Haoyi Xiong - Publications, H-index & Citations

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Haoyi Xiong

baidu inc.

41H-index

292Paper Count

6.3KCitation Count

Published Papers 77

Publication Date

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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Interpretable feature interaction via statistical self-supervised learning on tabular data

machine learning: science and technology

IF0

2026-01-29

OAAI

Xiaochen Zhang; Haoyi Xiong

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SageCopilot: An LLM-Empowered Autonomous Agent for Data Science as a Service

IEEE Transactions on Services Computing

IF5.8

2025-11-21

PREAI

Yuan Liao; Jiang Bian; Yuhui Yun; Shuo Wang; Yubo Zhang; Jiaming Chu; Tao Wang; Yuchen Li; Xuhong Li; Shilei Ji; Haoyi Xiong

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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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CUPre: Cross-domain Unsupervised Pre-training for few-shot cell segmentation

Information Fusion

IF15.5

2025-08-22

PREAI

Weibin Liao; Xuhong Li; Qingzhong Wang; Yanwu Xu; Zhaozhen Yin; Haoyi Xiong

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Knoop: practical enhancement of knockoff with over-parameterization for variable selection

MACHINE LEARNING

IF2.9

2025-01-17

PREAI

Zhang, Xiaochen; Cai, Yunfeng; Xiong, Haoyi

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Look Twice and Closer: A Coarse-to-Fine Segmentation Network for Small Objects in Remote Sensing Images

ieee signal processing magazine

IF3.9

2025-01-01

PREAI

Chen, Silin; Wang, Qingzhong; Di, Kangjian; Xiong, Haoyi; Zou, Ningmu

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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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MoESys: A Distributed and Efficient Mixture-of-Experts Training and Inference System for Internet Services

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-09-01

OAAI

Yu, Dianhai; Shen, Liang; Hao, Hongxiang; Gong, Weibao; Wu, Huachao; Bian, Jiang; Dai, Lirong; Xiong, Haoyi

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Multi-purpose RNA language modelling with motif-aware pretraining and type-guided fine-tuning

NATURE MACHINE INTELLIGENCE

IF23.9

2024-05-13

OAAI

Wang, Ning; Bian, Jiang; Li, Yuchen; Li, Xuhong; Mumtaz, Shahid; Kong, Linghe; Xiong, Haoyi

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GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-05-01

PREAI

Li, Shuangli; Zhou, Jingbo; Xu, Tong; Huang, Liang; Wang, Fan; Xiong, Haoyi; Huang, Weili; Dou, Dejing; Xiong, Hui

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Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-03-04

OAAI

Xiong, Haoyi; Li, Xuhong; Yu, Boyang; Wu, Dongrui; Zhu, Zhanxing; Dou, Dejing

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Temporal Output Discrepancy for Loss Estimation-Based Active Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-02-01

OAAI

Huang, Siyu; Wang, Tianyang; Xiong, Haoyi; Wen, Bihan; Huan, Jun; Dou, Dejing

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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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P2ANet: A Large-Scale Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

IF6

2024-01-11

PREAI

Bian, Jiang; Li, Xuhong; Wang, Tao; Wang, Qingzhong; Huang, Jun; Liu, Chen; Zhao, Jun; Lu, Feixiang; Dou, Dejing; Xiong, Haoyi

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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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Learning Discriminative Features for Crowd Counting

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2024-01-01

OAAI

Chen, Yuehai; Wang, Qingzhong; Yang, Jing; Chen, Badong; Xiong, Haoyi; Du, Shaoyi

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Towards accurate knowledge transfer via target-awareness representation disentanglement

MACHINE LEARNING

IF2.9

2023-12-12

OAAI

Li, Xingjian; Hu, Di; Li, Xuhong; Xiong, Haoyi; Xu, Chengzhong; Dou, Dejing

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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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Semi-supervised transfer learning with hierarchical self-regularization

PATTERN RECOGNITION

IF7.6

2023-12-01

PREAI

Li, Xingjian; Abuduweili, Abulikemu; Shi, Humphrey; Yang, Pengkun; Dou, Dejing; Xiong, Haoyi; Xu, Chengzhong

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Research Directions