PPaperPicks

Yuchen Guo

14 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×4ECAI ×2ECML-PKDD ×2AAMAS ×1ACL ×1ACM MM ×1CHI ×1CVPR ×1WWW ×1

Frequent coauthors

Wenxi Li
×6
Haozhe Lin
×5
Lu Fang
×4
Guiguang Ding
×3
Chao Ma
×3
Xiaokang Yang
×3
Wenlong Chen
×2
Changping Peng
×2
Jie He
×2
Chenglong Liu
×2
Jintao Liu
×2
Jinze Yang
×2

Papers

  1. 2D-CrossScan Mamba: Enhancing State Space Models with Spatially Consistent Multi-Path 2D Information Propagation
    AAAI 2026 ·
    Longlong Yu
    ,
    Wenxi Li
    ,
    Yaoqi Sun
    ,
    Hang Xu
    ,
    Chenggang Yan
    , Yuchen Guo
  2. Breaking the Scalability Barrier in Constrained Graph-Based Networked Control via Decision-Focused Learning
    WWW 2026 ·
    Zhaoxing Yang
    , Yuchen Guo,
    Wenlong Li
    ,
    Guiyun Fan
    ,
    Haiming Jin
    ,
    Linghe Kong
  3. GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection
    AAAI 2026 ·
    Xiang Li
    ,
    Wenxi Li
    ,
    Yuetong Wang
    ,
    Chenyang Lyu
    ,
    Haozhe Lin
    ,
    Guiguang Ding
    , Yuchen Guo
  4. SAM3-I: Segment Anything with Instructions
    ACL 2026 ·
    Jingjing Li
    ,
    Yue Feng
    , Yuchen Guo,
    Jincai Huang
    ,
    Wei Ji
    ,
    Qi Bi
    ,
    Yongri Piao
    ,
    Miao Zhang
    ,
    Xiaoqi Zhao
    ,
    Qiang Chen
    ,
    Shihao Zou
    ,
    Huchuan Lu
    ,
    Li Cheng
  5. CULC-Net: A Recipe for Tailored Creative Selection in Online Advertising
    ECML-PKDD 2025 ·
    Baosheng Zhang
    ,
    Liufang Sang
    ,
    Haoran Wang
    ,
    Wei Wang
    ,
    Wenlong Chen
    ,
    Changping Peng
    ,
    Zhangang Lin
    ,
    Jingping Shao
    ,
    Jie He
    ,
    Haoqian Wang
    , Yuchen Guo
  6. CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models
    CHI 2024 ·
    Jie Gao
    , Yuchen Guo,
    Gionnieve Lim
    ,
    Tianqin Zhang
    ,
    Zheng Zhang
    ,
    Toby Jia-Jun Li
    ,
    Simon Tangi Perrault
  7. Debiased Novel Category Discovering and Localization
    AAAI 2024 ·
    Juexiao Feng
    ,
    Yuhong Yang
    ,
    Yanchun Xie
    ,
    Yaqian Li
    ,
    Yandong Guo
    , Yuchen Guo,
    Yuwei He
    ,
    Liuyu Xiang
    ,
    Guiguang Ding
  8. Detecting Objects as Cascade Corners
    ECAI 2024 ·
    Chenglong Liu
    ,
    Jintao Liu
    ,
    Haorao Wei
    ,
    Jinze Yang
    ,
    Liangyu Xu
    , Yuchen Guo,
    Lu Fang
  9. GigaHumanDet: Exploring Full-Body Detection on Gigapixel-Level Images
    AAAI 2024 ·
    Chenglong Liu
    ,
    Haoran Wei
    ,
    Jinze Yang
    ,
    Jintao Liu
    ,
    Wenxi Li
    , Yuchen Guo,
    Lu Fang
  10. GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes
    CVPR 2024 ·
    Haozhe Lin
    ,
    Chunyu Wei
    ,
    Li He
    , Yuchen Guo,
    Yunqi Zhao
    ,
    Shanglong Li
    ,
    Lu Fang
  11. JDRec: Practical Actor-Critic Framework for Online Combinatorial Recommender System
    AAMAS 2024 ·
    Xin Zhao
    ,
    Jiaxin Li
    ,
    Zhiwei Fang
    , Yuchen Guo,
    Jinyuan Zhao
    ,
    Jie He
    ,
    Wenlong Chen
    ,
    Changping Peng
    ,
    Guiguang Ding
  12. SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images
    ECML-PKDD 2024 ·
    Wenxi Li
    ,
    Ruxin Zhang
    ,
    Haozhe Lin
    , Yuchen Guo,
    Chao Ma
    ,
    Xiaokang Yang
  13. SaccadeMOT: Enhancing Object Detection and Tracking in Gigapixel Images via Scale-Aware Density Estimation
    ECAI 2024 ·
    Wenxi Li
    ,
    Ruxin Zhang
    ,
    Haozhe Lin
    , Yuchen Guo,
    Chao Ma
    ,
    Xiaokang Yang
  14. SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer
    ACM MM 2024 ·
    Wenxi Li
    , Yuchen Guo,
    Jilai Zheng
    ,
    Haozhe Lin
    ,
    Chao Ma
    ,
    Lu Fang
    ,
    Xiaokang Yang