Xiao Huang

2026

doi dblp
Self-Monitoring Large Language Models for Click-Through Rate Prediction.
Huachi Zhou|Kaijing Yu|Qinggang Zhang|Hao Chen|Daochen Zha|Wenqi Pei|Anthony Kong|Xiao Huang
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
doi dblp
LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval.
Luyao Zhuang|Qinggang Zhang|Huachi Zhou|Yujing Zhang|Xiao Huang
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.

2024

doi dblp
Feedback Reciprocal Graph Collaborative Filtering.
Weijun Chen|Yuanchen Bei|Qijie Shen|Hao Chen|Xiao Huang|Feiran Huang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 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
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation.
Xuansheng Wu|Huachi Zhou|Yucheng Shi|Wenlin Yao|Xiao Huang|Ninghao Liu
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Large Language Models for Graph Learning.
Yujuan Ding|Wenqi Fan|Xiao Huang|Qing Li
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Non-Recursive Cluster-Scale Graph Interacted Model for Click-Through Rate Prediction.
Yuanchen Bei|Hao Chen|Shengyuan Chen|Xiao Huang|Sheng Zhou|Feiran Huang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Aligning Distillation For Cold-start Item Recommendation.
Feiran Huang|Svein Erik Bratsberg|Zefan Wang|Svein Erik Bratsberg|Zefan Wang|Xiao Huang|Yufeng Qian|Zhetao Li|Hao Chen
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
Adaptive Popularity Debiasing Aggregator for Graph Collaborative Filtering.
Huachi Zhou|Hao Chen|Junnan Dong|Daochen Zha|Chuang Zhou|Xiao Huang
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
Active Ensemble Learning for Knowledge Graph Error Detection.
Junnan Dong|Qinggang Zhang|Xiao Huang|Qiaoyu Tan|Daochen Zha|Zihao Zhao
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
International Workshop on Learning with Knowledge Graphs: Construction, Embedding, and Reasoning.
Qing Li|Xiao Huang|Ninghao Liu|Yuxiao Dong|Guansong Pang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
S2GAE: Self-Supervised Graph Autoencoders are Generalizable Learners with Graph Masking.
Qiaoyu Tan|Ninghao Liu|Xiao Huang|Soo-Hyun Choi|Li Li|Rui Chen|Xia Hu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs.
Junnan Dong|Qinggang Zhang|Xiao Huang|Keyu Duan|Qiaoyu Tan|Zhimeng Jiang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Contrastive Knowledge Graph Error Detection.
Qinggang Zhang|Junnan Dong|Keyu Duan|Xiao Huang|Yezi Liu|Linchuan Xu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Multi-Interest Refinement by Collaborative Attributes Modeling for Click-Through Rate Prediction.
Huachi Zhou|Jiaqi Fan|Xiao Huang|Ka Ho Li|Zhenyu Tang|Dahai Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Generative Adversarial Framework for Cold-Start Item Recommendation.
Hao Chen|Zefan Wang|Feiran Huang|Xiao Huang|Yue Xu|Yishi Lin|Peng He|Zhoujun Li
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

doi dblp
REFORM: Error-Aware Few-Shot Knowledge Graph Completion.
Song Wang|Xiao Huang|Chen Chen|Liang Wu|Jundong Li
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Subtractive Aggregation for Attributed Network Anomaly Detection.
Shuang Zhou|Qiaoyu Tan|Zhiming Xu|Xiao Huang|Fu-Lai Chung
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Temporal Augmented Graph Neural Networks for Session-Based Recommendations.
Huachi Zhou|Qiaoyu Tan|Xiao Huang|Kaixiong Zhou|Xiaoling Wang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

doi dblp
Report on the international workshop on natural language processing for recommendations (NLP4REC 2020) workshop held at WSDM 2020.
Xiao Huang|Pengjie Ren|Zhaochun Ren|Fei Sun|Xiangnan He|Dawei Yin|Maarten de Rijke
SIGIR Forum 2020 Volume 54 Issue 1

2019

doi dblp
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks.
Yuening Li|Xiao Huang|Jundong Li|Mengnan Du|Na Zou
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Knowledge Graph Embedding Based Question Answering.
Xiao Huang|Jingyuan Zhang|Dingcheng Li|Ping Li
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

2018

doi dblp
Exploring Expert Cognition for Attributed Network Embedding.
Xiao Huang|Qingquan Song|Jundong Li|Xia Hu
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2017

doi dblp
Label Informed Attributed Network Embedding.
Xiao Huang|Jundong Li|Xia Hu
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017