Xiaopeng Hong
37 papers · 2019–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Conference Polyglot (7) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (66)
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Taxonomy Completionist
(66)
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Keyword Pioneer
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Hot Topic Early Bird
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Deep Specialist
(12)
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Topic Evolution
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Keyword Champion
(2)
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Dynamic Duo
(11)
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Unstoppable
(7)
ποΈ
Keyword Collector
(157)
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Trend Setter
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Prolific Year
(5)
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Century Club
(35)
Conferences
AAAI (15)
CVPR (7)
ICCV (6)
ECCV (4)
IJCAI (3)
NIPS (1)
WACV (1)
Top co-authors
Keywords
crowd counting
(9)
continual learning
(8)
catastrophic forgetting
(8)
class-incremental learning
(4)
density estimation
(4)
incremental learning
(3)
few-shot learning
(3)
self-supervised learning
(3)
class incremental learning
(2)
person re-identification
(2)
adversarial example
(2)
diffusion model
(2)
vision transformer
(2)
cross-modal learning
(2)
optimal transport
(2)
object detection
(2)
knowledge distillation
(2)
attention mechanism
(2)
multimodal learning
(2)
point supervision
(2)
Papers
2D Gaussians Spatial Transport for Point-supervised Density Regression
AAAI 2026
Time Series Forecasting via Direct Per-Step Probability Distribution Modeling
AAAI 2026
T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting
CVPR 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection
AAAI 2025
Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization
AAAI 2025
ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing
AAAI 2025
Specifying What You Know or Not for Multi-Label Class-Incremental Learning
AAAI 2025
Free Lunch Enhancements for Multi-modal Crowd Counting
CVPR 2025
OpenSDI: Spotting Diffusion-Generated Images in the Open World
CVPR 2025
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer
AAAI 2024
GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection
ECCV 2024
Multi-modal Crowd Counting via a Broker Modality
ECCV 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation
ECCV 2024
One-Shot Replay: Boosting Incremental Object Detection via Retrospecting One Object
AAAI 2023
A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials
WACV 2023
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference
AAAI 2023
IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution
IJCAI 2022
Boosting Crowd Counting via Multifaceted Attention
CVPR 2022
S-Prompts Learning with Pre-trained Transformers: An Occamβs Razor for Domain Incremental Learning
NIPS 2022
Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting
AAAI 2021
Few-Shot Class-Incremental Learning via Relation Knowledge Distillation
AAAI 2021
Aha! Adaptive History-Driven Attack for Decision-Based Black-Box Models
ICCV 2021
Towards a Universal Model for Cross-Dataset Crowd Counting
ICCV 2021
Image-to-Image Translation via Hierarchical Style Disentanglement
CVPR 2021
Learning to Count via Unbalanced Optimal Transport
AAAI 2021
Direct Measure Matching for Crowd Counting
IJCAI 2021
Infrared-Visible Cross-Modal Person Re-Identification with an X Modality
AAAI 2020
Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching
AAAI 2020
Topology-Preserving Class-Incremental Learning
ECCV 2020
Noise-Aware Fully Webly Supervised Object Detection
CVPR 2020
Bi-Objective Continual Learning: Learning βNewβ While Consolidating βKnownβ
AAAI 2020
Few-Shot Class-Incremental Learning
CVPR 2020
Universal Perturbation Attack Against Image Retrieval
ICCV 2019
Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection
ICCV 2019
A Part Power Set Model for Scale-Free Person Retrieval
IJCAI 2019
Bayesian Loss for Crowd Count Estimation With Point Supervision
ICCV 2019
Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement
ICCV 2019