Qingming Huang

The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning EACL 2026 TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning AAAI 2026 Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation AAAI 2026 HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models AAAI 2026 DMGINE: Day-Memory Guided Nighttime Image Enhancement for Dynamic Traffic Scenes AAAI 2026 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 Image-to-video Adaptation with Outlier Modeling and Robust Self-learning AAAI 2025 Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning ACL 2025 Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models AAAI 2025 Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025 Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification AAAI 2025 SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM AAAI 2025 Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering CVPR 2025 EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing CVPR 2025 When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025 Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs ICML 2025 ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $α$-$β$-Divergence ICML 2025 MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger Bridges ICML 2025 Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification ICML 2025 Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain ICML 2025 One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework ICML 2025 OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning ICML 2025 Enhancing Pre-trained Representation Classifiability can Boost its Interpretability ICLR 2025 Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025 R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation ICLR 2024 Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection CVPR 2024 Weakly Supervised Video Individual Counting CVPR 2024 Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NIPS 2024 Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features NIPS 2024 Expanding Sparse Tuning for Low Memory Usage NIPS 2024 Towards Dynamic Message Passing on Graphs NIPS 2024 Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning NIPS 2024 AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation NIPS 2024 Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition ICML 2024 Data-free Neural Representation Compression with Riemannian Neural Dynamics ICML 2024 Modeling Language Tokens as Functionals of Semantic Fields ICML 2024 Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video AAAI 2024 ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection AAAI 2024 Context-aware Difference Distilling for Multi-change Captioning ACL 2024 StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing ACL 2024 ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection ICML 2024 Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection ICML 2024 ReconBoost: Boosting Can Achieve Modality Reconcilement ICML 2024 Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning ECCV 2024 DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework NIPS 2023 All in a Row: Compressed Convolution Networks for Graphs ICML 2023 Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023 Learning To Dub Movies via Hierarchical Prosody Models CVPR 2023 Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection CVPR 2023 Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµ AAAI 2023 Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization ICCV 2023 Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild ICCV 2023 A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning NIPS 2023 Self-supervised Cross-view Representation Reconstruction for Change Captioning ICCV 2023 Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning NIPS 2023 Geometry Interaction Knowledge Graph Embeddings AAAI 2022 The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm NIPS 2022 OpenAUC: Towards AUC-Oriented Open-Set Recognition NIPS 2022 Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability NIPS 2022 Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm NIPS 2022 OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NIPS 2022 ER: Equivariance Regularizer for Knowledge Graph Completion AAAI 2022 Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022 Automatic Relation-Aware Graph Network Proliferation CVPR 2022 Hierarchical Modular Network for Video Captioning CVPR 2022 Dist-PU: Positive-Unlabeled Learning From a Label Distribution Perspective CVPR 2022 Attribute Group Editing for Reliable Few-Shot Image Generation CVPR 2022 Learning Linguistic Association towards Efficient Text-Video Retrieval ECCV 2022 Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation EMNLP 2022 AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems ICML 2022 Quaternion Ordinal Embedding IJCAI 2022 A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing IJCAI 2022 Greedy Gradient Ensemble for Robust Visual Question Answering ICCV 2021 Dual Quaternion Knowledge Graph Embeddings AAAI 2021 Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association CVPR 2021 What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models AAAI 2021 Deep Partial Rank Aggregation for Personalized Attributes AAAI 2021 When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking NIPS 2021 When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC ICML 2021 Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021 Exploiting Sample Correlation for Crowd Counting With Multi-Expert Network ICCV 2021 Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021 Towards Discriminability and Diversity: Batch Nuclear-Norm Maximization Under Label Insufficient Situations CVPR 2020 Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification CVPR 2020 State-Relabeling Adversarial Active Learning CVPR 2020 Heuristic Domain Adaptation NIPS 2020 Gradually Vanishing Bridge for Adversarial Domain Adaptation CVPR 2020 Weakly-Supervised Crowd Counting Learns from Sorting rather than Locations ECCV 2020 Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020 Global Context-Aware Progressive Aggregation Network for Salient Object Detection AAAI 2020 Label Decoupling Framework for Salient Object Detection CVPR 2020 Release the Power of Online-Training for Robust Visual Tracking AAAI 2020 F³Net: Fusion, Feedback and Focus for Salient Object Detection AAAI 2020 Corner Proposal Network for Anchor-free, Two-stage Object Detection ECCV 2020 A Structured Latent Variable Recurrent Network With Stochastic Attention For Generating Weibo Comments IJCAI 2020 Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision ECCV 2020 Reverse Perspective Network for Perspective-Aware Object Counting CVPR 2020 DM2C: Deep Mixed-Modal Clustering NIPS 2019 Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019 Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding ICCV 2019 CenterNet: Keypoint Triplets for Object Detection ICCV 2019 Stacked Cross Refinement Network for Edge-Aware Salient Object Detection ICCV 2019 Deep Robust Subjective Visual Property Prediction in Crowdsourcing CVPR 2019 Cascaded Partial Decoder for Fast and Accurate Salient Object Detection CVPR 2019 Spatiotemporal CNN for Video Object Segmentation CVPR 2019 Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization CVPR 2019 Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NIPS 2019 Learning Attribute-Specific Representations for Visual Tracking AAAI 2019 iSplit LBI: Individualized Partial Ranking with Ties via Split LBI NIPS 2019 Less is More: Picking Informative Frames for Video Captioning ECCV 2018 Affective Image Content Analysis: A Comprehensive Survey IJCAI 2018 The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking ECCV 2018 Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition IJCAI 2017 Online Asymmetric Similarity Learning for Cross-Modal Retrieval CVPR 2017 A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning CVPR 2017 Multimodal Gaussian Process Latent Variable Models With Harmonization ICCV 2017 Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval IJCAI 2017 Hedged Deep Tracking CVPR 2016 Adaptive Sharing for Image Classification IJCAI 2015 Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis ICCV 2015 Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization CVPR 2013 Semantically-Based Human Scanpath Estimation with HMMs ICCV 2013