← Authors

Changsheng Xu

67 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (102) 🏠 Conference Loyalist (28) 🧬 Topic Evolution 🀝 Dynamic Duo (14) πŸ† Keyword Champion πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (16) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (272) πŸ”₯ Unstoppable (13) πŸ’Ž Century Club (64) ⚑ Prolific Year (15)

Conferences

CVPR (28) AAAI (14) ICCV (7) ICML (6) ECCV (4) NIPS (4) ICLR (2) IJCAI (1) WACV (1)

Top co-authors

Junyu Gao (14) Xiaoshan Yang (12) Tianzhu Zhang (9) Weiming Dong (9) Hantao Yao (6) Mengyuan Chen (6) Yaowei Wang (5) Feifei Zhang (5) Fan Tang (5) Chongyang Ma (5)

Research topics

Privacy (1) Application Areas (1)

Keywords

multimodal learning (5) visual tracking (5) representation learning (4) generative adversarial network (4) domain adaptation (4) action recognition (4) graph neural network (4) image generation (4) visual question answering (4) text-to-image synthesis (3) knowledge distillation (3) catastrophic forgetting (3) object tracking (3) diffusion model (3) continual learning (3) cross-modal learning (3) object detection (3) adversarial learning (3) few-shot learning (3) weakly supervised learning (3)

Papers

SoMe: A Realistic Benchmark for LLM-based Social Media Agents AAAI 2026
I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle AAAI 2026
Duplex Rewards Optimization for Test-Time Composed Image Retrieval AAAI 2026
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding ICLR 2025
Overcoming Dual Drift for Continual Long-Tailed Visual Question Answering ICCV 2025
NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments ICCV 2025
Evidential Knowledge Distillation ICCV 2025
When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025
Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning AAAI 2025
Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025
Customized Condition Controllable Generation for Video Soundtrack CVPR 2025
Graph Prompts: Adapting Video Graph for Video Question Answering IJCAI 2025
Pilot: Building the Federated Multimodal Instruction Tuning Framework AAAI 2025
Rethinking the Temperature for Federated Heterogeneous Distillation ICML 2025
Locality Preserving Markovian Transition for Instance Retrieval ICML 2025
Modality-Collaborative Test-Time Adaptation for Action Recognition CVPR 2024
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models NIPS 2024
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling NIPS 2024
TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024
Music Style Transfer with Time-Varying Inversion of Diffusion Models AAAI 2024
Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024
Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models ICML 2024
Libra: Building Decoupled Vision System on Large Language Models ICML 2024
Cluster-Aware Similarity Diffusion for Instance Retrieval ICML 2024
Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation ICML 2024
R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning ICLR 2024
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion ECCV 2024
SignGen: End-to-End Sign Language Video Generation with Latent Diffusion ECCV 2024
FedVAD: Enhancing Federated Video Anomaly Detection with GPT-Driven Semantic Distillation ECCV 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NIPS 2024
Inversion-Based Style Transfer With Diffusion Models CVPR 2023
Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples CVPR 2023
Visual-Language Prompt Tuning With Knowledge-Guided Context Optimization CVPR 2023
Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception CVPR 2023
Multi-modal Queried Object Detection in the Wild NIPS 2023
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis CVPR 2023
VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023
UTM: A Unified Multiple Object Tracking Model With Identity-Aware Feature Enhancement CVPR 2023
Cascade Evidential Learning for Open-World Weakly-Supervised Temporal Action Localization CVPR 2023
Variational Causal Inference Network for Explanatory Visual Question Answering ICCV 2023
Dynamic Scene Graph Generation via Anticipatory Pre-Training CVPR 2022
Fine-Grained Temporal Contrastive Learning for Weakly-Supervised Temporal Action Localization CVPR 2022
Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization ECCV 2022
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis CVPR 2022
Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning AAAI 2022
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022
Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities WACV 2022
StyTr2: Image Style Transfer With Transformers CVPR 2022
Fast Video Moment Retrieval ICCV 2021
Arbitrary Video Style Transfer via Multi-Channel Correlation AAAI 2021
Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval AAAI 2021
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning CVPR 2021
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization CVPR 2021
Active Universal Domain Adaptation ICCV 2021
Dynamic Refinement Network for Oriented and Densely Packed Object Detection CVPR 2020
Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks AAAI 2020
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs AAAI 2019
Graph Convolutional Tracking CVPR 2019
GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation CVPR 2019
Joint Pose and Expression Modeling for Facial Expression Recognition CVPR 2018
Multi-Task Correlation Particle Filter for Robust Object Tracking CVPR 2017
Structural Correlation Filter for Robust Visual Tracking CVPR 2016
Structural Sparse Tracking CVPR 2015
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing CVPR 2015
Partial Occlusion Handling for Visual Tracking via Robust Part Matching CVPR 2014
Low-Rank Sparse Coding for Image Classification ICCV 2013