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Dingkang Yang

38 papers · 2022–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+9 more ↓ 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🌍 Conference Polyglot Β· Silver πŸ—ΊοΈ Taxonomy Completionist (62) 🀝 Dynamic Duo (27)
🀝 Dynamic Duo (27) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (150) πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner ⚑ Prolific Year Β· Prolific πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (8)

Venues

CVPR (12) AAAI (10) ECCV (5) ICCV (4) NeurIPS (3) ACML (2) EMNLP (1) MICCAI (1)

Top co-authors

Lihua Zhang (27) Mingcheng Li (20) Zhaoyu Chen (12) Peng Zhai (11) Yuzheng Wang (10) Shunli Wang (9) Kun Yang (8) Jiawei Chen (8) Jinjie Wei (7) Yang Liu (7)

Research topics

Artificial Intelligence (23) Core AI (23) Deep Learning (14) Computer Vision (12) Machine Learning (12) Application Areas (8) Learning Types Β· Deep Learning (8) Learning Types Β· Machine Learning (8) Generation (6) Natural Language Processing (5) Domain-Specific (5) Analysis (4) Applications (4) Models (4) Reinforcement Learning (3)

Keywords

vision-language model (5) causal inference (4) text-to-image generation (4) knowledge distillation (4) multimodal sentiment analysis (3) large language model (3) gaussian splatting (3) causal graph (3) multi-agent system (3) causal intervention (2) domain generalization (2) model compression (2) retrieval-augmented generation (2) 3d scene generation (2) collaborative perception (2) bias mitigation (2) diffusion model (2) multimodal learning (2) zero-shot learning (2) emotion recognition (2)

Papers

Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control CVPR 2026 Diffusion Probe: Generated Image Result Prediction Using CNN Probes CVPR 2026 Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models CVPR 2026 MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement AAAI 2026 ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation CVPR 2026 Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding CVPR 2026 SatireDecoder: Visual Cascaded Decoupling for Enhancing Satirical Image Comprehension AAAI 2026 TextPecker: Rewarding Structural Anomaly Quantification for Enhancing Visual Text Rendering CVPR 2026 UniMGS: Unifying Mesh and 3D Gaussian Splatting with Single-Pass Rasterization and Proxy-Based Deformation AAAI 2026 BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation AAAI 2025 Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025 Debiased Multimodal Understanding for Human Language Sequences AAAI 2025 Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators AAAI 2025 MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation CVPR 2025 MMPF: Multi-Modal Perception Framework for Abnormal Medical Condition Detection AAAI 2025 Align before Collaborate: Mitigating Feature Misalignment for Robust Multi-Agent Perception ECCV 2024 A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities AAAI 2024 Can LLMs’ Tuning Methods Work in Medical Multimodal Domain? MICCAI 2024 Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 2024 CPR-Coach: Recognizing Composite Error Actions based on Single-class Training CVPR 2024 De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts CVPR 2024 Large Vision-Language Models as Emotion Recognizers in Context Awareness ACML 2024 Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation AAAI 2024 Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification ECCV 2024 PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications NeurIPS 2024 Robust Emotion Recognition in Context Debiasing CVPR 2024 SceneWeaver: Text-Driven Scene Generation with Geometry-aware Gaussian Splatting ACML 2024 Self-Cooperation Knowledge Distillation for Novel Class Discovery ECCV 2024 Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning NeurIPS 2024 Towards Multimodal Sentiment Analysis Debiasing via Bias Purification ECCV 2024 AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception ICCV 2023 Context De-Confounded Emotion Recognition CVPR 2023 Efficient Decision-based Black-box Patch Attacks on Video Recognition ICCV 2023 How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception NeurIPS 2023 Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation ICCV 2023 Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception ICCV 2023 Emotion Recognition for Multiple Context Awareness ECCV 2022 Robust Adversarial Reinforcement Learning with Dissipation Inequation Constraint AAAI 2022