QL
Qizhen Lan
cs.CVcs.AIDrug OverdoseCOVID-19Opiate OverdoseAdversarial robustnessbioengineeringbioinformaticsClusteringCompression Algorithms
On Valency
published · living versionsW_8pxfrc8y·v1 · currentpublished
ValuSpec: Plug-and-Play Candidate Valuation before Target Verification for Tree-Based Speculative Decoding
with Liang He, SiYuan Ma, Qishi Zhan, Yongqi Fan +3
1 version
Preprints & journals
21 papers in the corpus · 2022–2026ValuSpec: Plug-and-Play Candidate Valuation before Target Verification for Tree-Based Speculative Decoding2610.31338v1 · Liang He, SiYuan Ma, Qishi Zhan et al.2026 · 0 citationsarXivon Valency
When Evidence Vanishes: Distilling Visual-Evidence Dependency in Medical Vision-Language Models2610.23469v1 · Qizhen Lan, Yiling Ma, Ruiqi Chen et al.2026 · 0 citationsarXiv
Octave: Scale-Resolved Evaluation of Spatial Gene Expression Prediction from Histology.42856335 · Wang, Qing, Gu, Sipei, Lan, Qizhen et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
A cross-modal generative model for incomplete and degraded prostate MRI with multicentre clinical validation2608.16233v1 · Siyuan Ma, Liang He, Mengying Zhu et al.2026 · 0 citationsarXiv
From performance to practice: knowledge-distilled segmentator for on-premises clinical workflows.42404351 · Lan, Qizhen, Choi, Aaron, Ma, Jun et al.2026 · 0 citationsnpj health systems. 2026;3:58
Boosting deep detector efficiency and robustness through detection discriminant reorganization and compression.42413353 · Choi, Jung Im, Lan, Qizhen, Tian, Qing2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;204:109271
Learnable Instance Attention Filtering for Adaptive Detector Distillation2603.26088v1 · Chen Liu, Qizhen Lan, Zhicheng Ding et al.2026 · 0 citationsarXiv
ReCo-KD: Region- and Context-Aware Knowledge Distillation for Efficient 3D Medical Image Segmentation2601.08301v1 · Qizhen Lan, Yu-Chun Hsu, Nida Saddaf Khan et al.2026 · 1 citationarXiv
KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions2601.04745v2 · Tingyu Wu, Zhisheng Chen, Ziyan Weng et al.2026 · 0 citationsarXiv
Lost in Distortion: Uncovering the Domain Gap Between Computer Vision and Brain Imaging -- A Study on Pretraining for Age Prediction2512.01310v1 · Yanteng Zhang, Songheng Li, Zeyu Shen et al.2025 · 0 citationsarXiv
Visual Detector Compression via Location-Aware Discriminant Analysis2509.17968v1 · Qizhen Lan, Jung Im Choi, Qing Tian2025 · 1 citationarXiv
Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows2509.11079v5 · Jinwei Su, Qizhen Lan, Yinghui Xia et al.2025 · 3 citationsarXiv
ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation2503.06307v1 · Qizhen Lan, Qing Tian2025 · 9 citationsarXiv
CLoCKDistill: Consistent Location-and-Context-aware Knowledge Distillation for DETRs2502.10683v1 · Qizhen Lan, Qing Tian2025 · 5 citationsarXiv
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation2405.12328v1 · Wentao Wang, Xi Xiao, Mingjie Liu et al.2024 · 15 citationsarXiv
Gradient-Guided Knowledge Distillation for Object Detectors2303.04240v1 · Qizhen Lan, Qing Tian2023 · 24 citationsarXiv
TMHOI: Translational Model for Human-Object Interaction Detection2303.04253v3 · Lijing Zhu, Qizhen Lan, Alvaro Velasquez et al.2023 · 3 citationsarXiv
Spatial clustering of heroin-related overdose incidents: a case study in Cincinnati, Ohio.35752791 · Choi, Jung Im, Lee, Jinha, Yeh, Arthur B et al.2022 · 14 citationsBMC public health. 2022;22(1):1253
COVID-19 economic impact payments and opioid overdose deaths: A response.35738977 · Sprague, Jon E, Yeh, Arthur B, Lan, Qizhen et al.2023 · 3 citationsThe International journal on drug policy. 2023;121:103767
COVID-19 economic impact payments and opioid overdose deaths.35131687 · Sprague, Jon E, Yeh, Arthur B, Lan, Qizhen et al.2022 · 13 citationsThe International journal on drug policy. 2022;102:103608
Adaptive Instance Distillation for Object Detection in Autonomous Driving2201.11097v2 · Qizhen Lan, Qing Tian2022 · 10 citations2022 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada, 2022, pp. 4559-4565
Career total: 30 works. 21 are in this corpus.
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