Yichao Cao

Doctoral degree

Postgraduate (Doctoral)

Personal Information

Date of Birth:1993-08-26
Business Address:中南大学主校区科教楼218室
E-Mail:

VIEW MORE

Profile

曹毅超(Yichao Cao),博士,特聘副教授,硕士生导师。在ICCV、NeurIPS、ICML、AAAI、ACMMM等高水平国际会议与期刊上发表论文20余篇,长期担任相关顶级会议和期刊的审稿人和程序委员会委员,授权专利10余项。研究方向包括:多模态大模型、计算机视觉、具身智能等,长期专注于多模态大模型微调、视觉感知与理解、具身机器人控制。企业任职期间,主持林草行业首个多模态大模型“林海思绪(ForestMind)”的研发,主持的“端-边-云协同林火识别引擎及一体化解决方案”获得国际先进成果评价,所主持研发的林火识别解决方案已成功应用于我国20多个省、60多个地市,大幅推动了林草行业智能化发展,建立了一批行业示范性项目,并参与起草了林草、应急行业的多项行业标准。


【近四年代表性论文】


  • CounterPC: Counterfactual Feature Realignment for Unsupervised Domain Adaptation on Point Clouds. International Conference on Computer Vision (ICCV, CCF A), 2025

  • TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging. International Conference on Machine Learning (ICML, CCF A), 2025

  • Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging. AAAI Conference on Artificial Intelligence (AAAI, CCF A), 2025

  • A Novel Image-Graph Heterogeneous Fusion Framework for Static IR Drop Prediction. Design Automation Conference (DAC, CCF A), 2025

  • Variational Feature Imitation Conditioned on Visual Descriptions for Few-Shot Fine-Grained Recognition. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT, 中科院1区TOP), 2025

  • SmokeAgent: Multimodal Agent for Fine-Grained Smoke Event Analysis in Large-Scale Wild Environments. Pattern Recognition (PR, 中科院1区TOP), 2025

  • Debiased Prototype Evolving for Point Cloud Domain Adaptation via 3D Foundation Models. International Conference on Acoustics, Speech, and Signal Processing (ICASSP, CCF B), 2025

  • A Geometry-Material Aware Point Cloud Transformer for Large-scale Unstructured Thermal Analysis in 2.5D ICs. IEEE/ACM International Conference on Computer-Aided Design (ICCAD, CCF B), 2025

  • Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models. Advances in Neural Information Processing Systems (NeurIPS, CCF A), 2024

  • Universal Frequency Domain Perturbation for Single-Source Domain Generalization. ACM Multimedia (ACM MM, CCF A), 2024

  • Re-mine, Learn and Reason: Exploring the Cross-modal Semantic Correlations for Language-guided HOI detection. International Conference on Computer Vision (ICCV, CCF A), 2023

  • Coarse2Fine: Local Consistency Aware Re-prediction for Weakly Supervised Object Localization. AAAI Conference on Artificial Intelligence (AAAI, CCF A), 2023

  • Attributes Grouping and Mining Hashing for Fine-Grained Image Retrieval.  ACM Multimedia (ACM MM, CCF A), 2023

  • Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition. Neural Information Processing Systems (NeurIPS, CCF A), 2022

  • EFFNet: Enhanced Feature Foreground Network for Video Smoke Source Prediction and Detection. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT, 中科院1区TOP), 2022

  • Combining the Convolution and Transformer for Classification of Smoke-Like Scenes in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS, 中科院1区TOP), 2022


【联系方式


caoyichao@csu.edu.cn


No content
No content

No content

No content