PPaperPicks

Hao Chen

City University of Macau, Faculty of Data Science, China

23 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6816-5344 ↗Homepage ↗

Venues

SIGKDD ×5NeurIPS ×4AAAI ×2ACL ×2WWW ×2CIKM ×1ECCV ×1ICCV ×1ICDE ×1ICML ×1IJCAI ×1IROS ×1WSDM ×1

Frequent coauthors

Feiran Huang
×12
Xiao Huang
×11
Qijie Shen
×9
Yuanchen Bei
×8
Qinggang Zhang
×7
Senzhang Wang
×6
Zheng Yuan
×4
Fangwei Zhong
×4
Zijin Hong
×3
Junnan Dong
×3
Kui Wu
×3
Churan Wang
×3

Papers

  1. AliBoostV2: CTR-Growth Balanced Boosting Framework in Billion-Scale Recommendation Platform
    WWW 2026 ·
    Qijie Shen
    ,
    Yuanchen Bei
    ,
    Zihong Huang
    ,
    Xixian Wang
    ,
    Zhibo Xiao
    ,
    Dimin Wang
    ,
    Jialin Zhu
    ,
    Yuning Jiang
    ,
    Feiran Huang
    , Hao Chen
  2. Knapsack Optimization-Based Schema Linking for LLM-Based Text-to-SQL Generation
    ICDE 2026 ·
    Zheng Yuan
    , Hao Chen,
    Zijin Hong
    ,
    Qinggang Zhang
    ,
    Feiran Huang
    ,
    Qing Li
    ,
    Xiao Huang
  3. LLM Collaborative Filtering: User-Item Graph as New Language
    AAAI 2026 ·
    Huachi Zhou
    ,
    Yujing Zhang
    , Hao Chen,
    Qinggang Zhang
    ,
    Qijie Shen
    ,
    Feiran Huang
    ,
    Xiao Huang
  4. Macro Graph of Experts for Billion-Scale Multi-Task Recommendation
    SIGKDD 2026 ·
    Hongyu Yao
    ,
    Zijin Hong
    , Hao Chen,
    Zhiqing Li
    ,
    Qijie Shen
    ,
    Zuobin Ying
    ,
    Qihua Feng
    ,
    Huan Gong
    ,
    Feiran Huang
  5. You Don't Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
    AAAI 2026 ·
    Shengyuan Chen
    ,
    Chuang Zhou
    ,
    Zheng Yuan
    ,
    Qinggang Zhang
    ,
    Zeyang Cui
    , Hao Chen,
    Yilin Xiao
    ,
    Jiannong Cao
    ,
    Xiao Huang
  6. AliBoost: Ecological Boosting Framework in Alibaba Platform
    SIGKDD 2025 ·
    Qijie Shen
    ,
    Yuanchen Bei
    ,
    Zihong Huang
    ,
    Jialin Zhu
    ,
    Keqin Xu
    ,
    Boya Du
    ,
    Jiawei Tang
    ,
    Yuning Jiang
    ,
    Feiran Huang
    ,
    Xiao Huang
    , Hao Chen
  7. Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification
    SIGKDD 2025 ·
    Yuanchen Bei
    ,
    Weizhi Chen
    , Hao Chen,
    Sheng Zhou
    ,
    Carl Ji Yang
    ,
    Jiapei Fan
    ,
    Longtao Huang
    ,
    Jiajun Bu
  8. Large Language Model Simulator for Cold-Start Recommendation
    WSDM 2025 ·
    Feiran Huang
    ,
    Yuanchen Bei
    ,
    Zhenghang Yang
    ,
    Junyi Jiang
    , Hao Chen,
    Qijie Shen
    ,
    Senzhang Wang
    ,
    Fakhri Karray
    ,
    Philip S. Yu
  9. Role-aware Multi-agent Reinforcement Learning for Coordinated Emergency Traffic Control
    NeurIPS 2025 ·
    Ming Cheng
    , Hao Chen,
    Zhiqing Li
    ,
    Jia Wang
    ,
    Senzhang Wang
  10. Structure-Guided Large Language Models for Text-to-SQL Generation
    ICML 2025 ·
    Qinggang Zhang
    , Hao Chen,
    Junnan Dong
    ,
    Shengyuan Chen
    ,
    Feiran Huang
    ,
    Xiao Huang
  11. UnrealZoo: Enriching Photo-Realistic Virtual Worlds for Embodied AI
    ICCV 2025 ·
    Fangwei Zhong
    ,
    Kui Wu
    ,
    Churan Wang
    , Hao Chen,
    Hai Ci
    ,
    Zhoujun Li
    ,
    Yizhou Wang
  12. VLM Can Be a Good Assistant: Enhancing Embodied Visual Tracking with Self-Improving Vision-Language Models
    IROS 2025 ·
    Kui Wu
    ,
    Shuhang Xu
    , Hao Chen,
    Churan Wang
    ,
    Zhoujun Li
    ,
    Yizhou Wang
    ,
    Fangwei Zhong
  13. CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent
    SIGKDD 2024 ·
    Liang-Bo Ning
    ,
    Shijie Wang
    ,
    Wenqi Fan
    ,
    Qing Li
    ,
    Xin Xu
    , Hao Chen,
    Feiran Huang
  14. Cost-efficient Knowledge-based Question Answering with Large Language Models
    NeurIPS 2024 ·
    Junnan Dong
    ,
    Qinggang Zhang
    ,
    Chuang Zhou
    , Hao Chen,
    Daochen Zha
    ,
    Xiao Huang
  15. Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL
    ECCV 2024 ·
    Fangwei Zhong
    ,
    Kui Wu
    ,
    Hai Ci
    ,
    Churan Wang
    , Hao Chen
  16. Enhancing Explainable Rating Prediction through Annotated Macro Concepts
    ACL 2024 ·
    Huachi Zhou
    ,
    Shuang Zhou
    , Hao Chen,
    Ninghao Liu
    ,
    Fan Yang
    ,
    Xiao Huang
  17. Feedback Reciprocal Graph Collaborative Filtering
    CIKM 2024 ·
    Weijun Chen
    ,
    Yuanchen Bei
    ,
    Qijie Shen
    , Hao Chen,
    Xiao Huang
    ,
    Feiran Huang
  18. Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination
    NeurIPS 2024 ·
    Ruochen Liu
    , Hao Chen,
    Yuanchen Bei
    ,
    Qijie Shen
    ,
    Fangwei Zhong
    ,
    Senzhang Wang
    ,
    Jianxin Wang
  19. KnowGPT: Knowledge Graph based Prompting for Large Language Models
    NeurIPS 2024 ·
    Qinggang Zhang
    ,
    Junnan Dong
    , Hao Chen,
    Daochen Zha
    ,
    Zailiang Yu
    ,
    Xiao Huang
  20. Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
    ACL 2024 ·
    Zijin Hong
    ,
    Zheng Yuan
    , Hao Chen,
    Qinggang Zhang
    ,
    Feiran Huang
    ,
    Xiao Huang
  21. Macro Graph Neural Networks for Online Billion-Scale Recommender Systems
    WWW 2024 · Hao Chen,
    Yuanchen Bei
    ,
    Qijie Shen
    ,
    Yue Xu
    ,
    Sheng Zhou
    ,
    Wenbing Huang
    ,
    Feiran Huang
    ,
    Senzhang Wang
    ,
    Xiao Huang
  22. Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks
    SIGKDD 2024 ·
    Yijie Zhang
    ,
    Yuanchen Bei
    , Hao Chen,
    Qijie Shen
    ,
    Zheng Yuan
    ,
    Huan Gong
    ,
    Senzhang Wang
    ,
    Feiran Huang
    ,
    Xiao Huang
  23. Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation
    IJCAI 2024 ·
    Shunyang Zhang
    ,
    Senzhang Wang
    ,
    Hao Miao
    , Hao Chen,
    Changjun Fan
    ,
    Jian Zhang