Changsheng Xu

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