PPaperPicks

Qingming Huang

University of Chinese Academy of Sciences, School of Computer Science and Technology, Beijing, China

61 papers at tracked venues · 58 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7542-296X ↗Google Scholar ↗Homepage ↗

Venues

ICML ×13AAAI ×11NeurIPS ×11ACM MM ×10CVPR ×7ACL ×3ICLR ×2EACL ×1ECCV ×1ICCV ×1ICDM ×1

Frequent coauthors

Qianqian Xu
×30
Zhiyong Yang
×16
Shuhui Wang
×14
Liang Li
×13
Shilong Bao
×10
Zitai Wang
×9
Li Su
×8
Yuankai Qi
×7
Peisong Wen
×6
Anton van den Hengel
×6
Junshu Sun
×6
Xiaochun Cao
×6

Papers

  1. DMGINE: Day-Memory Guided Nighttime Image Enhancement for Dynamic Traffic Scenes
    AAAI 2026 ·
    Ruizhou Liu
    ,
    Zhe Wu
    ,
    Zimo Liu
    ,
    Qingfang Zheng
    , Qingming Huang
  2. HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models
    AAAI 2026 ·
    Zhiguang Lu
    ,
    Qianqian Xu
    ,
    Peisong Wen
    ,
    Siran Dai
    , Qingming Huang
  3. Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation
    AAAI 2026 ·
    Difu Feng
    ,
    Qianqian Xu
    ,
    Zitai Wang
    ,
    Cong Hua
    ,
    Zhiyong Yang
    , Qingming Huang
  4. The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning
    EACL 2026 ·
    Mingkai Tian
    ,
    Guorong Li
    ,
    Yuankai Qi
    ,
    Anton van den Hengel
    , Qingming Huang
  5. TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning
    AAAI 2026 ·
    Qifeng Lei
    ,
    Zhiyong Yang
    ,
    Qianqian Xu
    ,
    Cong Hua
    ,
    Peisong Wen
    , Qingming Huang
  6. A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement
    ACM MM 2025 ·
    Gaozheng Pei
    ,
    Ke Ma
    ,
    Dongpeng Zhang
    ,
    Chengzhi Sun
    ,
    Qianqian Xu
    , Qingming Huang
  7. ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via α-β-Divergence
    ICML 2025 ·
    Guanghui Wang
    ,
    Zhiyong Yang
    ,
    Zitai Wang
    ,
    Shi Wang
    ,
    Qianqian Xu
    , Qingming Huang
  8. Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification
    AAAI 2025 ·
    Zhiguang Lu
    ,
    Qianqian Xu
    ,
    Shilong Bao
    ,
    Zhiyong Yang
    , Qingming Huang
  9. Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs
    ICML 2025 ·
    Haoming Yang
    ,
    Ke Ma
    ,
    Xiaojun Jia
    ,
    Yingfei Sun
    ,
    Qianqian Xu
    , Qingming Huang
  10. Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning
    ACL 2025 ·
    Yi Li
    ,
    Yunbin Tu
    ,
    Liang Li
    ,
    Li Su
    , Qingming Huang
  11. Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain
    ICML 2025 ·
    Gaozheng Pei
    ,
    Ke Ma
    ,
    Yingfei Sun
    ,
    Qianqian Xu
    , Qingming Huang
  12. Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models
    AAAI 2025 ·
    Guanqi Ding
    ,
    Chengyu Yang
    ,
    Shuhui Wang
    ,
    Xincheng Li
    ,
    Jinzhe Zhang
    ,
    Xin Jin
    , Qingming Huang
  13. Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification
    CVPR 2025 ·
    Gaozheng Pei
    ,
    Shaojie Lyu
    ,
    Gong Chen
    ,
    Ke Ma
    ,
    Qianqian Xu
    ,
    Yingfei Sun
    , Qingming Huang
  14. EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
    CVPR 2025 ·
    Gaoxiang Cong
    ,
    Jiadong Pan
    ,
    Liang Li
    ,
    Yuankai Qi
    ,
    Yuxin Peng
    ,
    Anton van den Hengel
    ,
    Jian Yang
    , Qingming Huang
  15. Enhancing Pre-trained Representation Classifiability can Boost its Interpretability
    ICLR 2025 ·
    Shufan Shen
    ,
    Zhaobo Qi
    ,
    Junshu Sun
    , Qingming Huang,
    Qi Tian
    ,
    Shuhui Wang
  16. Exploring Structural Degradation in Dense Representations for Self-supervised Learning
    NeurIPS 2025 ·
    Siran Dai
    ,
    Qianqian Xu
    ,
    Peisong Wen
    ,
    Yang Liu
    , Qingming Huang
  17. FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing
    ACM MM 2025 ·
    Gaoxiang Cong
    ,
    Liang Li
    ,
    Jiadong Pan
    ,
    Zhedong Zhang
    ,
    Amin Beheshti
    ,
    Anton van den Hengel
    ,
    Yuankai Qi
    , Qingming Huang
  18. Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification
    ICML 2025 ·
    Sicong Li
    ,
    Qianqian Xu
    ,
    Zhiyong Yang
    ,
    Zitai Wang
    ,
    Linchao Zhang
    ,
    Xiaochun Cao
    , Qingming Huang
  19. Generalizing Single-Frame Supervision to Event-Level Understanding for Video Anomaly Detection
    NeurIPS 2025 ·
    Junxi Chen
    ,
    Liang Li
    ,
    Yunbin Tu
    ,
    Li Su
    ,
    Zhe Xue
    , Qingming Huang
  20. Hybrid Generative Fusion for Efficient and Privacy-Preserving Face Recognition Dataset Generation
    ICCV 2025 ·
    Feiran Li
    ,
    Qianqian Xu
    ,
    Shilong Bao
    ,
    Boyu Han
    ,
    Zhiyong Yang
    , Qingming Huang
  21. Image-to-video Adaptation with Outlier Modeling and Robust Self-learning
    AAAI 2025 ·
    Junbao Zhuo
    ,
    Shuhui Wang
    ,
    Zhenghan Chen
    ,
    Li Shen
    , Qingming Huang,
    Huimin Ma
  22. LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders
    NeurIPS 2025 ·
    Boyu Han
    ,
    Qianqian Xu
    ,
    Shilong Bao
    ,
    Zhiyong Yang
    ,
    Kangli Zi
    , Qingming Huang
  23. MGVC: MLLM-Guided Video Captioning for the IntentVC Challenge
    ACM MM 2025 ·
    Zhipeng Yu
    ,
    Qianqian Xu
    ,
    Yangbangyan Jiang
    ,
    Pinci Yang
    , Qingming Huang
  24. MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger Bridges
    ICML 2025 ·
    Shixi Qin
    ,
    Zhiyong Yang
    ,
    Shilong Bao
    ,
    Shi Wang
    ,
    Qianqian Xu
    , Qingming Huang
  25. One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
    ICML 2025 ·
    Feiran Li
    ,
    Qianqian Xu
    ,
    Shilong Bao
    ,
    Zhiyong Yang
    ,
    Xiaochun Cao
    , Qingming Huang
  26. OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning
    ICML 2025 ·
    Cong Hua
    ,
    Qianqian Xu
    ,
    Zhiyong Yang
    ,
    Zitai Wang
    ,
    Shilong Bao
    , Qingming Huang
  27. Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning
    AAAI 2025 ·
    Yunbin Tu
    ,
    Liang Li
    ,
    Li Su
    , Qingming Huang
  28. Relieving the Over-Aggregating Effect in Graph Transformers
    NeurIPS 2025 ·
    Junshu Sun
    ,
    Wanxing Chang
    ,
    Chenxue Yang
    , Qingming Huang,
    Shuhui Wang
  29. SDVPT: Semantic-Driven Visual Prompt Tuning for Open-world Object Counting
    ACM MM 2025 ·
    Yiming Zhao
    ,
    Guorong Li
    ,
    Laiyun Qing
    ,
    Amin Beheshti
    ,
    Jian Yang
    ,
    Quan Z. Sheng
    ,
    Yuankai Qi
    , Qingming Huang
  30. SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM
    AAAI 2025 ·
    Xingyu Lyu
    ,
    Qianqian Xu
    ,
    Zhiyong Yang
    ,
    Shaojie Lyu
    , Qingming Huang
  31. SVDLoRA: Data-Driven Low-Rank Adaptation via Spectral Decomposition
    ICDM 2025 ·
    Fanglue Zhang
    ,
    Shufan Shen
    ,
    Chao Bi
    ,
    Li Su
    , Qingming Huang,
    Shuhui Wang
  32. SafeCFG: Controlling Harmful Features with Dynamic Safe Guidance for Safe Generation
    ACM MM 2025 ·
    Jiadong Pan
    ,
    Liang Li
    ,
    Hongcheng Gao
    ,
    Zheng-Jun Zha
    , Qingming Huang,
    Jiebo Luo
  33. Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering
    CVPR 2025 ·
    Zhen Yang
    ,
    Zhuo Tao
    ,
    Qi Chen
    ,
    Liang Li
    ,
    Yuankai Qi
    ,
    Anton van den Hengel
    , Qingming Huang
  34. VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set
    NeurIPS 2025 ·
    Shufan Shen
    ,
    Junshu Sun
    , Qingming Huang,
    Shuhui Wang
  35. Video Language Model Pretraining with Spatio-temporal Masking
    CVPR 2025 ·
    Yue Wu
    ,
    Zhaobo Qi
    ,
    Junshu Sun
    ,
    Yaowei Wang
    , Qingming Huang,
    Shuhui Wang
  36. When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning
    CVPR 2025 ·
    Yang Liu
    ,
    Qianqian Xu
    ,
    Peisong Wen
    ,
    Siran Dai
    , Qingming Huang
  37. ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection
    AAAI 2024 ·
    Junwei He
    ,
    Qianqian Xu
    ,
    Yangbangyan Jiang
    ,
    Zitai Wang
    , Qingming Huang
  38. AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
    NeurIPS 2024 ·
    Boyu Han
    ,
    Qianqian Xu
    ,
    Zhiyong Yang
    ,
    Shilong Bao
    ,
    Peisong Wen
    ,
    Yangbangyan Jiang
    , Qingming Huang
  39. Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video
    AAAI 2024 ·
    Zhaobo Qi
    ,
    Yibo Yuan
    ,
    Xiaowen Ruan
    ,
    Shuhui Wang
    ,
    Weigang Zhang
    , Qingming Huang
  40. Context-aware Difference Distilling for Multi-change Captioning
    ACL 2024 ·
    Yunbin Tu
    ,
    Liang Li
    ,
    Li Su
    ,
    Zheng-Jun Zha
    ,
    Chenggang Yan
    , Qingming Huang
  41. Data-free Neural Representation Compression with Riemannian Neural Dynamics
    ICML 2024 ·
    Zhengqi Pei
    ,
    Anran Zhang
    ,
    Shuhui Wang
    ,
    Xiangyang Ji
    , Qingming Huang
  42. Distractors-Immune Representation Learning with Cross-Modal Contrastive Regularization for Change Captioning
    ECCV 2024 ·
    Yunbin Tu
    ,
    Liang Li
    ,
    Li Su
    ,
    Chenggang Yan
    , Qingming Huang
  43. ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection
    ICML 2024 ·
    Hongyu Liu
    ,
    Runmin Cong
    ,
    Hua Li
    ,
    Qianqian Xu
    , Qingming Huang,
    Wei Zhang
  44. Expanding Sparse Tuning for Low Memory Usage
    NeurIPS 2024 ·
    Shufan Shen
    ,
    Junshu Sun
    ,
    Xiangyang Ji
    , Qingming Huang,
    Shuhui Wang
  45. HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection
    ACM MM 2024 ·
    Junwei He
    ,
    Qianqian Xu
    ,
    Yangbangyan Jiang
    ,
    Zitai Wang
    ,
    Yuchen Sun
    , Qingming Huang
  46. Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition
    ICML 2024 ·
    Zhiyong Yang
    ,
    Qianqian Xu
    ,
    Zitai Wang
    ,
    Sicong Li
    ,
    Boyu Han
    ,
    Shilong Bao
    ,
    Xiaochun Cao
    , Qingming Huang
  47. Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning
    NeurIPS 2024 ·
    Jiadong Pan
    ,
    Hongcheng Gao
    ,
    Zongyu Wu
    ,
    Taihang Hu
    ,
    Li Su
    , Qingming Huang,
    Liang Li
  48. Modeling Language Tokens as Functionals of Semantic Fields
    ICML 2024 ·
    Zhengqi Pei
    ,
    Anran Zhang
    ,
    Shuhui Wang
    , Qingming Huang
  49. MovingColor: Seamless Fusion of Fine-grained Video Color Enhancement
    ACM MM 2024 ·
    Yi Dong
    ,
    Yuxi Wang
    ,
    Zheng Fang
    ,
    Wenqi Ouyang
    ,
    Xianhui Lin
    ,
    Zhiqi Shen
    ,
    Peiran Ren
    ,
    Xuansong Xie
    , Qingming Huang
  50. Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
    NeurIPS 2024 ·
    Benyuan Meng
    ,
    Qianqian Xu
    ,
    Zitai Wang
    ,
    Xiaochun Cao
    , Qingming Huang
  51. Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval
    ACM MM 2024 ·
    Yang Liu
    ,
    Qianqian Xu
    ,
    Peisong Wen
    ,
    Siran Dai
    , Qingming Huang
  52. Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection
    CVPR 2024 ·
    Junxi Chen
    ,
    Liang Li
    ,
    Li Su
    ,
    Zheng-Jun Zha
    , Qingming Huang
  53. R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation
    ICLR 2024 ·
    Jiayu Xiao
    ,
    Henglei Lv
    ,
    Liang Li
    ,
    Shuhui Wang
    , Qingming Huang
  54. ReconBoost: Boosting Can Achieve Modality Reconcilement
    ICML 2024 ·
    Cong Hua
    ,
    Qianqian Xu
    ,
    Shilong Bao
    ,
    Zhiyong Yang
    , Qingming Huang
  55. Regularized Contrastive Partial Multi-view Outlier Detection
    ACM MM 2024 ·
    Yijia Wang
    ,
    Qianqian Xu
    ,
    Yangbangyan Jiang
    ,
    Siran Dai
    , Qingming Huang
  56. Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
    ICML 2024 ·
    Feiran Li
    ,
    Qianqian Xu
    ,
    Shilong Bao
    ,
    Zhiyong Yang
    ,
    Runmin Cong
    ,
    Xiaochun Cao
    , Qingming Huang
  57. StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
    ACL 2024 ·
    Gaoxiang Cong
    ,
    Yuankai Qi
    ,
    Liang Li
    ,
    Amin Beheshti
    ,
    Zhedong Zhang
    ,
    Anton van den Hengel
    ,
    Ming-Hsuan Yang
    ,
    Chenggang Yan
    , Qingming Huang
  58. Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques
    NeurIPS 2024 ·
    Benyuan Meng
    ,
    Qianqian Xu
    ,
    Zitai Wang
    ,
    Zhiyong Yang
    ,
    Xiaochun Cao
    , Qingming Huang
  59. Towards Dynamic Message Passing on Graphs
    NeurIPS 2024 ·
    Junshu Sun
    ,
    Chenxue Yang
    ,
    Xiangyang Ji
    , Qingming Huang,
    Shuhui Wang
  60. Unsupervised Image-to-Video Adaptation via Category-aware Flow Memory Bank and Realistic Video Generation
    ACM MM 2024 ·
    Kenan Huang
    ,
    Junbao Zhuo
    ,
    Shuhui Wang
    ,
    Chi Su
    , Qingming Huang,
    Huimin Ma
  61. Weakly Supervised Video Individual Counting
    CVPR 2024 ·
    Xinyan Liu
    ,
    Guorong Li
    ,
    Yuankai Qi
    ,
    Ziheng Yan
    ,
    Zhenjun Han
    ,
    Anton van den Hengel
    ,
    Ming-Hsuan Yang
    , Qingming Huang