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Pengfei Chen

20 papers · 2019–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6)
🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🏆 Keyword Champion (2) 🗃️ Keyword Collector (80) 💎 Century Club (16) 🔥 Unstoppable (5) Prolific Year (5)

Conferences

AAAI (7) ACL (2) CVPR (2) ECCV (2) ICCV (2) ICLR (2) SEMEVAL (2) ICML (1)

Papers

TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning AAAI 2026 LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations AAAI 2026 Fine-grained Image Quality Assessment for Perceptual Image Restoration AAAI 2026 ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026 PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection SEMEVAL 2025 PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection ACL 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis ACL 2025 SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation ICLR 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SEMEVAL 2025 Semantic-aware SAM for Point-Prompted Instance Segmentation CVPR 2024 Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes ICCV 2023 Object Localization Under Single Coarse Point Supervision CVPR 2022 Acknowledging the Unknown for Multi-Label Learning with Single Positive Labels ECCV 2022 Point-to-Box Network for Accurate Object Detection via Single Point Supervision ECCV 2022 Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise AAAI 2021 Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction AAAI 2021 Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment ICCV 2021 Noise against noise: stochastic label noise helps combat inherent label noise ICLR 2021 Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels AAAI 2021 Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels ICML 2019