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Junyang Chen

23 papers · 2023–2026 · 7 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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+4 more ↓ 🌍 Conference Polyglot Β· Silver πŸ—ΊοΈ Taxonomy Completionist (56) πŸŒ‰ Interdisciplinary Bridge Β· Silver 🌈 Renaissance Researcher (7) πŸ“ˆ Trend Setter
πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (121) ❓ The Questioner ⚑ Prolific Year Β· Productive

Venues

AAAI (9) IJCAI (5) CVPR (4) NeurIPS (2) ACL (1) ECCV (1) ICML (1)

Top co-authors

Huan Wang (5) Jiangxin Dong (4) Jinshan Pan (4) Qin Zhang (4) Shirui Pan (3) Yirui Wu (3) Huisi Wu (3) Pan Zhou (3) Daizong Liu (2) Yong Qin (2)

Research topics

Machine Learning (14) Computer Vision (11) Deep Learning (11) Learning Types Β· Machine Learning (10) Artificial Intelligence (8) Core AI (7) Core Methods (7) Application Areas (6) Learning Types Β· Deep Learning (6) Architectures (5) Processing (5) Analysis (4) Models (4) Domain-Specific (2) Learning Paradigms (2)

Keywords

graph neural network (4) out-of-distribution detection (3) anomaly detection (2) diffusion model (2) semantic segmentation (2) image restoration (2) prototype learning (2) zero-shot learning (2) image super-resolution (2) node classification (2) feature alignment (2) multimodal learning (2) network architecture (1) few-shot learning (1) catastrophic forgetting (1) feature learning (1) semi-supervised learning (1) continual learning (1) causal inference (1) benchmark evaluation (1)

Papers

Bridging Fidelity-Reality with Controllable One-Step Diffusion for Image Super-Resolution CVPR 2026 LoGoSeg: Integrating Local and Global Features for Open-Vocabulary Semantic Segmentation AAAI 2026 SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation ACL 2026 STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution CVPR 2026 Toward Multimodal Fake News Detection by Multi-perspective Rationale Generation and Verification AAAI 2026 TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models AAAI 2026 Zero-shot Recommendation: Towards Class Semantic Relation Learning for Inferring Labels of Unseen Micro-videos AAAI 2026 ABNet: Mitigating Sample Imbalance in Anomaly Detection Within Dynamic Graphs IJCAI 2025 Can DBNNs Robust to Environmental Noise for Resource-constrained Scenarios? ICML 2025 Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025 Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning IJCAI 2025 Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection IJCAI 2025 FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution CVPR 2025 CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024 EGonc : Energy-based Open-Set Node Classification with substitute Unknowns NeurIPS 2024 Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language AAAI 2024 Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud Attack ECCV 2024 ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024 PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness CVPR 2024 ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024 Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024 Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024 PromptRestorer: A Prompting Image Restoration Method with Degradation Perception NeurIPS 2023