Changqing Zhang

43 papers · 2015–2026 · 9 conferences · across top CS/AI conferences

Achievements

+14 more ↓

🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🏃 Academic Marathon (10)

🏃 Academic Marathon (10) 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) 🌱 Topic Pioneer 🤝 Dynamic Duo (21) 🔬 Deep Specialist (11) 👑 Triple Crown 🏆 Grand Slam 🏆 Keyword Champion ⚡ Prolific Year (7) 🔥 Unstoppable (11) 🗃️ Keyword Collector (191) 📈 Trend Setter 💎 Century Club (41)

Conferences

CVPR (11) NIPS (8) AAAI (6) IJCAI (6) ICML (4) ICCV (3) ICLR (3) ACL (1) ECCV (1)

Top co-authors

Qinghua Hu (21) Huazhu Fu (14) Zongbo Han (11) Joey Tianyi Zhou (8) Xi Peng (8) Pengfei Zhu (7) Huan Ma (6) Bingzhe Wu (4) Yatao Bian (4) Peilin Zhao (4)

Keywords

uncertainty estimation (7) uncertainty quantification (6) representation learning (6) subspace clustering (5) multi-view learning (5) latent representation (4) multi-view clustering (4) out-of-distribution detection (3) feature learning (3) domain generalization (3) unsupervised learning (3) metric learning (2) hilbert-schmidt independence criterion (2) ood generalization (2) model robustness (2) epistemic uncertainty (2) test-time adaptation (2) domain adaptation (2) few-shot learning (2) dimensionality reduction (2)

Papers

MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains AAAI 2026 Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation ACL 2026 Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 COME: Test-time Adaption by Conservatively Minimizing Entropy ICLR 2025 Exploring Task-Level Optimal Prompts for Visual In-Context Learning AAAI 2025 Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025 Interactive Deep Clustering via Value Mining NIPS 2024 The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection NIPS 2024 Predictive Dynamic Fusion ICML 2024 Test-time Adaptation against Multi-modal Reliability Bias ICLR 2024 ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection CVPR 2024 Test-Time Dynamic Image Fusion NIPS 2024 Out-Of-Distribution Detection with Diversification (Provably) NIPS 2024 Safe Multi-View Deep Classification AAAI 2023 Fairness-guided Few-shot Prompting for Large Language Models NIPS 2023 Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification CVPR 2023 Graph Matching with Bi-level Noisy Correspondence ICCV 2023 Calibrating Multimodal Learning ICML 2023 dugMatting: Decomposed-Uncertainty-Guided Matting ICML 2023 Provable Dynamic Fusion for Low-Quality Multimodal Data ICML 2023 Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification CVPR 2022 UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022 Trustworthy Long-Tailed Classification CVPR 2022 Multi-View Information-Bottleneck Representation Learning AAAI 2021 Trusted Multi-View Classification ICLR 2021 Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NIPS 2021 Uncertainty-Aware Multi-View Representation Learning AAAI 2021 SPL-MLL: Selecting Predictable Landmarks for Multi-Label Learning ECCV 2020 Attributed Subspace Clustering IJCAI 2019 Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally CVPR 2019 AE2-Nets: Autoencoder in Autoencoder Networks CVPR 2019 Multi-view Spectral Clustering Network IJCAI 2019 Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ICCV 2019 Flexible Multi-View Representation Learning for Subspace Clustering IJCAI 2019 CPM-Nets: Cross Partial Multi-View Networks NIPS 2019 FISH-MML: Fisher-HSIC Multi-View Metric Learning IJCAI 2018 Towards Generalized and Efficient Metric Learning on Riemannian Manifold IJCAI 2018 Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning IJCAI 2018 Exclusivity-Consistency Regularized Multi-View Subspace Clustering CVPR 2017 Latent Multi-View Subspace Clustering CVPR 2017 SketchNet: Sketch Classification With Web Images CVPR 2016 Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015 Diversity-Induced Multi-View Subspace Clustering CVPR 2015