SHIMING XIANG

Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models AAAI 2026 CC-VQA: Conflict- and Correlation-Aware Method for Mitigating Knowledge Conflict in Knowledge-Based Visual Question Answering CVPR 2026 IF-Bench: Benchmarking and Enhancing MLLMs for Infrared Images with Generative Visual Prompting CVPR 2026 LookFlow: Training-Free and Efficient High-Resolution Image Synthesis via Dynamic Lookahead Guidance Flow AAAI 2026 MeteorPred: A Meteorological Multimodal Large Model and Dataset for Severe Weather Event Prediction CVPR 2026 R-4B: Incentivizing General-Purpose Auto-Thinking in MLLMs via Bi-Mode Annealing and Reinforce Learning CVPR 2026 Faster and Better LLMs via Latency-Aware Test-Time Scaling EMNLP 2025 Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger ICML 2025 UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation ICLR 2025 AddressCLIP: Empowering Vision-Language Models for City-wide Image Address Localization ECCV 2024 Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation CVPR 2024 Defying Imbalanced Forgetting in Class Incremental Learning AAAI 2024 Dual Critic Reinforcement Learning under Partial Observability NeurIPS 2024 Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024 Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024 Bilateral Memory Consolidation for Continual Learning CVPR 2023 Domain Decorrelation with Potential Energy Ranking AAAI 2023 Robust Feature Rectification of Pretrained Vision Models for Object Recognition AAAI 2023 AME: Attention and Memory Enhancement in Hyper-Parameter Optimization CVPR 2022 Expanding Language-Image Pretrained Models for General Video Recognition ECCV 2022 Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation AAAI 2022 Few-Shot Learning via Feature Hallucination With Variational Inference WACV 2021 Knowledge Mining and Transferring for Domain Adaptive Object Detection ICCV 2021 AugFPN: Improving Multi-Scale Feature Learning for Object Detection CVPR 2020 Decoupled Representation Learning for Skeleton-Based Gesture Recognition CVPR 2020 Learning Where to Focus for Efficient Video Object Detection ECCV 2020 PackDet: Packed Long-Head Object Detector ECCV 2020 Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020 DATA: Differentiable ArchiTecture Approximation NeurIPS 2019 DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing ICCV 2019 GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction IJCAI 2019 No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking AAAI 2019 Progressive Sparse Local Attention for Video Object Detection ICCV 2019 Relation-Shape Convolutional Neural Network for Point Cloud Analysis CVPR 2019 RENAS: Reinforced Evolutionary Neural Architecture Search CVPR 2019 Video Object Detection with Locally-Weighted Deformable Neighbors AAAI 2019 What and Where the Themes Dominate in Image AAAI 2019 Exploiting Vector Fields for Geometric Rectification of Distorted Document Images ECCV 2018 SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification IJCAI 2018 Structure-Aware Convolutional Neural Networks NeurIPS 2018 AMVH: Asymmetric Multi-Valued Hashing CVPR 2017 Deep Adaptive Image Clustering ICCV 2017 Extraction of Virtual Baselines From Distorted Document Images Using Curvilinear Projection ICCV 2015 Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing ICCV 2015 Active Flattening of Curved Document Images via Two Structured Beams CVPR 2014 Efficient Image Dehazing with Boundary Constraint and Contextual Regularization ICCV 2013