Pengfei Chen
20 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🧭 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)
Top co-authors
Keywords
label noise
(3)
multi-label classification
(3)
weakly supervised learning
(3)
large language model
(3)
narrative classification
(2)
hazard detection
(2)
llm augmentation
(2)
class-conditional noise
(2)
entity framing
(2)
text classification
(2)
sequence generation
(2)
object detection
(2)
ensemble learning
(2)
reinforcement learning
(2)
data augmentation
(2)
multiple instance learning
(2)
pairwise ranking
(2)
food safety
(2)
image quality assessment
(2)
noisy label learning
(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