Senzhang Wang

2026

doi dblp
Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation.
Jinpeng Chen|Jianxiang He|Yuan Cao|Huan Li|Zhenye Yang|Kaimin Wei|Xiongnan Jin|Senzhang Wang|Weiping Tu
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
Mixture of Semantic and Spatial Experts for Explainable Traffic Prediction.
Yang Hu|Shaobo Li|Dawen Xia|Zhiheng Zhou|Wenyong Zhang|Huaqing Li|Xingxing Zhang|Senzhang Wang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation.
Zhenye Yang|Jinpeng Chen|Huan Li|Xiongnan Jin|Xuanyang Li|Junwei Zhang|Hongbo Gao|Kaimin Wei|Senzhang Wang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Temporal Blocks with Memory Replay for Dynamic Graph Representation Learning.
Zhigang Yu|Hao Yan|Ruochen Liu|Xianghan Wang|Haijun Zhang|Senzhang Wang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation.
Jinpeng Chen|Jianxiang He|Huan Li|Senzhang Wang|Yuan Cao|Kaimin Wei|Zhenye Yang|Ye Ji
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
MoKGNN: Boosting Graph Neural Networks via Mixture of Generic and Task-Specific Language Models.
Hao Yan|Chaozhuo Li|Jun Yin|Weihao Han|Hao Sun|Senzhang Wang|Jian Zhang|Jianxin Wang
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Large Language Model Simulator for Cold-Start Recommendation.
Feiran Huang|Yuanchen Bei|Zhenghang Yang|Junyi Jiang|Hao Chen|Qijie Shen|Senzhang Wang|Fakhri Karray|Philip S. Yu
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation.
Chenyuan Wu|Ninglu Shao|Zheng Liu|Shitao Xiao|Chaozhuo Li|Chen Zhang|Senzhang Wang|Defu Lian
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism.
Jun Yin|Zhengxin Zeng|Mingzheng Li|Hao Yan|Chaozhuo Li|Weihao Han|Jianjin Zhang|Ruochen Liu|Hao Sun|Weiwei Deng|Feng Sun|Qi Zhang|Shirui Pan|Senzhang Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
FGITrans: Cross-City Transformer for Fine-grained Urban Flow Inference.
Yuhao Zheng|Yishuo Cai|Zihao Cai|Changjun Fan|Senzhang Wang|Jianxin Wang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
AdaTM: Fine-grained Urban Flow Inference with Adaptive Knowledge Transfer across Multiple Cities.
Yuhao Zheng|Jinyang Wu|Zihao Cai|Senzhang Wang|Jianxin Wang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems.
Peiyan Zhang|Yuchen Yan|Xi Zhang|Chaozhuo Li|Senzhang Wang|Feiran Huang|Sunghun Kim
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
GPT4Rec: Graph Prompt Tuning for Streaming Recommendation.
Peiyan Zhang|Yuchen Yan|Xi Zhang|Liying Kang|Chaozhuo Li|Feiran Huang|Senzhang Wang|Sunghun Kim
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization.
Dongcheng Zou|Senzhang Wang|Xuefeng Li|Hao Peng|Yuandong Wang|Chunyang Liu|Kehua Sheng|Bo Zhang
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Macro Graph Neural Networks for Online Billion-Scale Recommender Systems.
Hao Chen|Yuanchen Bei|Qijie Shen|Yue Xu|Sheng Zhou|Wenbing Huang|Feiran Huang|Senzhang Wang|Xiao Huang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text Attributed Graphs.
Peiyan Zhang|Chaozhuo Li|Liying Kang|Feiran Huang|Senzhang Wang|Xing Xie|Sunghun Kim
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp
Multi-source and heterogeneous marine hydrometeorology spatio-temporal data analysis with machine learning: a survey.
Song Wu|Xiaoyong Li|Wei Dong|Senzhang Wang|Xiaojiang Zhang|Zichen Xu
World Wide Web (WWW) 2023 Volume 26 Issue 3
doi dblp
Adaptive self-propagation graph convolutional network for recommendation.
Zhuo Cai|Guan Yuan|Xiaobao Zhuang|Senzhang Wang|Shaojie Qiao|Mu Zhu
World Wide Web (WWW) 2023 Volume 26 Issue 5
doi dblp
AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation.
Juyong Jiang|Peiyan Zhang|Yingtao Luo|Chaozhuo Li|Jae Boum Kim|Kai Zhang|Senzhang Wang|Xing Xie|Sunghun Kim
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model.
Yuhao Zheng|Lian Zhong|Senzhang Wang|Yu Yang|Weixi Gu|Junbo Zhang|Jianxin Wang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Multi-Grained Topological Pre-Training of Language Models in Sponsored Search.
Zhoujin Tian|Chaozhuo Li|Zhiqiang Zuo|Zengxuan Wen|Xinyue Hu|Xiao Han|Haizhen Huang|Senzhang Wang|Weiwei Deng|Xing Xie|Qi Zhang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Continual Learning on Dynamic Graphs via Parameter Isolation.
Peiyan Zhang|Yuchen Yan|Chaozhuo Li|Senzhang Wang|Xing Xie|Guojie Song|Sunghun Kim
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Beyond the Overlapping Users: Cross-Domain Recommendation via Adaptive Anchor Link Learning.
Yi Zhao|Chaozhuo Li|Jiquan Peng|Xiaohan Fang|Feiran Huang|Senzhang Wang|Xing Xie|Jibing Gong
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

doi dblp
Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2.
Senzhang Wang|Junbo Zhang|Yanjie Fu|Yong Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 2
doi dblp
Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction.
Senzhang Wang|Meiyue Zhang|Hao Miao|Zhaohui Peng|Philip S. Yu
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 3
doi dblp
ITSM-GCN: Informative Training Sample Mining for Graph Convolutional Network-based Collaborative Filtering.
Kaiqi Gong|Xiao Song|Senzhang Wang|Songsong Liu|Yong Li
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Generative-Free Urban Flow Imputation.
Senzhang Wang|Jiyue Li|Hao Miao|Junbo Zhang|Junxing Zhu|Jianxin Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Dy-HIEN: Dynamic Evolution based Deep Hierarchical Intention Network for Membership Prediction.
Zhenyun Hao|Jianing Hao|Zhaohui Peng|Senzhang Wang|Philip S. Yu|Xue Wang|Jian Wang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Personalized Long-distance Fuel-efficient Route Recommendation Through Historical Trajectories Mining.
Zhan Wang|Zhaohui Peng|Senzhang Wang|Qiao Song
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

doi dblp
ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1.
Senzhang Wang|Junbo Zhang|Yanjie Fu|Yong Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 6
doi dblp
Hubness-aware User Identity Linkage.
Chaozhuo Li|Senzhang Wang|Feiran Huang|Jie Xu|Philip S. Yu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

doi dblp
Extracting diverse-shapelets for early classification on time series.
Wenhe Yan|Guiling Li|Zongda Wu|Senzhang Wang|Philip S. Yu
World Wide Web (WWW) 2020 Volume 23 Issue 6
doi dblp
Label-Aware Graph Convolutional Networks.
Hao Chen|Yue Xu|Feiran Huang|Zengde Deng|Wenbing Huang|Senzhang Wang|Peng He|Zhoujun Li
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction.
Senzhang Wang|Hao Miao|Hao Chen|Zhiqiu Huang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Partially Shared Adversarial Learning For Semi-supervised Multi-platform User Identity Linkage.
Chaozhuo Li|Senzhang Wang|Hao Wang|Yanbo Liang|Philip S. Yu|Zhoujun Li|Wei Wang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Multi-Hot Compact Network Embedding.
Chaozhuo Li|Lei Zheng|Senzhang Wang|Feiran Huang|Philip S. Yu|Zhoujun Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

doi dblp
Distribution Distance Minimization for Unsupervised User Identity Linkage.
Chaozhuo Li|Senzhang Wang|Philip S. Yu|Lei Zheng|Xiaoming Zhang|Zhoujun Li|Yanbo Liang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

doi dblp
Computing Urban Traffic Congestions by Incorporating Sparse GPS Probe Data and Social Media Data.
Senzhang Wang|Xiaoming Zhang|Jianping Cao|Lifang He|Leon Stenneth|Philip S. Yu|Zhoujun Li|Zhiqiu Huang
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 4
doi dblp
From Properties to Links: Deep Network Embedding on Incomplete Graphs.
Dejian Yang|Senzhang Wang|Chaozhuo Li|Xiaoming Zhang|Zhoujun Li
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

doi dblp
Coranking the Future Influence of Multiobjects in Bibliographic Network Through Mutual Reinforcement.
Senzhang Wang|Sihong Xie|Xiaoming Zhang|Zhoujun Li|Philip S. Yu|Yueying He
ACM Transactions on Intelligent Systems and Technology (TIST) 2016 Volume 7 Issue 4

2015

doi dblp
Exploiting social circle broadness for influential spreaders identification in social networks.
Senzhang Wang|Fang Wang|Yan Chen|Chunyang Liu|Zhoujun Li|Xiaoming Zhang
World Wide Web (WWW) 2015 Volume 18 Issue 3
doi dblp
Location Prediction of Social Images via Generative Model.
Xiaoming Zhang|Zhoujun Li|Senzhang Wang|Yang Yang|Xueqiang Lv
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

2014

doi dblp
Exploit Latent Dirichlet Allocation for One-Class Collaborative Filtering.
Haijun Zhang|Zhoujun Li|Yan Chen|Xiaoming Zhang|Senzhang Wang
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014