Pengfei Xu
23 papers · 2018–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (9) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(65)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Pioneer
π
Trend Setter
β‘
Prolific Year
(5)
π
Century Club
(21)
ποΈ
Keyword Collector
(121)
Conferences
AAAI (8)
IJCAI (4)
EMNLP (3)
CVPR (2)
NIPS (2)
ECCV (1)
ICCV (1)
ICLR (1)
MICCAI (1)
Top co-authors
Keywords
domain adaptation
(4)
multi-source domain adaptation
(4)
adversarial learning
(3)
neural network
(3)
feature alignment
(3)
transfer learning
(3)
convolutional neural network
(3)
model compression
(2)
semantic segmentation
(2)
domain alignment
(2)
unsupervised domain adaptation
(2)
self-supervised learning
(2)
direct preference optimization
(2)
autonomous driving
(2)
action recognition
(1)
image segmentation
(1)
multi-view clustering
(1)
continual learning
(1)
contrastive learning
(1)
robust clustering
(1)
Papers
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion
AAAI 2026
SCORE: Semantic Collage by Optimizing Rendered Elements
AAAI 2026
Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation
AAAI 2025
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
EMNLP 2025
Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization
EMNLP 2025
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness
EMNLP 2024
FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation
ECCV 2024
More is Better: Deep Domain Adaptation with Multiple Sources
IJCAI 2024
A Weakly-supervised Multi-lesion Segmentation Framework Based on Target-level Incomplete Annotations
MICCAI 2024
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation
AAAI 2021
Multi-Source Domain Adaptation for Object Detection
ICCV 2021
Spatio-temporal Contrastive Domain Adaptation for Action Recognition
CVPR 2021
Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks
ICLR 2020
ROAM: Recurrently Optimizing Tracking Model
CVPR 2020
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference
AAAI 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos
AAAI 2020
Multi-Source Distilling Domain Adaptation
AAAI 2020
CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions
AAAI 2019
E2-Train: Training State-of-the-art CNNs with Over 80% Energy Savings
NIPS 2019
Multi-source Domain Adaptation for Semantic Segmentation
NIPS 2019
Robust Auto-Weighted Multi-View Clustering
IJCAI 2018
Line separation from topographic maps using regional color and spatial information
IJCAI 2018
Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach
IJCAI 2018