Xiaopeng Hong

Southwest University — China

Computer Science · Physical Sciences

45h-index8.3kcitations250works3.72yr avg
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Research Topics

Video Surveillance and Tracking Methods(49), Anomaly Detection Techniques and Applications(46), Human Pose and Action Recognition(40), Domain Adaptation and Few-Shot Learning(35), Emotion and Mood Recognition(30)

Publications250 total

Dual-Attention based prompt generation and catalyzing for instance-wise continual learning
Pattern Recognition·2025
Asymmetric modal fusion for multi-modal crowd counting
Pattern Recognition·2025
MEGC2025: Micro-Expression Grand Challenge on Spot Then Recognize and Visual Question Answering
2025Open Access
Agent-MER: A Cognitive Agent with Hierarchical Deliberation for Open-Vocabulary Multimodal Emotion Recognition
2025
MEGC2025: Micro-Expression Grand Challenge on Spot Then Recognize and Visual Question Answering
arXiv (Cornell University)·2025· 1 citedOpen Access
T2ICount: Enhancing Cross-Modal Understanding for Zero-Shot Counting
2025Open Access
Free Lunch Enhancements for Multi-modal Crowd Counting
2025
OpenSDI: Spotting Diffusion-Generated Images in the Open World
2025· 1 cited
ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
DCA: Dividing and Conquering Amnesia in Incremental Object Detection
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Specifying What You Know or Not for Multi-Label Class-Incremental Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Task Offloading in Dynamic Energy Splitting STAR-RIS Assisted NOMA-MEC Systems With Decomposition Based Multi-Agent DRL
IEEE Transactions on Vehicular Technology·2025· 6 cited
Specifying What You Know or Not for Multi-Label Class-Incremental Learning
arXiv (Cornell University)·2025Open Access
DCA: Dividing and Conquering Amnesia in Incremental Object Detection
arXiv (Cornell University)·2025Open Access
TS-CGNet: Temporal-Spatial Fusion Meets Centerline-Guided Diffusion for BEV Mapping
ArXiv.org·2025Open Access
Joint Memory Optimization for Continual Learning
IEEE Transactions on Circuits and Systems for Video Technology·2025
A Benchmark for Incremental Micro-expression Recognition
arXiv (Cornell University)·2025Open Access
Semi-Supervised Counting via Pixel-by-Pixel Density Distribution Modeling
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 2 cited
Quantitative Analysis of Flavonoids and Coumarins from Fingered Citron in Different Growth Periods and Their Regulatory Effects on Oxidative Stress
Foods·2025· 6 citedOpen Access
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Frequent Co-authors

Guoying Zhao(24), Yihong Gong(14), Xing Wei(12), Zhiheng Ma(7), Wei Peng(5), Xiaoyu Tao(4), Xinyuan Chang(4), Matti Pietikäinen(4), Rongrong Ji(4), Songlin Dong(3), Xiaobai Li(3), Xiaohua Huang(3), Hui Lin(3), Matti Pietikäinen(3), Xilin Chen(3), Diangang Li(2), Haoyu Chen(2), Wenming Zheng(2), Yaowei Wang(2), John See(2)