Jianming Zheng

2026

Fusion Is Not A Simple Ensemble! Towards The Evolving Views in Insider Threat Detection.

Chengyu Song|Lin Yang|Jianming Zheng|Jingjing Zhang|Hongyu Kuang|Jinzhi Liao|Mengchun Zhao

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

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

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

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

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

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

2023

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

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

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

MultiPLe: Multilingual Prompt Learning for Relieving Semantic Confusions in Few-shot Event Detection.

Siyuan Wang|James Cogley|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

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

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

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

Multi-view Interaction Learning for Few-Shot Relation Classification.

Yi Han|Linbo Qiao|Jianming Zheng|Zhigang Kan|Linhui Feng|Yifu Gao|Yu Tang|Qi Zhai|Dongsheng Li|Xiangke Liao

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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

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

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

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