Xiao Zhang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 39

Top Topics

Collaborative Filtering

Canonical Correlation Analysis

Relevance Ranking

Kernel Learning

Top Venues

Publications

Chenglei Shen, Xiao Zhang, Teng Shi, Changshuo Zhang, Guofu Xie, Jun Xu
A Survey of Controllable Learning: Methods and Applications in Information Retrieval. CoRR (2024)
Yuan Wang, Zhiyu Li, Changshuo Zhang, Sirui Chen, Xiao Zhang, Jun Xu, Quan Lin
Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce. CoRR (2024)
Changshuo Zhang, Sirui Chen, Xiao Zhang, Sunhao Dai, Weijie Yu, Jun Xu
Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy. SIGIR (2024)
Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu
ReCODE: Modeling Repeat Consumption with Neural ODE. CoRR (2024)
Sunhao Dai, Yuqi Zhou, Liang Pang, Weihao Liu, Xiaolin Hu, Yong Liu, Xiao Zhang, Gang Wang, Jun Xu
Neural Retrievers are Biased Towards LLM-Generated Content. KDD (2024)
Changshuo Zhang, Teng Shi, Xiao Zhang, Yanping Zheng, Ruobing Xie, Qi Liu, Jun Xu, Ji-Rong Wen
QAGCF: Graph Collaborative Filtering for Q&A Recommendation. CoRR (2024)
Chen Xu, Jun Xu, Yiming Ding, Xiao Zhang, Qi Qi
FairSync: Ensuring Amortized Group Exposure in Distributed Recommendation Retrieval. WWW (2024)
Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu
Large Language Models Enhanced Collaborative Filtering. CoRR (2024)
Zhongxiang Sun, Zihua Si, Xiao Zhang, Xiaoxue Zang, Yang Song, Hongteng Xu, Jun Xu
To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process. CoRR (2024)
Changshuo Zhang, Sirui Chen, Xiao Zhang, Sunhao Dai, Weijie Yu, Jun Xu
UOEP: User-Oriented Exploration Policy for Enhancing Long-Term User Experiences in Recommender Systems. CoRR (2024)
Zhongxiang Sun, Kepu Zhang, Haoyu Wang, Xiao Zhang, Jun Xu
Effective In-Context Example Selection through Data Compression. CoRR (2024)
Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu
ReCODE: Modeling Repeat Consumption with Neural ODE. SIGIR (2024)
Sunhao Dai, Ninglu Shao, Haiyuan Zhao, Weijie Yu, Zihua Si, Chen Xu, Zhongxiang Sun, Xiao Zhang, Jun Xu
Uncovering ChatGPT's Capabilities in Recommender Systems. RecSys (2023)
Zihua Si, Zhongxiang Sun, Jiale Chen, Guozhang Chen, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu
Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning. CoRR (2023)
Haiyuan Zhao, Jun Xu, Xiao Zhang, Guohao Cai, Zhenhua Dong, Ji-Rong Wen
Separating Examination and Trust Bias from Click Predictions for Unbiased Relevance Ranking. WSDM (2023)
Zihua Si, Zhongxiang Sun, Xiao Zhang, Jun Xu, Xiaoxue Zang, Yang Song, Kun Gai, Ji-Rong Wen
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation. CoRR (2023)
Chenglei Shen, Xiao Zhang, Wei Wei, Jun Xu
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation. CoRR (2023)
Zhongxiang Sun, Jun Xu, Xiao Zhang, Zhenhua Dong, Ji-Rong Wen
Law Article-Enhanced Legal Case Matching: A Causal Learning Approach. SIGIR (2023)
Chen Xu, Sirui Chen, Jun Xu, Weiran Shen, Xiao Zhang, Gang Wang, Zhenhua Dong
P-MMF: Provider Max-min Fairness Re-ranking in Recommender System. WWW (2023)
Xiao Zhang, Ninglu Shao, Zihua Si, Jun Xu, Wenhan Wang, Hanjing Su, Ji-Rong Wen
Reward Imputation with Sketching for Contextual Batched Bandits. NeurIPS (2023)
Chuhao Jin, Yutao Zhu, Lingzhen Kong, Shijie Li, Xiao Zhang, Ruihua Song, Xu Chen, Huan Chen, Yuchong Sun, Yu Chen, Jun Xu
Joint Semantic and Strategy Matching for Persuasive Dialogue. EMNLP (Findings) (2023)
Chenglei Shen, Xiao Zhang, Wei Wei, Jun Xu
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation. CIKM (2023)
Sirui Chen, Yuan Wang, Zijing Wen, Zhiyu Li, Changshuo Zhang, Xiao Zhang, Quan Lin, Cheng Zhu, Jun Xu
Controllable Multi-Objective Re-ranking with Policy Hypernetworks. KDD (2023)
Zihua Si, Zhongxiang Sun, Xiao Zhang, Jun Xu, Yang Song, Xiaoxue Zang, Ji-Rong Wen
Enhancing Recommendation with Search Data in a Causal Learning Manner. ACM Trans. Inf. Syst. 41 (4) (2023)
Zihua Si, Xueran Han, Xiao Zhang, Jun Xu, Yue Yin, Yang Song, Ji-Rong Wen
A Model-Agnostic Causal Learning Framework for Recommendation using Search Data. WWW (2022)
Xiao Zhang, Ninglu Shao, Zihua Si, Jun Xu, Wenhan Wang, Hanjing Su, Ji-Rong Wen
Partial Information as Full: Reward Imputation with Sketching in Bandits. CoRR (2022)
Haiyuan Zhao, Jun Xu, Xiao Zhang, Guohao Cai, Zhenhua Dong, Ji-Rong Wen
Unbiased Top-k Learning to Rank with Causal Likelihood Decomposition. CoRR (2022)
Xiao Zhang, Sunhao Dai, Jun Xu, Zhenhua Dong, Quanyu Dai, Ji-Rong Wen
Counteracting User Attention Bias in Music Streaming Recommendation via Reward Modification. KDD (2022)
Xiao Zhang, Shizhong Liao, Jun Xu, Ji-Rong Wen
Regret Bounds for Online Kernel Selection in Continuous Kernel Space. AAAI (2021)
Xiao Zhang, Haonan Jia, Hanjing Su, Wenhan Wang, Jun Xu, Ji-Rong Wen
Counterfactual Reward Modification for Streaming Recommendation with Delayed Feedback. SIGIR (2021)
Haonan Jia, Xiao Zhang, Jun Xu, Wei Zeng, Hao Jiang, Xiaohui Yan, Ji-Rong Wen
Variance Reduction for Deep Q-Learning using Stochastic Recursive Gradient. CoRR (2020)
Xiao Zhang, Shizhong Liao
Hypothesis Sketching for Online Kernel Selection in Continuous Kernel Space. IJCAI (2020)
Xiao Zhang, Shizhong Liao
Incremental Randomized Sketching for Online Kernel Learning. ICML (2019)
Shizhong Liao, Xiao Zhang
Online Kernel Selection via Tensor Sketching. CIKM (2019)
Xiao Zhang, Yun Liao, Shizhong Liao
A survey on online kernel selection for online kernel learning. WIREs Data Mining Knowl. Discov. 9 (2) (2019)
Shan Xu, Xiao Zhang, Shizhong Liao
New Online Kernel Ridge Regression via Incremental Predictive Sampling. CIKM (2019)
Shan Xu, Xiao Zhang, Shizhong Liao
A Linear Incremental Nyström Method for Online Kernel Learning. ICPR (2018)
Xiao Zhang, Shizhong Liao
Online Kernel Selection via Incremental Sketched Kernel Alignment. IJCAI (2018)
Xiao Zhang, Shizhong Liao
Tensor completion via multi-shared-modes canonical correlation analysis. Neurocomputing 205 (2016)