PPaperPicks

Qinghua Hu

47 papers at tracked venues · 45 at CORE A* · active 2024–2026

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Venues

AAAI ×12NeurIPS ×10CVPR ×6ICML ×6ICCV ×3WWW ×3ICLR ×2ACL ×1ACM MM ×1ECCV ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Pengfei Zhu
×24
Bing Cao
×13
Yu Wang
×10
Qilong Wang
×9
Changqing Zhang
×6
Jialu Li
×5
Yajun Yang
×4
Hong Gao
×4
Dongwei Ren
×4
Wanyu Lin
×4
Yiming Sun
×3
Zihan Feng
×3

Papers

  1. CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion
    AAAI 2026 ·
    Yiming Sun
    ,
    Yuan Ruan
    , Qinghua Hu,
    Pengfei Zhu
  2. Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion
    AAAI 2026 ·
    Xingxin Xu
    ,
    Bing Cao
    ,
    Dongdong Li
    , Qinghua Hu,
    Pengfei Zhu
  3. LLM-Driven Semantic ID for Information Diffusion Prediction
    WWW 2026 ·
    Haoshuang Liu
    ,
    Zihan Feng
    ,
    Yajun Yang
    ,
    Xin Wang
    ,
    Hong Gao
    , Qinghua Hu
  4. Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective
    AAAI 2026 ·
    Tianqi Jiang
    ,
    Liu Yang
    ,
    Xi-Le Zhao
    ,
    Zixuan Qin
    , Qinghua Hu
  5. Many Hands Make Light Work: Group-based Information Diffusion Prediction over Long-Context Cascades
    WWW 2026 ·
    Zihan Feng
    ,
    Yajun Yang
    ,
    Xin Huang
    ,
    Xin Wang
    ,
    Hong Gao
    , Qinghua Hu
  6. Asymmetric Factorized Bilinear Operation for Vision Transformer
    ICLR 2025 ·
    Junjie Wu
    ,
    Qilong Wang
    ,
    Jiangtao Xie
    ,
    Pengfei Zhu
    , Qinghua Hu
  7. Asymmetric Reinforcing Against Multi-Modal Representation Bias
    AAAI 2025 ·
    Xiyuan Gao
    ,
    Bing Cao
    ,
    Pengfei Zhu
    ,
    Nannan Wang
    , Qinghua Hu
  8. CoE: Chain-of-Explanation via Automatic Visual Concept Circuit Description and Polysemanticity Quantification
    CVPR 2025 ·
    Wenlong Yu
    ,
    Qilong Wang
    ,
    Chuang Liu
    ,
    Dong Li
    , Qinghua Hu
  9. DALIP: Distribution Alignment-Based Language-Image Pre-Training for Domain-Specific Data
    ICCV 2025 ·
    Junjie Wu
    ,
    Jiangtao Xie
    ,
    Zhaolin Zhang
    ,
    Qilong Wang
    , Qinghua Hu,
    Peihua Li
    ,
    Sen Xu
  10. Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning
    ICCV 2025 ·
    Liwei Luo
    ,
    Shuaitengyuan Li
    ,
    Dongwei Ren
    ,
    Qilong Wang
    ,
    Pengfei Zhu
    , Qinghua Hu
  11. Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner's Dilemma
    ACL 2025 ·
    Weiqi Zeng
    ,
    Bo Wang
    ,
    Dongming Zhao
    ,
    Zongfeng Qu
    ,
    Ruifang He
    ,
    Yuexian Hou
    , Qinghua Hu
  12. Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark
    ICLR 2025 ·
    Bing Cao
    ,
    Quanhao Lu
    ,
    Jiekang Feng
    ,
    Qilong Wang
    ,
    Pengfei Zhu
    , Qinghua Hu
  13. Efficient Sphere-Effect Based Information Diffusion Prediction on Large-scale Social Networks
    SIGKDD 2025 ·
    Zihan Feng
    ,
    Yajun Yang
    ,
    Xin Huang
    ,
    Hong Gao
    ,
    Liping Jing
    , Qinghua Hu
  14. Graphs Help Graphs: Multi-Agent Graph Socialized Learning
    NeurIPS 2025 ·
    Jialu Li
    ,
    Yu Wang
    ,
    Pengfei Zhu
    ,
    Wanyu Lin
    ,
    Xinjie Yao
    , Qinghua Hu
  15. Hierarchical Classification Auxiliary Network for Time Series Forecasting
    AAAI 2025 ·
    Yanru Sun
    ,
    Zongxia Xie
    ,
    Dongyue Chen
    ,
    Emadeldeen Eldele
    , Qinghua Hu
  16. Hyperbolic-Euclidean Deep Mutual Learning
    WWW 2025 ·
    Haifang Cao
    ,
    Yu Wang
    ,
    Jialu Li
    ,
    Pengfei Zhu
    , Qinghua Hu
  17. Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
    NeurIPS 2025 ·
    Yanru Sun
    ,
    Zongxia Xie
    ,
    Emadeldeen Eldele
    ,
    Dongyue Chen
    , Qinghua Hu,
    Min Wu
  18. Motion-Aware Adaptive Pixel Pruning for Efficient Local Motion Deblurring
    ACM MM 2025 ·
    Wei Shang
    ,
    Dongwei Ren
    ,
    Wanying Zhang
    ,
    Pengfei Zhu
    , Qinghua Hu,
    Wangmeng Zuo
  19. Multimodal Negative Learning
    NeurIPS 2025 ·
    Baoquan Gong
    ,
    Xiyuan Gao
    ,
    Pengfei Zhu
    , Qinghua Hu,
    Bing Cao
  20. Online Clustering of Dueling Bandits
    ICML 2025 ·
    Zhiyong Wang
    ,
    Jiahang Sun
    ,
    Mingze Kong
    ,
    Jize Xie
    , Qinghua Hu,
    John C. S. Lui
    ,
    Zhongxiang Dai
  21. Patch-wise Structural Loss for Time Series Forecasting
    ICML 2025 ·
    Dilfira Kudrat
    ,
    Zongxia Xie
    ,
    Yanru Sun
    ,
    Tianyu Jia
    , Qinghua Hu
  22. Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction
    AAAI 2025 ·
    Junliang Li
    ,
    Yajun Yang
    ,
    Yujia Zhang
    , Qinghua Hu,
    Alan Zhao
    ,
    Hong Gao
  23. Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds
    CVPR 2025 ·
    Huitong Chen
    ,
    Yu Wang
    ,
    Yan Fan
    ,
    Guosong Jiang
    , Qinghua Hu
  24. RoomEditor: High-Fidelity Furniture Synthesis with Parameter-Sharing U-Net
    NeurIPS 2025 ·
    Zhenyi Lin
    ,
    Xiaofan Ming
    ,
    Qilong Wang
    ,
    Dongwei Ren
    ,
    Wangmeng Zuo
    , Qinghua Hu
  25. Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration
    ICML 2025 ·
    Xinjie Yao
    ,
    Yu Wang
    ,
    Pengfei Zhu
    ,
    Wanyu Lin
    ,
    Ruipu Zhao
    ,
    Zhoupeng Guo
    ,
    Weihao Li
    , Qinghua Hu
  26. Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model
    AAAI 2025 ·
    Huan Ma
    ,
    Yan Zhu
    ,
    Changqing Zhang
    ,
    Peilin Zhao
    ,
    Baoyuan Wu
    ,
    Long-Kai Huang
    , Qinghua Hu,
    Bingzhe Wu
  27. TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition
    CVPR 2025 ·
    Yilong Wang
    ,
    Zilin Gao
    ,
    Qilong Wang
    ,
    Zhaofeng Chen
    ,
    Peihua Li
    , Qinghua Hu
  28. Task-Gated Multi-Expert Collaboration Network for Degraded Multi-Modal Image Fusion
    ICML 2025 ·
    Yiming Sun
    ,
    Xin Li
    ,
    Pengfei Zhu
    , Qinghua Hu,
    Dongwei Ren
    ,
    Huiying Xu
    ,
    Xinzhong Zhu
  29. Unknown Text Learning for Clip-Based Few-Shot Open-Set Recognition
    ICCV 2025 ·
    Rui Ma
    ,
    Qilong Wang
    ,
    Bing Cao
    , Qinghua Hu,
    Yahong Han
  30. AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning
    CVPR 2024 ·
    Yuwei Tang
    ,
    Zhenyi Lin
    ,
    Qilong Wang
    ,
    Pengfei Zhu
    , Qinghua Hu
  31. Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound
    AAAI 2024 ·
    Yun Liao
    ,
    Junfan Li
    ,
    Shizhong Liao
    , Qinghua Hu,
    Jianwu Dang
  32. Bi-directional Adapter for Multimodal Tracking
    AAAI 2024 ·
    Bing Cao
    ,
    Junliang Guo
    ,
    Pengfei Zhu
    , Qinghua Hu
  33. Conditional Controllable Image Fusion
    NeurIPS 2024 ·
    Bing Cao
    ,
    Xingxin Xu
    ,
    Pengfei Zhu
    ,
    Qilong Wang
    , Qinghua Hu
  34. Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion
    IJCAI 2024 ·
    Yiming Sun
    ,
    Bing Cao
    ,
    Pengfei Zhu
    , Qinghua Hu
  35. Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning
    AAAI 2024 ·
    Yan Fan
    ,
    Yu Wang
    ,
    Pengfei Zhu
    , Qinghua Hu
  36. Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering
    AAAI 2024 ·
    Pengfei Zhu
    ,
    Qian Wang
    ,
    Yu Wang
    ,
    Jialu Li
    , Qinghua Hu
  37. Exploring Diverse Representations for Open Set Recognition
    AAAI 2024 ·
    Yu Wang
    ,
    Junxian Mu
    ,
    Pengfei Zhu
    , Qinghua Hu
  38. ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection
    CVPR 2024 ·
    Yichen Bai
    ,
    Zongbo Han
    ,
    Bing Cao
    ,
    Xiaoheng Jiang
    , Qinghua Hu,
    Changqing Zhang
  39. Out-Of-Distribution Detection with Diversification (Provably)
    NeurIPS 2024 ·
    Haiyun Yao
    ,
    Zongbo Han
    ,
    Huazhu Fu
    ,
    Xi Peng
    , Qinghua Hu,
    Changqing Zhang
  40. Persistence Homology Distillation for Semi-supervised Continual Learning
    NeurIPS 2024 ·
    Yan Fan
    ,
    Yu Wang
    ,
    Pengfei Zhu
    ,
    Dongyue Chen
    , Qinghua Hu
  41. Predictive Dynamic Fusion
    ICML 2024 ·
    Bing Cao
    ,
    Yinan Xia
    ,
    Yi Ding
    ,
    Changqing Zhang
    , Qinghua Hu
  42. Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration
    ICML 2024 ·
    Xinjie Yao
    ,
    Yu Wang
    ,
    Pengfei Zhu
    ,
    Wanyu Lin
    ,
    Jialu Li
    ,
    Weihao Li
    , Qinghua Hu
  43. Task-Customized Mixture of Adapters for General Image Fusion
    CVPR 2024 ·
    Pengfei Zhu
    ,
    Yang Sun
    ,
    Bing Cao
    , Qinghua Hu
  44. Test-Time Dynamic Image Fusion
    NeurIPS 2024 ·
    Bing Cao
    ,
    Yinan Xia
    ,
    Yi Ding
    ,
    Changqing Zhang
    , Qinghua Hu
  45. The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
    NeurIPS 2024 ·
    Qingyang Zhang
    ,
    Qiuxuan Feng
    ,
    Joey Tianyi Zhou
    ,
    Yatao Bian
    , Qinghua Hu,
    Changqing Zhang
  46. Visible and Clear: Finding Tiny Objects in Difference Map
    ECCV 2024 ·
    Bing Cao
    ,
    Haiyu Yao
    ,
    Pengfei Zhu
    , Qinghua Hu
  47. What Matters in Graph Class Incremental Learning? An Information Preservation Perspective
    NeurIPS 2024 ·
    Jialu Li
    ,
    Yu Wang
    ,
    Pengfei Zhu
    ,
    Wanyu Lin
    , Qinghua Hu