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Jiancheng Lv

Sichuan University

No. 24 South Section1, Yihuan Road,

Chengdu, 610064

China

SCHOLARLY PAPERS

14

DOWNLOADS

857

TOTAL CITATIONS

0

Scholarly Papers (14)

1.

MPQ-YOLO: Ultra Low Mixed-Precision Quantization of YOLO for Edge Devices Deployment

Number of pages: 12 Posted: 28 Oct 2023
Sichuan University, Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 391 (188,024)

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Object Detection, Model Compression, Mixed-Precision Quantization, Binary Neural Network, Quantization Aware Training

2.

Multi-Attribute Dynamic Attenuation Learning Improved Spiking Actor Network

Number of pages: 9 Posted: 03 Feb 2024
Rong Xiao, Jie Zhang, Tang Chenwei and Jiancheng Lv
Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 117 (608,822)

Abstract:

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Deep Reinforcement Learning, Spiking Neural Networks, Continuous control tasks

3.

Improving Generalized Zero-Shot Learning Via Cluster-Based Semantic Disentangling Representation

Number of pages: 30 Posted: 28 Apr 2023
Sichuan University, Sichuan University, Sichuan University, Xidian University, Sichuan University, Sichuan University and Sichuan University
Downloads 79 (809,932)

Abstract:

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Generalized zero-shot learning, Domain shift, Semantic gap, Cluster

Dca-Net: Graph-Based Dependent Sampling and Dynamic Context Association for Biomedical Trigger Detection

Number of pages: 26 Posted: 04 Jul 2025
Zilin Wang, Jiancheng Lv and Xianggen Liu
Sichuan University, Sichuan University and Sichuan University
Downloads 35 (1,281,607)

Abstract:

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Biomedical event, Neural Networks, Trigger detection, Large Language Models, Deep learning

Dca-Net: Graph-Based Dependent Sampling and Dynamic Context Association for Biomedical Trigger Detection

Number of pages: 26 Posted: 14 Apr 2025
Zilin Wang, Jiancheng Lv and Xianggen Liu
Sichuan University, Sichuan University and Sichuan University
Downloads 22 (1,473,203)

Abstract:

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Biomedical event, Neural Networks, Trigger detection, Large Language Models, Deep Learning

5.

Flatten-DiT: Mitigating Activation Outliers for Accurate Post-Training Quantization of Diffusion Transformers

Number of pages: 28 Posted: 28 Aug 2025
Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 45 (1,121,190)

Abstract:

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Diffusion Transformers, Post-Training Quantization, Non-uniform Quantization, Activation Outliers

6.

Assessing the Effectiveness of Test-Trace-Isolate Interventions Using a Multi-Layered Temporal Network

Number of pages: 18 Posted: 18 Feb 2025
Sichuan University, Sichuan University, Sichuan University, Sichuan University, North University of China, Indiana University Bloomington, Indiana University Bloomington, Sichuan University, Indiana University - Laboratory for Computational Epidemiology and Public Health and Sichuan University
Downloads 35 (1,249,711)

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Test-trace-isolate, Multi-layer temporal network, Epidemic modeling, Non-pharmaceutical interventions

7.

Surveillance of Infectious Diseases Spreading on Time-Varying Multiplex Networks

Number of pages: 20 Posted: 30 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing University of Posts and Telecommunications, Chengdu Center for Disease Control and Prevention, North University of China, Sichuan University and Sichuan University
Downloads 33 (1,277,121)

Abstract:

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Surveillance Strategies, Epidemic Modeling, Time-varying Networks, Multiplex Networks

8.

ASQ & POST: A Synergistic Framework for Adaptive and Non-Uniform Quantization

Number of pages: 27 Posted: 10 Sep 2025
Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 32 (1,290,922)

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Model compression, Quantization aware training, Image classification

9.

Attention-Based Early Warning Framework for Abnormal Operating Conditions in Fluid Catalytic Cracking Units

Number of pages: 37 Posted: 28 Jul 2023
Sichuan University, Sichuan University, affiliation not provided to SSRN, affiliation not provided to SSRN, Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 24 (1,399,036)

Abstract:

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fluid catalytic cracking unit, Attention mechanism, early warning of abnormal conditions, Noise reduction, temporal variation features

10.

A Systematic Comparison of Methodologies for the Estimation of the Serial Interval

Number of pages: 23 Posted: 14 May 2025
Sichuan University, Sichuan University, North University of China, Sichuan University and Sichuan University
Downloads 20 (1,448,301)

Abstract:

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Serial interval, Epidemic modeling, Serial interval estimating methods

11.

A Composite Path and Answer Self-Scoring Reward Mechanism for Test-Time Reinforcement Learning

Number of pages: 19 Posted: 06 Feb 2026
Sichuan University, Sichuan University, Sichuan University, Stevens Institute of Technology, Sichuan University, Sichuan University, Sichuan University and Hong Kong University of Science & Technology (HKUST)
Downloads 9 (1,548,648)

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Reinforcement Learning, Test time adaption, pseudo label, calibration, Unsupervised Learning

12.

Topoformer: A Topology-Aware Transformer Framework for 3D Shape

Number of pages: 18 Posted: 04 Apr 2026
Sichuan University, Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 7 (1,561,096)

Abstract:

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Transformer, Classification, Boundary representation

13.

Multimodal Information Fusion for Chart Understanding: A Survey of MLLMs—Evolution, Limitations, and Cognitive Enhancement

Number of pages: 33 Posted: 18 Mar 2026
Zhihang Yi, Jian Zhao, Jiancheng Lv and Tao Wang
Sichuan University, affiliation not provided to SSRN, Sichuan University and Sichuan University
Downloads 6 (1,566,597)

Abstract:

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Information FusionMultimodal Large Language ModelChart UnderstandingData VisualizationComputer Vision

14.

Efficient feature selection based on bounded approximate entropy

Number of pages: 24 Posted: 10 Apr 2026
affiliation not provided to SSRN, Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University, Sichuan University and Sichuan University - Machine Intelligence Laboratory
Downloads 2 (1,584,314)

Abstract:

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Feature Selection, uncertainty measure, fuzzy rough set, bounded approximate entropy, granular computing