Yanghua Xiao

2026

doi dblp
Code LLMs Still Fall Short of Top Programmers: Evaluating Algorithmic Code Generation Through Computational Thinking.
Shisong Chen|Ziyu Zhou|Yicong Zhao|Chengyi Yang|Zhixu Li|Yanghua Xiao|Xin Lin|Xiaojun Meng|Jiansheng Wei|Kuien Liu
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
Large Language Model Judged Self-Training for Named Entity Recognition.
Shisong Chen|Jiaan Wang|Chengyi Yang|Yanghua Xiao|Zhixu Li|Xin Lin
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

doi dblp
KUG: Joint Enhancement of Internal and External Knowledge for Retrieval-Augmented Generation.
Mingyang Li|Shisong Chen|Shengkun Tu|Ziyi Du|Jinghao Zhang|Zhixu Li|Yanghua Xiao
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes.
Haokun Zhao|Jinyi Han|Jie Shi|Chengyu Du|Jiaqing Liang|Yanghua Xiao|Weikang Zhou|Zeye Sun|Fei Yu
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

2024

doi dblp
Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources.
Yipei Xu|Dakuan Lu|Jiaqing Liang|Jin Zhao|Xintao Wang|Hengkui Wu|Ken Chen|Liujiang Liu|Yingsi Xin|Xuepeng Liu|Yanghua Xiao|Zhixu Li
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
M2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base.
Zhiwei Zha|Jiaan Wang|Zhixu Li|Xiangru Zhu|Wei Song|Yanghua Xiao
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Exploiting Duality in Open Information Extraction with Predicate Prompt.
Zhen Chen|Jingping Liu|Deqing Yang|Yanghua Xiao|Huimin Xu|Zongyu Wang|Rui Xie|Yunsen Xian
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models.
Yuyan Chen|Jin Zhao|Zhihao Wen|Zhixu Li|Yanghua Xiao
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

doi dblp
Learning Dual-view User Representations for Enhanced Sequential Recommendation.
Lyuxin Xue|Deqing Yang|Shuoyao Zhai|Yuxin Li|Yanghua Xiao
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.
Yuyan Chen|Qiang Fu|Ge Fan|Lun Du|Jian-Guang Lou|Shi Han|Dongmei Zhang|Zhixu Li|Yanghua Xiao
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models.
Yuyan Chen|Qiang Fu|Yichen Yuan|Zhihao Wen|Ge Fan|Dayiheng Liu|Dongmei Zhang|Zhixu Li|Yanghua Xiao
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning.
Jingping Liu|Tao Chen|Zujie Liang|Haiyun Jiang|Yanghua Xiao|Feng Wei|Yuxi Qian|Zhenghong Hao|Bing Han
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities.
Jingdan Zhang|Jiaan Wang|Xiaodan Wang|Zhixu Li|Yanghua Xiao
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition.
Jin Zhao|Zhixu Li|Yanghua Xiao|Jiaqing Liang|Jingping Liu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
MA-MRC: A Multi-answer Machine Reading Comprehension Dataset.
Zhiang Yue|Jingping Liu|Cong Zhang|Chao Wang|Haiyun Jiang|Yue Zhang|Xianyang Tian|Zhedong Cen|Yanghua Xiao|Tong Ruan
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
Can Pre-trained Language Models Understand Chinese Humor?
Yuyan Chen|Zhixu Li|Jiaqing Liang|Yanghua Xiao|Bang Liu|Yunwen Chen
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models.
Xiaodan Wang|Lei Li|Zhixu Li|Xuwu Wang|Xiangru Zhu|Chengyu Wang|Jun Huang|Yanghua Xiao
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
What Image do You Need? A Two-stage Framework for Image Selection in E-commerce.
Sheng You|Chao Wang|Baohua Wu|Jingping Liu|Quan Lu|Guanzhou Han|Yanghua Xiao
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
A Context-Enhanced Transformer with Abbr-Recover Policy for Chinese Abbreviation Prediction.
Kaiyan Cao|Deqing Yang|Jingping Liu|Jiaqing Liang|Yanghua Xiao|Feng Wei|Baohua Wu|Quan Lu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Can We Have Both Fish and Bear's Paw?: Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift.
Yu Hong|Zhixu Li|Jianfeng Qu|Jiaqing Liang|Yi Luo|Miyu Zhang|Yanghua Xiao|Wei Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
A Context-Enhanced Generate-then-Evaluate Framework for Chinese Abbreviation Prediction.
Hanwen Tong|Chenhao Xie|Jiaqing Liang|Qianyu He|Zhiang Yue|Jingping Liu|Yanghua Xiao|Wenguang Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Harvesting More Answer Spans from Paragraph beyond Annotation.
Qiaoben Bao|Jiangjie Chen|Linfang Liu|Jingping Liu|Jiaqing Liang|Yanghua Xiao
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Diversified Query Generation Guided by Knowledge Graph.
Xinyao Shen|Jiangjie Chen|Jiaze Chen|Chun Zeng|Yanghua Xiao
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction.
Chao Wang|Jingping Liu|Tianyi Zhuang|Jiahang Li|Juntao Liu|Yanghua Xiao|Wei Wang|Rui Xie
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
WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model.
Chenhao Xie|Wenhao Huang|Jiaqing Liang|Chengsong Huang|Yanghua Xiao
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

doi dblp
Explaining a bag of words with hierarchical conceptual labels.
Haiyun Jiang|Yanghua Xiao|Wei Wang
World Wide Web (WWW) 2020 Volume 23 Issue 3
doi dblp
Understanding a bag of words by conceptual labeling with prior weights.
Haiyun Jiang|Deqing Yang|Yanghua Xiao|Wei Wang
World Wide Web (WWW) 2020 Volume 23 Issue 4
doi dblp
Attacking Recommender Systems with Augmented User Profiles.
Chen Lin|Si Chen|Hui Li|Yanghua Xiao|Lianyun Li|Qian Yang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Mining Infrequent High-Quality Phrases from Domain-Specific Corpora.
Li Wang|Wei Zhu|Sihang Jiang|Sheng Zhang|Keqiang Wang|Yuan Ni|Guotong Xie|Yanghua Xiao
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
CapableOf Reasoning: A Step Towards Commonsense Oracle.
Jingping Liu|Yanghua Xiao|Ao Wang|Liang He|Bin Shao
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 User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation.
Wenjing Meng|Deqing Yang|Yanghua Xiao
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
A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention.
Deqing Yang|Zengchun Song|Lvxin Xue|Yanghua Xiao
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

doi dblp
Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification.
Shiyun Chen|Xin Lin|Yanghua Xiao|Liang He
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Enterprise Knowledge Graph From Specific Business Task to Enterprise Knowledge Management.
Rong Duan|Yanghua Xiao
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks.
Yuting Ye|Xuwu Wang|Jiangchao Yao|Kunyang Jia|Jingren Zhou|Yanghua Xiao|Hongxia Yang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Spiral of Silence in Recommender Systems.
Dugang Liu|Chen Lin|Zhilin Zhang|Yanghua Xiao|Hanghang Tong
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
doi dblp
Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce.
Rong Xiao|Jianhui Ji|Baoliang Cui|Haihong Tang|Wenwu Ou|Yanghua Xiao|Jiwei Tan|Xuan Ju
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
Short Text Entity Linking with Fine-grained Topics.
Lihan Chen|Jiaqing Liang|Chenhao Xie|Yanghua Xiao|Jussi Karlgren|Jussi Karlgren|Yanghua Xiao
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi dblp
METIC: Multi-Instance Entity Typing from Corpus.
Bo Xu|Yang Cong|Bin Liang|Zheng Luo|Yoshinobu Ura|Luyang Huang|Yang Cong|Bin Liang|Yanghua Xiao|Deqing Yang|Wei Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

doi dblp
Automatic Navbox Generation by Interpretable Clustering over Linked Entities.
Chenhao Xie|Lihan Chen|Jiaqing Liang|Kezun Zhang|Yanghua Xiao|Hanghang Tong|Haixun Wang|Wei Wang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2015

doi dblp
An Inference Approach to Basic Level of Categorization.
Zhongyuan Wang|Haixun Wang|Ji-Rong Wen|Yanghua Xiao
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015
doi dblp
A Graph-based Recommendation across Heterogeneous Domains.
Deqing Yang|Jingrui He|Huazheng Qin|Yanghua Xiao|Wei Wang
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

doi dblp
WiiCluster: a Platform for Wikipedia Infobox Generation.
Kezun Zhang|Yanghua Xiao|Hanghang Tong|Haixun Wang|Wei Wang
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
Tag propagation based recommendation across diverse social media.
Deqing Yang|Yanghua Xiao|Yangqiu Song|Junjun Zhang|Kezun Zhang|Wei Wang
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2011

doi dblp
Answering label-constraint reachability in large graphs.
Kun Xu|Lei Zou|Jeffrey Xu Yu|Lei Chen|Yanghua Xiao|Dongyan Zhao
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011