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Author

Mengqi Lei

Observed names: Lei Mengqi, Lei, Mengqi
Institution: Tsinghua University
ORCID: 0009-0007-5894-8776
Observed ORCID: 0009-0007-5894-8776
OpenAlex ID: A5101423290
ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement
2025 · Mengqi Lei, Haochen Wu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 110
EPPS: Advanced Polyp Segmentation via Edge Information Injection and Selective Feature Decoupling
2024 · Lei, Mengqi, Wang, Xin · arXiv (Cornell University) · 15
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SOLO-Net: A Sparser but Wiser Method for Small Object Detection in Remote-Sensing Images
2023 · Mengqi Lei, Xianyuan Liu · IEEE Geoscience and Remote Sensing Letters · 15
SoftHGNN: Soft Hypergraph Neural Networks for General Visual Recognition
2026 · Mengqi Lei, Yihong Wu, et al. · International Journal of Computer Vision · 11
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DDRANet: A Dynamic Density-Region-Aware Network for Crowd Counting
2024 · Mengqi Lei, Haochen Wu, et al. · IEEE Signal Processing Letters · 6
Count Anything
2026 · Lei, Mengqi, Cheng, Shuokun, et al. · arXiv (Cornell University) · 2
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Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs
2024 · Zhang, Jie, Wang, Zhongqi, et al. · arXiv (Cornell University) · 2
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Multi-scale Segformer: image segmentation algorithm for electric vehicles in fire accident
2024 · Mengqi Lei, Xin Wang · International Journal of Sustainable Engineering · 1
Prognostic saliency-driven hypergraph neural network for survival prediction via vision foundation model
2026 · Siqi Li, Hailong Shang, et al. · Medical Image Analysis
GeoTrace: Geometry-Aware Trajectory Token Compression for Video Large Language Models
2026 · Xie, Guohuan, Lei, Mengqi, et al. · arXiv (Cornell University)
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HIRNet: Hypergraph-Induced Iterative Reasoning Network for Crowd Counting
2026 · Ruihan Wang, Mengqi Lei, et al. · International Conference on Multimedia Retrieval
Hypergraph as Language
2026 · Lei, Mengqi, Xie, Guohuan, et al. · arXiv (Cornell University)
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RACANet: Reliability-Aware Crowd Anchor Network for RGB-T Crowd Counting
2026 · Shi, Jinghao, Lei, Mengqi, et al. · arXiv (Cornell University)
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脑结构—功能耦合超图神经网络
2026 · Lei Mengqi, Han Xiangmin, et al. · Journal of Image and Graphics
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Hyper-Counter: Cross-Modal Hypergraph Fusion for RGB-T Crowd Counting
2026 · Mengqi Lei, Siqi Li, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence
Works count: 16
Citation count: 665
H-index: 6
I10-index: 5
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