PPaperPicks

Haoyi Xiong

19 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5451-3253 ↗Homepage ↗

Venues

SIGKDD ×6IJCAI ×3AAAI ×2ICLR ×2CIKM ×1EMNLP ×1ICDE ×1ICML ×1IROS ×1WWW ×1

Frequent coauthors

Yuchen Li
×10
Shuaiqiang Wang
×9
Dawei Yin
×9
Linghe Kong
×6
Hengyi Cai
×5
Yongqi Zhang
×5
Xinyu Ma
×4
Lei Chen
×4
Xuhong Li
×4
Xinran Chen
×3
Jiamin Chen
×3
Haojie Zhang
×3

Papers

  1. HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic Templating
    SIGKDD 2026 ·
    Weibin Liao
    ,
    Jian-Guang Lou
    , Haoyi Xiong
  2. Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search
    WWW 2026 ·
    Yuchen Li
    ,
    Rui Kong
    ,
    Xinran Chen
    ,
    Chengzhe Zhang
    ,
    Jiamin Chen
    ,
    Cheng Deng
    ,
    Xinyu Ma
    ,
    Haojie Zhang
    ,
    Tianhao Peng
    ,
    Hengyi Cai
    ,
    Shuaiqiang Wang
    ,
    Jiashu Zhao
    ,
    Yongqi Zhang
    , Haoyi Xiong,
    Jimmy Xiangji Huang
    ,
    Lei Chen
    ,
    Jun Wang
    ,
    Dawei Yin
  3. Retain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short Memory
    SIGKDD 2026 ·
    Yuchen Li
    ,
    Jiamin Chen
    ,
    Xinran Chen
    ,
    Zhiyu Li
    ,
    Haojie Zhang
    ,
    Rui Kong
    ,
    Jiayi Li
    ,
    Xinyu Ma
    ,
    Hengyi Cai
    ,
    Lixin Su
    ,
    Shuaiqiang Wang
    ,
    Jiashu Zhao
    ,
    Yongqi Zhang
    , Haoyi Xiong,
    Linghe Kong
    ,
    Lei Chen
    ,
    Dawei Yin
  4. FULTR: A Large-Scale Fusion Learning to Rank Dataset and Its Application for Satisfaction-Oriented Ranking
    SIGKDD 2025 ·
    Yuchen Li
    ,
    Hao Zhang
    ,
    Haojie Zhang
    ,
    Hengyi Cai
    ,
    Xinyu Ma
    ,
    Shuaiqiang Wang
    , Haoyi Xiong,
    Zhaochun Ren
    ,
    Maarten de Rijke
    ,
    Dawei Yin
  5. Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
    EMNLP 2025 ·
    Zihao Li
    ,
    Xu Wang
    ,
    Yuzhe Yang
    ,
    Ziyu Yao
    , Haoyi Xiong,
    Mengnan Du
  6. IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis
    ICLR 2025 ·
    Shitong Shao
    ,
    Zikai Zhou
    ,
    Bai Lichen
    , Haoyi Xiong,
    Zeke Xie
  7. Learning to Generate Vectorized Maps at Intersections with Multiple Roadside Cameras
    IROS 2025 ·
    Quanxin Zheng
    ,
    Miao Fan
    ,
    Shengtong Xu
    ,
    Linghe Kong
    , Haoyi Xiong
  8. M2oERank: Multi-Objective Mixture-of-Experts Enhanced Ranking for Satisfaction-Oriented Web Search
    ICDE 2025 ·
    Yuchen Li
    ,
    Hao Zhang
    ,
    Yongqi Zhang
    ,
    Xinyu Ma
    ,
    Wenwen Ye
    ,
    Naifei Song
    ,
    Shuaiqiang Wang
    , Haoyi Xiong,
    Dawei Yin
    ,
    Lei Chen
  9. Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question Answering
    SIGKDD 2025 ·
    Xinran Chen
    ,
    Yuchen Li
    ,
    Hengyi Cai
    ,
    Zhuoran Ma
    ,
    Xuanang Chen
    , Haoyi Xiong,
    Shuaiqiang Wang
    ,
    Ben He
    ,
    Le Sun
    ,
    Dawei Yin
  10. RankElectra: Semi-supervised Pre-training of Learning-to-Rank Electra for Web-scale Search
    SIGKDD 2025 ·
    Yuchen Li
    , Haoyi Xiong,
    Yongqi Zhang
    ,
    Jiang Bian
    ,
    Tianhao Peng
    ,
    Xuhong Li
    ,
    Shuaiqiang Wang
    ,
    Linghe Kong
    ,
    Dawei Yin
  11. RankExpert: A Mixture of Textual-and-Behavioral Experts for Multi-Objective Learning-to-Rank in Web Search
    SIGKDD 2025 ·
    Yuchen Li
    ,
    Hao Zhang
    ,
    Yongqi Zhang
    ,
    Hengyi Cai
    ,
    Mingxin Cai
    ,
    Shuaiqiang Wang
    , Haoyi Xiong,
    Linghe Kong
    ,
    Dawei Yin
    ,
    Lei Chen
  12. SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning
    AAAI 2025 ·
    Tianhao Peng
    ,
    Xuhong Li
    ,
    Haitao Yuan
    ,
    Yuchen Li
    , Haoyi Xiong
  13. Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection
    ICLR 2025 ·
    Lichen Bai
    ,
    Shitong Shao
    ,
    Zikai Zhou
    ,
    Zipeng Qi
    ,
    Zhiqiang Xu
    , Haoyi Xiong,
    Zeke Xie
  14. A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising
    CIKM 2024 ·
    Xuewu Jiao
    ,
    Xinsheng Luo
    ,
    Miao Li
    ,
    Jiang Bian
    ,
    Junchao Yang
    ,
    Wei Hu
    ,
    Mingqing Hu
    ,
    Weipeng Lu
    ,
    Shikun Feng
    ,
    Danlei Feng
    ,
    Dongxu Yang
    , Haoyi Xiong,
    Shuanglong Li
    ,
    Lin Liu
  15. G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint)
    AAAI 2024 ·
    Xuhong Li
    , Haoyi Xiong,
    Xingjian Li
    ,
    Xiao Zhang
    ,
    Ji Liu
    ,
    Haiyan Jiang
    ,
    Zeyu Chen
    ,
    Dejing Dou
  16. GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract)
    IJCAI 2024 ·
    Yuchen Li
    , Haoyi Xiong,
    Linghe Kong
    ,
    Jiang Bian
    ,
    Shuaiqiang Wang
    ,
    Guihai Chen
    ,
    Dawei Yin
  17. Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries
    IJCAI 2024 ·
    Jingyang Deng
    ,
    Xingjian Li
    , Haoyi Xiong,
    Xiaoguang Hu
    ,
    Jinwen Ma
  18. GiLOT: Interpreting Generative Language Models via Optimal Transport
    ICML 2024 ·
    Xuhong Li
    ,
    Jiamin Chen
    ,
    Yekun Chai
    , Haoyi Xiong
  19. MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract)
    IJCAI 2024 ·
    Yuchen Li
    , Haoyi Xiong,
    Linghe Kong
    ,
    Zeyi Sun
    ,
    Hongyang Chen
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin