Fei Cai

2025

doi dblp
Information bottleneck-driven prompt on graphs for unifying downstream few-shot classification tasks.
Xin Zhang|Wanyu Chen|Fei Cai|Jianming Zheng|Zhiqiang Pan|Yupu Guo|Honghui Chen
Information Processing and Management 2025 Volume 62 Issue 4
doi dblp
Light Dynamic Graph Learning on Temporal Networks.
Zhiqiang Pan|Chen Gao|Fei Cai|Honghui Chen|Yong Li
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
doi dblp
Cascading multi-scale graph pre-training and prompt tuning for learning-based community search.
Chonghao Chen|Jianming Zheng|Wanyu Chen|Xin Zhang|Yupu Guo|Aimin Luo|Fei Cai
Information Processing and Management 2025 Volume 62 Issue 6
doi dblp
Tide: A Time-Wise Causal Debiasing Framework for Generative Dynamic Link Prediction.
Xin Zhang|Jianming Zheng|Fei Cai|Zhiqiang Pan|Wanyu Chen|Chonghao Chen|Honghui Chen
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Parse-LLM: A Prior-Free LLM Parser for Unknown System Logs.
Chengyu Song|Lin Yang|Jianming Zheng|Jinzhi Liao|Feng Yang|Linru Ma|Fei Cai
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
On the Cross-Graph Transferability of Dynamic Link Prediction.
Zhiqiang Pan|Chen Gao|Fei Cai|Wanyu Chen|Xin Zhang|Honghui Chen|Yong Li
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Triangle Matters! TopDyG: Topology-aware Transformer for Link Prediction on Dynamic Graphs.
Xin Zhang|Fei Cai|Jianming Zheng|Zhiqiang Pan|Wanyu Chen|Honghui Chen|Chonghao Chen
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
Diversifying Sequential Recommendation with Retrospective and Prospective Transformers.
Chaoyu Shi|Pengjie Ren|Dongjie Fu|Xin Xin|Shansong Yang|Fei Cai|Zhaochun Ren|Zhumin Chen
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 5
doi dblp
Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure.
Jiyuan Yang|Yue Ding|Yidan Wang|Pengjie Ren|Zhumin Chen|Fei Cai|Jun Ma|Rui Zhang|Zhaochun Ren|Xin Xin
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

doi dblp
Generating Relevant and Informative Questions for Open-Domain Conversations.
Yanxiang Ling|Fei Cai|Jun Liu|Honghui Chen|Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 1
doi dblp
Sequence-aware Knowledge Distillation for a Lightweight Event Representation.
Jianming Zheng|Fei Cai|Yanxiang Ling|Honghui Chen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
AugPrompt: Knowledgeable augmented-trigger prompt for few-shot event classification.
Chengyu Song|Fei Cai|Jianming Zheng|Xiang Zhao|Taihua Shao
Information Processing and Management 2023 Volume 60 Issue 4
doi dblp
MsPrompt: Multi-step prompt learning for debiasing few-shot event detection.
Siyuan Wang|Jianming Zheng|Fei Cai|Chengyu Song|Xueshan Luo
Information Processing and Management 2023 Volume 60 Issue 6
doi dblp
MultiPLe: Multilingual Prompt Learning for Relieving Semantic Confusions in Few-shot Event Detection.
James Cogley|Siyuan Wang|Jianming Zheng|Wanyu Chen|Fei Cai|Xueshan Luo
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

doi dblp
Multi-interest Diversification for End-to-end Sequential Recommendation.
Wanyu Chen|Pengjie Ren|Fei Cai|Fei Sun|Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1
doi dblp
Exploring latent connections in graph neural networks for session-based recommendation.
Fei Cai|Zhiqiang Pan|Chengyu Song|Xin Zhang
Discover Computing 2022 Volume 25 Issue 3
doi dblp
A Contrastive learning-based Task Adaptation model for few-shot intent recognition.
Xin Zhang|Fei Cai|Xuejun Hu|Jianming Zheng|Honghui Chen
Information Processing and Management 2022 Volume 59 Issue 3
doi dblp
Graph Co-Attentive Session-based Recommendation.
Zhiqiang Pan|Fei Cai|Wanyu Chen|Honghui Chen
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4
doi dblp
Collaborative Graph Learning for Session-based Recommendation.
Zhiqiang Pan|Fei Cai|Wanyu Chen|Chonghao Chen|Honghui Chen
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4
doi dblp
PTAU: Prompt Tuning for Attributing Unanswerable Questions.
Jinzhi Liao|Xiang Zhao|Jianming Zheng|Xinyi Li|Fei Cai|Jiuyang Tang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

doi dblp
Context-Controlled Topic-Aware Neural Response Generation for Open-Domain Dialog Systems.
Yanxiang Ling|Fei Cai|Xuejun Hu|Jun Liu|Wanyu Chen|Honghui Chen
Information Processing and Management 2021 Volume 58 Issue 1
doi dblp
An entity-graph based reasoning method for fact verification.
Chonghao Chen|Fei Cai|Xuejun Hu|Jianming Zheng|Yanxiang Ling|Honghui Chen
Information Processing and Management 2021 Volume 58 Issue 3
doi dblp
HHGN: A Hierarchical Reasoning-based Heterogeneous Graph Neural Network for fact verification.
Chonghao Chen|Fei Cai|Xuejun Hu|Wanyu Chen|Honghui Chen
Information Processing and Management 2021 Volume 58 Issue 5
doi dblp
Metric Sentiment Learning for Label Representation.
Chengyu Song|Fei Cai|Jianming Zheng|Wanyu Chen|Zhiqiang Pan
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Taxonomy-aware Learning for Few-Shot Event Detection.
Jianming Zheng|Fei Cai|Wanyu Chen|Wengqiang Lei|Honghui Chen
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Hierarchical neural query suggestion with an attention mechanism.
Wanyu Chen|Fei Cai|Honghui Chen|Maarten de Rijke
Information Processing and Management 2020 Volume 57 Issue 6
doi dblp
Pre-train, Interact, Fine-tune: a novel interaction representation for text classification.
Jianming Zheng|Fei Cai|Honghui Chen|Maarten de Rijke
Information Processing and Management 2020 Volume 57 Issue 6
doi dblp
Improving End-to-End Sequential Recommendations with Intent-aware Diversification.
Wanyu Chen|Pengjie Ren|Fei Cai|Fei Sun|Maarten de Rijke
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Star Graph Neural Networks for Session-based Recommendation.
Zhiqiang Pan|Fei Cai|Wanyu Chen|Honghui Chen|Maarten de Rijke
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
An Intent-guided Collaborative Machine for Session-based Recommendation.
Zhiqiang Pan|Fei Cai|Yanxiang Ling|Maarten de Rijke
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Rethinking Item Importance in Session-based Recommendation.
Zhiqiang Pan|Fei Cai|Yanxiang Ling|Maarten de Rijke
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Incorporating Scenario Knowledge into A Unified Fine-tuning Architecture for Event Representation.
Jianming Zheng|Fei Cai|Honghui Chen
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Leveraging Context for Neural Question Generation in Open-domain Dialogue Systems.
Yanxiang Ling|Fei Cai|Honghui Chen|Maarten de Rijke
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Joint Neural Collaborative Filtering for Recommender Systems.
Wanyu Chen|Fei Cai|Honghui Chen|Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 4
doi dblp
A Dynamic Co-attention Network for Session-based Recommendation.
Wanyu Chen|Fei Cai|Honghui Chen|Maarten de Rijke
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Length-adaptive Neural Network for Answer Selection.
Taihua Shao|Fei Cai|Honghui Chen|Maarten de Rijke
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.

2018

doi dblp
Attentive Encoder-based Extractive Text Summarization.
Chong Feng|Fei Cai|Honghui Chen|Maarten de Rijke
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi dblp
Attention-based Hierarchical Neural Query Suggestion.
Wanyu Chen|Fei Cai|Honghui Chen|Maarten de Rijke
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

doi dblp
Behavior-based personalization in web search.
Fei Cai|Shuaiqiang Wang|Maarten de Rijke
Journal of the Association for Information Science and Technology (JASIST) 2017 Volume 68 Issue 4
doi dblp
Personalized Query Suggestion Diversification.
Wanyu Chen|Fei Cai|Honghui Chen|Maarten de Rijke
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

2016

doi dblp
A Survey of Query Auto Completion in Information Retrieval.
Fei Cai|Maarten de Rijke
Foundations and Trends in Information Retrieval 2016 Volume 10 Issue 4
doi dblp
Diversifying Query Auto-Completion.
Fei Cai|Ridho Reinanda|Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2016 Volume 34 Issue 4
doi dblp
Learning from homologous queries and semantically related terms for query auto completion.
Fei Cai|Maarten de Rijke
Information Processing and Management 2016 Volume 52 Issue 4
doi dblp
Selectively Personalizing Query Auto-Completion.
Fei Cai|Maarten de Rijke
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2014

doi dblp
Time-sensitive Personalized Query Auto-Completion.
Fei Cai|Shangsong Liang|Maarten de Rijke
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
Personalized document re-ranking based on Bayesian probabilistic matrix factorization.
Fei Cai|Shangsong Liang|Maarten de Rijke
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014