Shuaiqiang Wang - Publications, H-index & Citations

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Shuaiqiang Wang

baidu inc.

25H-index

202Paper Count

3.1KCitation Count

Published Papers 26

Publication Date

ReflectRAG: Enhancing retrieval-augmented generation with GRPO-optimized iterative reflection

Neurocomputing

IF6.5

2026-05-21

PREAI

Xuanhe Chen; Yuchen Li; Youyi Bi; Shuaiqiang Wang; Linghe Kong; Dawei Yin

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FlexSpec: Frozen Drafts Meet Evolving Targets in Edge-Cloud Collaborative LLM Speculative Decoding

IEEE Transactions on Mobile Computing

IF9.2

2026-04-13

PREAI

Yuchen Li; Rui Kong; Zhonghao Lyu; Qiyang Li; Xinran Chen; Hengyi Cai; Lingyong Yan; Shuaiqiang Wang; Jiashu Zhao; Guangxu Zhu; Linghe Kong; Guihai Chen; Haoyi Xiong; Dawei Yin

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A Question Answering Dataset for Temporal-Sensitive Retrieval-Augmented Generation

Scientific Data

IF6.9

2025-11-21

OAAI

Ziyang Chen; Erxue Min; Xiang Zhao; Yunxin Li; Xin Jia; Jinzhi Liao; Jichao Li; Shuaiqiang Wang; Baotian Hu; Dawei Yin

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S<inline-formula><tex-math notation="LaTeX">$^{3}$</tex-math></inline-formula>PRank: Toward Satisfaction-Oriented Learning to Rank With Semi-Supervised Pre-Training

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-10-20

PREAI

Yuchen Li; Zhonghao Lyu; Yongqi Zhang; Hao Zhang; Tianhao Peng; Haoyi Xiong; Shuaiqiang Wang; Linghe Kong; Guihai Chen; Dawei Yin

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Tool learning with large language models: a survey

FRONTIERS OF COMPUTER SCIENCE

IF4.6

2025-01-13

OAAI

Qu, Changle; Dai, Sunhao; Wei, Xiaochi; Cai, Hengyi; Wang, Shuaiqiang; Yin, Dawei; Xu, Jun; Wen, Ji-rong

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When Search Engine Services Meet Large Language Models: Visions and Challenges

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-11-01

OAAI

Xiong, Haoyi; Bian, Jiang; Li, Yuchen; Li, Xuhong; Du, Mengnan; Wang, Shuaiqiang; Yin, Dawei; Helal, Sumi

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Toward Bias-Agnostic Recommender Systems: A Universal Generative Framework

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2024-06-25

OAAI

Wang, Zhidan; Zou, Lixin; Li, Chenliang; Wang, Shuaiqiang; Chen, Xu; Yin, Dawei; Liu, Weidong

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Towards Flexible and Adaptive Neural Process for Cold-Start Recommendation

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-04-01

PREAI

Lin, Xixun; Zhou, Chuan; Wu, Jia; Zou, Lixin; Pan, Shirui; Cao, Yanan; Wang, Bin; Wang, Shuaiqiang; Yin, Dawei

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Explainability for Large Language Models: A Survey

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2024-02-22

OAAI

Zhao, Haiyan; Chen, Hanjie; Yang, Fan; Liu, Ninghao; Deng, Huiqi; Cai, Hengyi; Wang, Shuaiqiang; Yin, Dawei; Du, Mengnan

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A Simple yet Effective Framework for Active Learning to Rank

MACHINE INTELLIGENCE RESEARCH

IF8.7

2024-01-15

PREAI

Wang, Qingzhong; Li, Haifang; Xiong, Haoyi; Wang, Wen; Bian, Jiang; Lu, Yu; Wang, Shuaiqiang; Cheng, Zhicong; Dou, Dejing; Yin, Dawei

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GS2P: a generative pre-trained learning to rank model with over-parameterization for web-scale search

MACHINE LEARNING

IF2.9

2024-01-05

PREAI

Li, Yuchen; Xiong, Haoyi; Kong, Linghe; Bian, Jiang; Wang, Shuaiqiang; Chen, Guihai; Yin, Dawei

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COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-12-01

PREAI

Li, Yuchen; Xiong, Haoyi; Wang, Qingzhong; Kong, Linghe; Liu, Hao; Li, Haifang; Bian, Jiang; Wang, Shuaiqiang; Chen, Guihai; Dou, Dejing; Yin, Dawei

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IEEE ACCESS SPECIAL SECTION EDITORIAL: ADVANCED DATA ANALYTICS FOR LARGE-SCALE COMPLEX DATA ENVIRONMENTS

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Wu, Jia; Pan, Shirui; Jiang, Junjun; Cai, Zhihua; Du, Bo; Tian, Yingjie; Wang, Shuaiqiang; Wang, Haishuai

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How does serendipity affect diversity in recommender systems? A serendipity-oriented greedy algorithm

COMPUTING

IF2.8

2018-12-05

OAAI

Kotkov, Denis; Veijalainen, Jari; Wang, Shuaiqiang

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Polygene-based evolutionary algorithms with frequent pattern mining

FRONTIERS OF COMPUTER SCIENCE

IF4.6

2018-02-07

PREAI

Wang, Shuaiqiang; Yin, Yilong

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User session level diverse reranking of search results

NEUROCOMPUTING

IF6.5

2018-01-01

OAAI

Ren, Pengjie; Chen, Zhumin; Ma, Jun; Wang, Shuaiqiang; Zhang, Zhiwei; Ren, Zhaochun; Ma, Tinghuai

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Learning to rank images for complex queries in concept-based search

NEUROCOMPUTING

IF6.5

2018-01-01

OAAI

Cui, Chaoran; Shen, Jialie; Chen, Zhumin; Wang, Shuaiqiang; Ma, Jun

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A survey of serendipity in recommender systems

KNOWLEDGE-BASED SYSTEMS

IF7.6

2016-11-01

208

PREAI

Kotkov, Denis; Wang, Shuaiqiang; Veijalainen, Jari

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Ranking-Oriented Collaborative Filtering: A Listwise Approach

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2016-09-21

PREAI

Wang, Shuaiqiang; Huang, Shanshan; Liu, Tie-Yan; Ma, Jun; Chen, Zhumin; Veijalainen, Jari

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A Cooperative Coevolution Framework for Parallel Learning to Rank

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2015-12-01

OAAI

Wang, Shuaiqiang; Wu, Yun; Gao, Byron J.; Wang, Ke; Lauw, Hady W.; Ma, Jun

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Research Directions