wenyuan Liu
Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation. CoRR (2023)
Zhu Sun, Hongyang Liu, Xinghua Qu, Kaidong Feng, Yan Wang, Yew-Soon Ong
Large Language Models for Intent-Driven Session Recommendations. CoRR (2023)
Xinghua Qu, Hongyang Liu, Zhu Sun, Xiang Yin, Yew Soon Ong, Lu Lu, Zejun Ma
Towards Building Voice-based Conversational Recommender Systems: Datasets, Potential Solutions, and Prospects. CoRR (2023)
Zhuoyi Lin, Sheng Zang, Rundong Wang, Zhu Sun, J. Senthilnath, Chi Xu, Chee Keong Kwoh
Attention Over Self-Attention: Intention-Aware Re-Ranking With Dynamic Transformer Encoders for Recommendation. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Yatong Sun, Bin Wang, Zhu Sun, Xiaochun Yang, Yan Wang
Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation. NeurIPS (2023)
Yang Xu, Xinyu Xue, Zhu Sun, Wei Gu, Longfei Cui, Yongkui Jin, Yubin Lan
Deriving Agricultural Field Boundaries for Crop Management from Satellite Images Using Semantic Feature Pyramid Network. Remote. Sens. 15 (11) (2023)
Jiajie Zhu, Yan Wang, Feng Zhu, Zhu Sun
Domain Disentanglement with Interpolative Data Augmentation for Dual-Target Cross-Domain Recommendation. RecSys (2023)
Jiajie Zhu, Yan Wang, Feng Zhu, Zhu Sun
Domain Disentanglement with Interpolative Data Augmentation for Dual-Target Cross-Domain Recommendation. CoRR (2023)
Youchen Sun, Zhu Sun, Xiao Sha, Jie Zhang, Yew Soon Ong
Disentangling Motives behind Item Consumption and Social Connection for Mutually-enhanced Joint Prediction. RecSys (2023)
Jinze Wang, Lu Zhang, Zhu Sun, Yew-Soon Ong
Meta-learning enhanced next POI recommendation by leveraging check-ins from auxiliary cities. CoRR (2023)
Yang Xu, Yuxing Han, Zhu Sun, Wei Gu, Yongkui Jin, Xinyu Xue, Yubin Lan
Path Planning Optimization With Multiple Pesticide and Power Loading Bases Using Several Unmanned Aerial Systems on Segmented Agricultural Fields. IEEE Trans. Syst. Man Cybern. Syst. 53 (3) (2023)
Zhu Sun, Hui Fang, Jie Yang, Xinghua Qu, Hongyang Liu, Di Yu, Yew-Soon Ong, Jie Zhang
DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Huizi Wu, Hui Fang, Zhu Sun, Cong Geng, Xinyu Kong, Yew-Soon Ong
A Generic Reinforced Explainable Framework with Knowledge Graph for Session-based Recommendation. ICDE (2023)
Yong Liu, Hao Zhang, Zhu Sun, Shoujin Wang, Jie Zhang
WSDM 2023 Workshop on Interactive Recommender Systems. WSDM (2023)
Qing Yin, Danning Zhang, Hui Fang, Zhu Sun
Purpose tendency-aware diversified strategy for effective session-based recommendation. Electron. Commer. Res. Appl. 57 (2023)
Xinghua Qu, Hongyang Liu, Zhu Sun, Xiang Yin, Yew Soon Ong, Lu Lu, Zejun Ma
Towards Building Voice-based Conversational Recommender Systems: Datasets, Potential Solutions and Prospects. SIGIR (2023)
Jinze Wang, Lu Zhang, Zhu Sun, Yew-Soon Ong
Meta-learning Enhanced Next POI Recommendation by Leveraging Check-ins from Auxiliary Cities. PAKDD (3) (2023)
Zhuoyi Lin, Sheng Zang, Rundong Wang, Zhu Sun, Chi Xu, Chee Keong Kwoh
Attention over Self-attention: Intention-aware Re-ranking with Dynamic Transformer Encoders for Recommendation. CoRR (2022)
Xinghua Qu, Yew Soon Ong, Abhishek Gupta, Pengfei Wei, Zhu Sun, Zejun Ma
Importance Prioritized Policy Distillation. KDD (2022)
Huizi Wu, Hui Fang, Zhu Sun, Cong Geng, Xinyu Kong, Yew-Soon Ong
A Generic Reinforced Explainable Framework with Knowledge Graph for Session-based Recommendation. CoRR (2022)
Qing Yin, Hui Fang, Zhu Sun, Yew-Soon Ong
Understanding Diversity in Session-Based Recommendation. CoRR (2022)
Yang Xu, Xinyu Xue, Zhu Sun, Wei Gu, Longfei Cui, Yongkui Jin, Yubin Lan
Joint path planning and scheduling for vehicle-assisted multiple Unmanned Aerial Systems plant protection operation. Comput. Electron. Agric. 200 (2022)
Zhu Sun, Hui Fang, Jie Yang, Xinghua Qu, Hongyang Liu, Di Yu, Yew-Soon Ong, Jie Zhang
DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation. CoRR (2022)
Zhu Sun, Chen Li, Yu Lei, Lu Zhang, Jie Zhang, Shunpan Liang
Point-of-Interest Recommendation for Users-Businesses With Uncertain Check-ins. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Xinghua Qu, Pengfei Wei, Mingyong Gao, Zhu Sun, Yew Soon Ong, Zejun Ma
Synthesising Audio Adversarial Examples for Automatic Speech Recognition. KDD (2022)
Xiao Sha, Zhu Sun, Jie Zhang
Disentangling Multi-Facet Social Relations for Recommendation. IEEE Trans. Comput. Soc. Syst. 9 (3) (2022)
Lu Zhang, Zhu Sun, Ziqing Wu, Jie Zhang, Yew Soon Ong, Xinghua Qu
Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences. IJCAI (2022)
Zhu Sun, Yu Lei, Lu Zhang, Chen Li, Yew-Soon Ong, Jie Zhang
A Multi-Channel Next POI Recommendation Framework with Multi-Granularity Check-in Signals. CoRR (2022)
Zhu Sun, Jie Yang, Kaidong Feng, Hui Fang, Xinghua Qu, Yew Soon Ong
Revisiting Bundle Recommendation: Datasets, Tasks, Challenges and Opportunities for Intent-aware Product Bundling. SIGIR (2022)
Hongyang Liu, Zhu Sun, Xinghua Qu, Fuyong Yuan
Top-aware recommender distillation with deep reinforcement learning. Inf. Sci. 576 (2021)
Yatong Sun, Bin Wang, Zhu Sun, Xiaochun Yang
Does Every Data Instance Matter? Enhancing Sequential Recommendation by Eliminating Unreliable Data. IJCAI (2021)
Xiao Sha, Zhu Sun, Jie Zhang
Hierarchical attentive knowledge graph embedding for personalized recommendation. Electron. Commer. Res. Appl. 48 (2021)
Xinghua Qu, Zhu Sun, Yew-Soon Ong, Abhishek Gupta, Pengfei Wei
Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies. IEEE Trans. Cogn. Dev. Syst. 13 (4) (2021)
Lu Zhang, Zhu Sun, Jie Zhang, Yu Lei, Chen Li, Ziqing Wu, Horst Kloeden, Felix Klanner
An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins. IJCAI (2020)
Xin Zhou, Zhu Sun, Guibing Guo, Yuan Liu
Modelling Temporal Dynamics and Repeated Behaviors for Recommendation. PAKDD (1) (2020)
Zhu Sun, Ping Wang, Yinli Jin, Jun Wang, Lei Wang
A Practical Weather Detection Method Built in the Surveillance System Currently Used to Monitor the Large-Scale Freeway in China. IEEE Access 8 (2020)
Xin Zhou, Guibing Guo, Zhu Sun, Yuan Liu
Multi-facet user preference learning for fine-grained item recommendation. Neurocomputing 385 (2020)
Lu Zhang, Zhu Sun, Jie Zhang, Horst Kloeden, Felix Klanner
Modeling hierarchical category transition for next POI recommendation with uncertain check-ins. Inf. Sci. 515 (2020)
Xinghua Qu, Yew-Soon Ong, Abhishek Gupta, Zhu Sun
Defending Adversarial Attacks without Adversarial Attacks in Deep Reinforcement Learning. CoRR (2020)
Qing Guo, Zhu Sun, Jie Zhang, Yin-Leng Theng
An Attentional Recurrent Neural Network for Personalized Next Location Recommendation. AAAI (2020)
Zhu Sun, Ping Wang, Jun Wang, Xiaoyu Peng, Yinli Jin
Exploiting Deeply Supervised Inception Networks for Automatically Detecting Traffic Congestion on Freeway in China Using Ultra-Low Frame Rate Videos. IEEE Access 8 (2020)
Zhu Sun, Di Yu, Hui Fang, Jie Yang, Xinghua Qu, Jie Zhang, Cong Geng
Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison. RecSys (2020)
Yang Xu, Zhu Sun, Xinyu Xue, Wei Gu, Bin Peng
A hybrid algorithm based on MOSFLA and GA for multi-UAVs plant protection task assignment and sequencing optimization. Appl. Soft Comput. 96 (2020)
Xinghua Qu, Zhu Sun, Yew-Soon Ong, Pengfei Wei, Abhishek Gupta
Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy. CoRR (2019)
Yang Xu, Xinyu Xue, Zhu Sun, Chun Chang, Wei Gu, Chen Chen, Yongkui Jin, Bin Peng
Online spraying quality assessment system of plant protection unmanned aerial vehicle based on Android client. Comput. Electron. Agric. 166 (2019)
Yinli Jin, Zhen Jia, Ping Wang, Zhu Sun, Kaige Wen, Jun Wang
Quantitative Assessment on Truck-Related Road Risk for the Safety Control via Truck Flow Estimation of Various Types. IEEE Access 7 (2019)
Qing Guo, Zhu Sun, Yin-Leng Theng
Exploiting Side Information for Recommendation. ICWE (2019)
Xiao Sha, Zhu Sun, Jie Zhang
Attentive Knowledge Graph Embedding for Personalized Recommendation. CoRR (2019)
Qing Guo, Zhu Sun, Jie Zhang, Yin-Leng Theng
Modeling Heterogeneous Influences for Point-of-Interest Recommendation in Location-Based Social Networks. ICWE (2019)
Zhu Sun, Qing Guo, Jie Yang, Hui Fang, Guibing Guo, Jie Zhang, Robin Burke
Research commentary on recommendations with side information: A survey and research directions. Electron. Commer. Res. Appl. 37 (2019)
Zhu Sun, Qing Guo, Jie Yang, Hui Fang, Guibing Guo, Jie Zhang, Robin Burke
Research Commentary on Recommendations with Side Information: A Survey and Research Directions. CoRR (2019)
Huihuai Qiu, Yun Liu, Guibing Guo, Zhu Sun, Jie Zhang, Hai Thanh Nguyen
BPRH: Bayesian personalized ranking for heterogeneous implicit feedback. Inf. Sci. 453 (2018)
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon, Long-Kai Huang, Chi Xu
Recurrent knowledge graph embedding for effective recommendation. RecSys (2018)
Ping Wang, Wenbang Hao, Zhu Sun, Saisai Wang, Erlong Tan, Li Li, Yinli Jin
Regional Detection of Traffic Congestion Using in a Large-Scale Surveillance System via Deep Residual TrafficNet. IEEE Access 6 (2018)
Wenjie Pei, Jie Yang, Zhu Sun, Jie Zhang, Alessandro Bozzon, David M. J. Tax
Interacting Attention-gated Recurrent Networks for Recommendation. CoRR (2017)
Jie Yang, Zhu Sun, Alessandro Bozzon, Jie Zhang, Martha A. Larson
CitRec 2017: International Workshop on Recommender Systems for Citizens. RecSys (2017)
Zhu Sun, Guibing Guo, Jie Zhang, Chi Xu
A Unified Latent Factor Model for Effective Category-Aware Recommendation. UMAP (2017)
Chang Xu, Jie Zhang, Zhu Sun
Online Reputation Fraud Campaign Detection in User Ratings. IJCAI (2017)
Wenjie Pei, Jie Yang, Zhu Sun, Jie Zhang, Alessandro Bozzon, David M. J. Tax
Interacting Attention-gated Recurrent Networks for Recommendation. CIKM (2017)
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon, Yu Chen, Chi Xu
MRLR: Multi-level Representation Learning for Personalized Ranking in Recommendation. IJCAI (2017)
Zhu Sun, Guibing Guo, Jie Zhang
Learning hierarchical category influence on both users and items for effective recommendation. SAC (2017)
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon
Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation. AAAI (2017)
Qing Guo, Zhu Sun, Jie Zhang, Qi Chen, Yin-Leng Theng
Aspect-aware Point-of-Interest Recommendation with Geo-Social Influence. UMAP (Adjunct Publication) (2017)
Xinyu Xue, Yubin Lan, Zhu Sun, Chun Chang, W. Clint Hoffmann
Develop an unmanned aerial vehicle based automatic aerial spraying system. Comput. Electron. Agric. 128 (2016)
Zhu Sun, Guibing Guo, Jie Zhang
Effective Recommendation with Category Hierarchy. UMAP (2016)
Jie Yang, Zhu Sun, Alessandro Bozzon, Jie Zhang
Learning Hierarchical Feature Influence for Recommendation by Recursive Regularization. RecSys (2016)
Hui-Huai Qiu, Guibing Guo, Jie Zhang, Zhu Sun, Hai Thanh Nguyen, Yun Liu
TBPR: Trinity Preference based Bayesian Personalized Ranking for Multivariate Implicit Feedback. UMAP (2016)
Zhu Sun
Exploiting Item and User Relationships for Recommender Systems. UMAP (2015)
Zhu Sun, Guibing Guo, Jie Zhang
Exploiting Implicit Item Relationships for Recommender Systems. UMAP (2015)
Guibing Guo, Jie Zhang, Zhu Sun, Neil Yorke-Smith
LibRec: A Java Library for Recommender Systems. UMAP Workshops (2015)