← Authors

Changqing Zhang

42 papers · 2015–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) 🌱 Topic Pioneer 🀝 Dynamic Duo (21) πŸ”¬ Deep Specialist (11) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ† Keyword Champion ⚑ Prolific Year (7) πŸ”₯ Unstoppable (11) πŸ—ƒοΈ Keyword Collector (191) πŸ“ˆ Trend Setter πŸ’Ž Century Club (41)

Conferences

CVPR (11) NIPS (8) AAAI (6) IJCAI (6) ICML (4) ICCV (3) ICLR (3) 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 (5) Bingzhe Wu (4) Yatao Bian (4) Peilin Zhao (4)

Keywords

uncertainty estimation (7) representation learning (6) subspace clustering (5) uncertainty quantification (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
Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025
COME: Test-time Adaption by Conservatively Minimizing Entropy ICLR 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
Exploring Task-Level Optimal Prompts for Visual In-Context Learning AAAI 2025
Out-Of-Distribution Detection with Diversification (Provably) NIPS 2024
Interactive Deep Clustering via Value Mining NIPS 2024
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection NIPS 2024
Test-time Adaptation against Multi-modal Reliability Bias ICLR 2024
Predictive Dynamic Fusion ICML 2024
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection CVPR 2024
Test-Time Dynamic Image Fusion 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
Trustworthy Long-Tailed Classification CVPR 2022
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification CVPR 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022
Uncertainty-Aware Multi-View Representation Learning AAAI 2021
Trusted Multi-View Classification ICLR 2021
Multi-View Information-Bottleneck Representation Learning AAAI 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NIPS 2021
SPL-MLL: Selecting Predictable Landmarks for Multi-Label Learning ECCV 2020
Multi-view Spectral Clustering Network IJCAI 2019
AE2-Nets: Autoencoder in Autoencoder Networks CVPR 2019
CPM-Nets: Cross Partial Multi-View Networks NIPS 2019
Flexible Multi-View Representation Learning for Subspace Clustering IJCAI 2019
Attributed Subspace Clustering IJCAI 2019
Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ICCV 2019
Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally CVPR 2019
Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning IJCAI 2018
FISH-MML: Fisher-HSIC Multi-View Metric Learning IJCAI 2018
Towards Generalized and Efficient Metric Learning on Riemannian Manifold 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
Diversity-Induced Multi-View Subspace Clustering CVPR 2015
Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015