← Authors

Zheng-Jun Zha

150 papers · 2011–2026 · 12 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (14) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (12) πŸ—ΊοΈ Taxonomy Completionist (13) 🏠 Conference Loyalist (22) πŸ† Grand Slam πŸ”¬ Deep Specialist (28) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🀝 Dynamic Duo (40) πŸ‘‘ Triple Crown ⚑ Prolific Year (15) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (149) πŸ—ƒοΈ Keyword Collector (594)

Conferences

CVPR (54) ICCV (25) AAAI (23) IJCAI (16) NIPS (11) ICML (7) ECCV (6) ACL (2) EMNLP (2) ICLR (2) ACML (1) CONLL (1)

Top co-authors

Xueyang Fu (40) Yang Cao (28) Wei Zhai (20) Liang Li (18) Jiawei Liu (16) Kecheng Zheng (14) Jiebo Luo (12) Feng Wu (12) Ruili Feng (11) Qingming Huang (11)

Research topics

Core AI (1) Optimization & Theory (1)

Keywords

convolutional neural network (20) image restoration (20) person re-identification (12) representation learning (12) domain adaptation (11) knowledge distillation (9) event camera (9) image generation (7) feature learning (7) video understanding (7) semantic segmentation (7) feature representation (6) contrastive learning (6) state space model (6) neural network (6) attention mechanism (6) generative adversarial network (6) feature extraction (6) graph neural network (6) unsupervised learning (5)

Papers

E-MaT:Event-oriented Mamba for Egocentric Point Tracking AAAI 2026
Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025
DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy AAAI 2025
HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection AAAI 2025
A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization AAAI 2025
SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025
MATE: Motion-Augmented Temporal Consistency for Event-based Point Tracking ICCV 2025
HERO: Human Reaction Generation from Videos ICCV 2025
EVDM: Event-based Real-world Video Deblurring with Mamba ICCV 2025
Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion ICCV 2025
Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning CVPR 2025
UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts CVPR 2025
GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding CVPR 2025
QMambaBSR: Burst Image Super-Resolution with Query State Space Model CVPR 2025
Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation CVPR 2025
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat CVPR 2025
MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling CVPR 2025
Optimizing Large Language Model Training Using FP4 Quantization ICML 2025
Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning CVPR 2025
Learnable Frequency Decomposition for Image Forgery Detection and Localization IJCAI 2025
BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View IJCAI 2025
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration IJCAI 2025
Improved Video VAE for Latent Video Diffusion Model CVPR 2025
Enhanced Pansharpening via Quaternion Spatial-Spectral Interactions ICCV 2025
Towards Realistic Data Generation for Real-World Super-Resolution ICLR 2025
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining ICML 2025
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation AAAI 2025
EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction AAAI 2025
Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection CVPR 2024
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NIPS 2024
Natural Language-centered Inference Network for Multi-modal Fake News Detection IJCAI 2024
CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models ICML 2024
DreamClean: Restoring Clean Image Using Deep Diffusion Prior ICLR 2024
Revisiting Single Image Reflection Removal In the Wild CVPR 2024
HomoFormer: Homogenized Transformer for Image Shadow Removal CVPR 2024
Neuromorphic Event Signal-Driven Network for Video De-raining AAAI 2024
Learning Discriminative Noise Guidance for Image Forgery Detection and Localization AAAI 2024
Context-aware Difference Distilling for Multi-change Captioning ACL 2024
Motion Aware Event Representation-driven Image Deblurring ECCV 2024
Event-Adapted Video Super-Resolution ECCV 2024
Noise-assisted Prompt Learning for Image Forgery Detection and Localization ECCV 2024
LEMON: Learning 3D Human-Object Interaction Relation from 2D Images CVPR 2024
EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views NIPS 2024
Adaptive Frequency Filters As Efficient Global Token Mixers ICCV 2023
Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning ICCV 2023
Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-Trained Vision-Language Models ICCV 2023
Self-supervised Cross-view Representation Reconstruction for Change Captioning ICCV 2023
Edge-Aware Regional Message Passing Controller for Image Forgery Localization CVPR 2023
Decoupling-and-Aggregating for Image Exposure Correction CVPR 2023
Random Shuffle Transformer for Image Restoration ICML 2023
DreamWaltz: Make a Scene with Complex 3D Animatable Avatars NIPS 2023
Streaming Video Model CVPR 2023
Event-Guided Person Re-Identification via Sparse-Dense Complementary Learning CVPR 2023
Generalized UAV Object Detection via Frequency Domain Disentanglement CVPR 2023
Learning To Dub Movies via Hierarchical Prosody Models CVPR 2023
Neural Dependencies Emerging From Learning Massive Categories CVPR 2023
Exploring Tuning Characteristics of Ventral Stream’s Neurons for Few-Shot Image Classification AAAI 2023
Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation ICCV 2023
Grounding 3D Object Affordance from 2D Interactions in Images ICCV 2023
Spatial-Aware Token for Weakly Supervised Object Localization ICCV 2023
Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization ICCV 2023
JPEG Artifacts Removal via Contrastive Representation Learning ECCV 2022
Stochastic Window Transformer for Image Restoration NIPS 2022
Exploring Figure-Ground Assignment Mechanism in Perceptual Organization NIPS 2022
Rank Diminishing in Deep Neural Networks NIPS 2022
ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation AAAI 2022
Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification AAAI 2022
Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification AAAI 2022
Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency AAAI 2022
Efficient Model-Driven Network for Shadow Removal AAAI 2022
Weakly Supervised High-Fidelity Clothing Model Generation CVPR 2022
Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning CVPR 2022
Automatic Relation-Aware Graph Network Proliferation CVPR 2022
Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading CVPR 2022
Bijective Mapping Network for Shadow Removal CVPR 2022
Degradation-Agnostic Correspondence From Resolution-Asymmetric Stereo CVPR 2022
EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching CVPR 2022
Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification CVPR 2022
S2N: Suppression-Strengthen Network for Event-Based Recognition under Variant Illuminations ECCV 2022
Principled Knowledge Extrapolation with GANs ICML 2022
Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network IJCAI 2022
Exploring Fourier Prior for Single Image Rain Removal IJCAI 2022
Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning CVPR 2021
Structured Multi-Level Interaction Network for Video Moment Localization via Language Query CVPR 2021
Image De-Raining via Continual Learning CVPR 2021
Low-Rank Subspaces in GANs NIPS 2021
Improving De-Raining Generalization via Neural Reorganization ICCV 2021
Learning Dual Priors for JPEG Compression Artifacts Removal ICCV 2021
Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment ICCV 2021
Attack-Guided Perceptual Data Generation for Real-World Re-Identification ICCV 2021
Self-Supervised Visual Representations Learning by Contrastive Mask Prediction ICCV 2021
Cross-Patch Graph Convolutional Network for Image Denoising ICCV 2021
Training Spiking Neural Networks with Accumulated Spiking Flow AAAI 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021
Rain Streak Removal via Dual Graph Convolutional Network AAAI 2021
Uncertainty Principles of Encoding GANs ICML 2021
Understanding Noise Injection in GANs ICML 2021
Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos CVPR 2021
Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021
Light Field Super-Resolution With Zero-Shot Learning CVPR 2021
Multi-Scale Group Transformer for Long Sequence Modeling in Speech Separation IJCAI 2020
Hierarchical Granularity Transfer Learning NIPS 2020
Deep Structure-Revealed Network for Texture Recognition CVPR 2020
Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification CVPR 2020
Learning Semantic-aware Normalization for Generative Adversarial Networks NIPS 2020
CircleNet for Hip Landmark Detection AAAI 2020
Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization AAAI 2020
Posterior-Guided Neural Architecture Search AAAI 2020
State-Relabeling Adversarial Active Learning CVPR 2020
JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks IJCAI 2020
Object Relational Graph With Teacher-Recommended Learning for Video Captioning CVPR 2020
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020
Learning to Discretely Compose Reasoning Module Networks for Video Captioning IJCAI 2020
Multi-Scale Spatial-Temporal Integration Convolutional Tube for Human Action Recognition IJCAI 2020
ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection CVPR 2020
Deep Degradation Prior for Low-Quality Image Classification CVPR 2020
Real-World Person Re-Identification via Degradation Invariance Learning CVPR 2020
Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning CVPR 2020
Iterative Context-Aware Graph Inference for Visual Dialog CVPR 2020
Spatiotemporal Fusion in 3D CNNs: A Probabilistic View CVPR 2020
Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos IJCAI 2020
Structure-Aware Residual Pyramid Network for Monocular Depth Estimation IJCAI 2019
Mutually Reinforced Spatio-Temporal Convolutional Tube for Human Action Recognition IJCAI 2019
Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation IJCAI 2019
One-Shot Texture Retrieval with Global Context Metric IJCAI 2019
Adaptive Transfer Network for Cross-Domain Person Re-Identification CVPR 2019
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-Grained Image Recognition CVPR 2019
Context-Reinforced Semantic Segmentation CVPR 2019
Camera Lens Super-Resolution CVPR 2019
Abstract Reasoning with Distracting Features NIPS 2019
A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019
Robust Deep Co-Saliency Detection with Group Semantic AAAI 2019
Exploring the Task Cooperation in Multi-goal Visual Navigation IJCAI 2019
Learning to Assemble Neural Module Tree Networks for Visual Grounding ICCV 2019
Learning Deep Bilinear Transformation for Fine-grained Image Representation NIPS 2019
JPEG Artifacts Reduction via Deep Convolutional Sparse Coding ICCV 2019
Making History Matter: History-Advantage Sequence Training for Visual Dialog ICCV 2019
Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding ICCV 2019
Deep Multiple-Attribute-Perceived Network for Real-World Texture Recognition ICCV 2019
CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning ACML 2018
MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition CVPR 2018
Towards Human-Level License Plate Recognition ECCV 2018
Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016
Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews EMNLP 2012
Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews CONLL 2012
Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews ACL 2011
Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews EMNLP 2011