← Authors

Yuan Yuan

51 papers · 2017–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (96) πŸ† Keyword Champion (2) πŸ† Grand Slam 🧬 Topic Evolution ❓ The Questioner πŸ—ƒοΈ Keyword Collector (222) πŸ’Ž Century Club (47) πŸ”₯ Unstoppable (5) ⚑ Prolific Year (13) πŸš€ Conference Pioneer

Conferences

AAAI (16) CVPR (8) IJCAI (6) EMNLP (4) ICLR (3) ICML (3) NIPS (3) ECCV (2) WACV (2) ACL (1) ICCV (1) MLHC (1) NAACL (1)

Top co-authors

Robby T. Tan (8) Qi Wang (7) Dina Katabi (6) Lijie Fan (5) Michael Bi Mi (5) Tianhong Li (5) Wei Ye (4) Wending Yan (4) Yeying Jin (4) Dongxiao Yu (3)

Research topics

Privacy (1)

Keywords

semantic segmentation (4) self-supervised learning (4) large language model (4) image restoration (4) contrastive learning (4) convolutional neural network (4) representation learning (4) graph neural network (4) cross-modal learning (3) domain adaptation (3) feature learning (2) object localization (2) teacher-student learning (2) parameter efficient (2) multimodal learning (2) text generation (2) content moderation (2) object detection (2) feature extraction (2) factual error correction (2)

Papers

BLM-Guard: Explainable Multimodal Ad Moderation with Chain-of-Thought and Policy-Aligned Rewards AAAI 2026
FreeGaussian: Annotation-free Control of Articulated Objects via 3D Gaussian Splats with Flow Derivatives AAAI 2026
ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026
DGTF: Cross-Domain Decentralized Graph Learning with Topology-Aware Knowledge Fusion AAAI 2026
AdDriftBench: A Benchmark for Detecting Data Drift and Label Drift in Short Video Advertising EMNLP 2025
Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks CVPR 2025
TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025
Enhancing Low-Rank Adaptation with Recoverability-Based Reinforcement Pruning for Object Counting AAAI 2025
NightHaze: Nighttime Image Dehazing via Self-Prior Learning AAAI 2025
Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning AAAI 2025
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025
Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ACL 2025
Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems ICML 2025
Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025
How Distributed Collaboration Influences the Diffusion Model Training? A Theoretical Perspective ICML 2025
PDUDT: Provable Decentralized Unlearning under Dynamic Topologies ICML 2025
ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations EMNLP 2025
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction AAAI 2024
End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning NIPS 2024
DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity AAAI 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention AAAI 2024
Mono3DVG: 3D Visual Grounding in Monocular Images AAAI 2024
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping AAAI 2024
Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024
Cyclic Learning for Binaural Audio Generation and Localization CVPR 2024
Dual-Rain: Video Rain Removal using Assertive and Gentle Teachers ECCV 2024
Continuous Invariance Learning ICLR 2024
Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation ICLR 2024
MetaISP: Efficient RAW-to-sRGB Mappings with Merely 1M Parameters IJCAI 2024
Multi-level Graph Contrastive Prototypical Clustering IJCAI 2023
PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models EMNLP 2023
Addressing Feature Suppression in Unsupervised Visual Representations WACV 2023
Contactless Oxygen Monitoring with Radio Waves and Gated Transformer MLHC 2023
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
EMGCΒ²F: Efficient Multi-view Graph Clustering with Comprehensive Fusion IJCAI 2022
Intelligence in Strategic Games (Extended Abstract) IJCAI 2022
Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022
Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022
Efficient Dynamic Scene Deblurring Using Spatially Variant Deconvolution Network With Optical Flow Guided Training CVPR 2020
Variational Context-Deformable ConvNets for Indoor Scene Parsing CVPR 2020
Subgroup-based Rank-1 Lattice Quasi-Monte Carlo NIPS 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NIPS 2020
In-Home Daily-Life Captioning Using Radio Signals ECCV 2020
Learning Longterm Representations for Person Re-Identification Using Radio Signals CVPR 2020
Learning From Synthetic Data for Crowd Counting in the Wild CVPR 2019
Memory-Augmented Temporal Dynamic Learning for Action Recognition AAAI 2019
MARGINALIZED AVERAGE ATTENTIONAL NETWORK FOR WEAKLY-SUPERVISED LEARNING ICLR 2019
ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition AAAI 2019
JM-Net and Cluster-SVM for Aerial Scene Classification IJCAI 2017
Temporal Dynamic Graph LSTM for Action-Driven Video Object Detection ICCV 2017
Convolutional 2D LDA for Nonlinear Dimensionality Reduction IJCAI 2017