微电子所 AI中心，研究方向包括多模态理解与生成、大模型推理加速、具身智能等：

1、多模态理解与生成。复杂开放场景下的图像&视频理解与生成，基于多Agent协同的多模态内容理解与生成，领域大模型微调与后训练等；

2、大模型推理加速。研究多模态大模型推理加速技术，包括模型架构设计、模型压缩剪枝量化、软硬协同优化等；

3、具身智能：研究机器人运动控制、VLA、VLN、世界模型等具身智能关键技术；

每年招收博士生1人、硕士生1-2人，实习生若干。

推免生要求如下：

1. 具备推免资格，计算机、电子信息或自动化等相关专业，具有良好的数学、英语、编程、逻辑能力；

2. 本科期间发表过人工智能相关领域论文优先；

3. 本科期间有过科创经验的同学优先。

本人有多年互联网从业经验，与业界（Nvidia/AMD/微软/腾讯/阿里/字节/蚂蚁/京东/美团等）有广泛交流合作，优秀学生在校期间可以推荐到头部大厂科研实习，优秀博士生可以推荐到国外交流学习。

欢迎报考！

2010-09--2015-01   中国科学院计算技术研究所   博士
2008-09--2010-06   武汉大学   硕士
2004-09--2008-06   武汉大学   学士

会议论文

• [WSDM 2027] Fuchun Li, Hongbo Tang, Qian Li, Sichen Meng, Jun Zhang, Huan Yu, Jie Jiang, Jinsheng Xiao, Hailong Shi*. ChainRec: An Agentic Recommender Learning to Route Tool Chains for Diverse and Evolving Interests, The 20th ACM International Conference on Web Search and Data Mining, Hong Kong, China, February 15-19, 2027.
• [KDD 2026] Bocheng Pan, Hailong Shi*, Xingyu Gao. HiST: Hierarchical Semantic Tree Augmentation for Generative Recommendation, The 32nd SIGKDD Conference on Knowledge Discovery and Data Mining, Jeju, South Korea, August 9-13, 2026. CCF-A
• [CVPR 2026] Tong Xu, Hailong Shi*, Xingyu Gao. SCoRe: Salience-Coverage Reduction for Vision Token Pruning in Vision-Language Models, The IEEE/CVF Conference on Computer Vision and Pattern Recognition, Denver, USA, June 3-7, 2026. CCF-A
• [ACL 2026] Zhuoning Zhu, Xingyu Gao, Hailong Shi*. MENTOR: Mitigating Identity Drift in Dynamic Role-Playing via Dual-Chain Structured Memory, The 64th Annual Meeting of the Association for Computational Linguistics, San Diego, California, July 2-7, 2026. CCF-A
• [ACM MM 2025] Bocheng Pan, Hailong Shi*, Xingyu Gao. DR-VQA: Decompose-then-Reconstruct for Visual Question Answering in BLV Assistance, ACM International Conference on Multimedia, Dublin, Ireland, Sep 27th- Oct 31st, 2025. CCF-A
• [ICML 2025] Wanjin Feng, Xingyu Gao, Wenqian Du, Hailong Shi, Peilin Zhao, Pengcheng Wu, Chunyan Miao. Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity, Forty-second International Conference on Machine Learning, Vancouver, Canada, July 13-19, 2025. CCF-A
• [IJCAI 2024] Huan Li, Hailong Shi*, Xingyu Gao. A Coarse-To-Fine Fusion Network for Event-Based Image Deblurring, The 33rd International Joint Conference on Artificial Intelligence, Jeju, South Korea, August 3-9, 2024. CCF-A
• [ECCV 2024] Qi Guo, Hailong Shi*, Huan Li, Jinsheng Xiao, Xingyu Gao. REDIR: Refocus-free Event-based De-occlusion Image Reconstruction, The 18th European Conference on Computer Vision, MiCo Milano, Italy, Sep 29th-Oct 4th, 2024. 计算机视觉三大顶会之一
• [ECIR 2024] Luo Ji#, Jiayu Mao#, Hailong Shi*, Qian Li, Hongxia Yang. An Adaptive Framework of Geographical Group-Specific Network on O2O Recommendation, The 46th European Conference on Information Retrieval, Glasgow, Scotland, March 24-28, 2024.
• [ICDM 2023] Wanjin Feng, Hailong Shi, Peilin Zhao, Xingyu Gao. Mixtron: Bandit Online Multiclass Prediction with Implicit Feedback, International Conference on Data Mining, Shanghai, China, December 1-4, 2023.

期刊论文

• [IEEE TIP] Wenqian Du, Xingyu Gao, Hailong Shi*. Brain-Inspired Progressive Attention for Spiking Neural Networks in Visual Recognition, IEEE Transactions on Image Processing, Accepted. 中科院一区TOP，影响因子15.3，CCF-A
• [IEEE TCE] Wenqian Du, Baobing Zhang, Xingyu Gao, Rui Chen, Jianze Wei, Hailong Shi*. Generative-Inspired Spiking Framework with Coarse-to-Fine Dynamics for Robust Perception in Resource-Constrained Systems, IEEE Transactions on Consumer Electronics, Accepted. 中科院一区TOP，影响因子9.4
• [ACM TIST] Zhuoning Zhu, Xingyu Gao, Hailong Shi*. A Multi-Agent Framework for Long-Form Narrative Generation with Event-Centric State Graph and Hybrid Memory, ACM Transactions on Intelligent Systems and Technology, Accepted. 影响因子6.6
• [IEEE TGRS] Jinsheng Xiao, Shuting Duan, Ruidi Chen, Hailong Shi, Xingyu Gao, Wei Yang. Instance-level Consistent Graph With Unsupervised Human Parts for Person Re-identification, IEEE Transactions on Geoscience and Remote Sensing, 2026. 中科院一区TOP，影响因子9.1
• [ACM TIST] Qi Guo, Xingyu Gao, Hailong Shi*. Spatiotemporal-Guided Training-Free Urban Partial Vision Restoration, ACM Transactions on Intelligent Systems and Technology, Accepted. 影响因子6.6
• [ACM TIST] Xingyu Gao, Bocheng Pan, Zhenyu Chen, Baobin Zhang, Fei Sun, Hailong Shi*. Multi-Modal Collaboration Evaluation of Large Language Models via Image Captioning, ACM Transactions on Intelligent Systems and Technology, Accepted. 影响因子6.6
• [ACM TOMM] Jiefan Qiu, Dongfu Zhu, Xingyu Gao, Mengqi Jiang, Jiahan Song, Hailong Shi*. mmWave Radar-based Personalized Multi-object Vital Signs Monitoring, ACM Transactions on Multimedia Computing, Communications, and Applications, 2026. 影响因子6.0
• [IEEE TIFS] Jinsheng Xiao, Hao Ma, Ruidi Chen, Xingyu Gao, Hailong Shi*, Zhongyuan Wang. STKPS-Net:Spatio-Temporal Key Patch Selection Network for Anomalous Action Recognition, IEEE Transactions on Information Forensics and Security, 2026. 中科院一区TOP，影响因子8.0，CCF-A
• [ACM TIOT] Bocheng Pan, Hailong Shi*, Xingyu Gao. MPVCD: Multi-Perspective Visual Contrastive Decoding for Reliable Assistance, ACM Transactions on Internet of Things, 2026. 影响因子3.7
• [EST] Shiyu You, Jiageng Ma, Hua Zheng, Xuejun Liu, Hanqin Tian, Yanhong Wu, Sönke Zaehle, Yonghong Wang, Hailong Shi, Rui Li, Hao Shi. Human Activities Dominate Global Trends in Terrestrial Phosphorus Deposition, Environmental Science & Technology, 2026. 中科院一区TOP，影响因子13.1
• [Applied Sciences] Tianhui Fang, Junru Si, Chi Ye, Hailong Shi*. GraphGPT-Patent: Time-Aware Graph Foundation Modeling on Semantic Similarity Document Graphs for Grant-Time Economic Impact Prediction, Applied Sciences, 2026. 影响因子2.9
• [IEEE TCSVT] Xingyu Gao, Zuolei Li, Hailong Shi*, Zhenyu Chen, Peilin Zhao. Scribble-Supervised Video Object Segmentation via Scribble Enhancement, IEEE Transactions on Circuits and Systems for Video Technology, 2025. 中科院一区TOP，影响因子11.1
• [ACM TOMM] Shaojun Zhu, Bincheng Zhu, Kaikai Chi, Jiefan Qiu, Hailong Shi, Xingyu Gao. Maximizing Long-Term Task Completion Ratio of UAV-Enabled Wirelessly-Powered MEC Systems, ACM Transactions on Multimedia Computing, Communications, and Applications, 2025. 影响因子6.0
• [Life Sciences] Zizheng Suo#, Bocheng Pan#, Hailong Shi, Linhui Ma, Yuxiang Zheng, Wenjie Xu, Lina Lin, Enze Zhang, Lijuan Wang, Mingzhu Zhang, Yinyin Qu, Hui Zhenga, Xingyu Gao, Cheng Ni. HL-BscPF: Hybrid learning facilitates brain cell auto-identification in multiple pathologies, Life Sciences, 2025. 影响因子5.1
• [IEEE TNNLS] Hang Ran, Xingyu Gao, Lusi Li, Weijun Li, Songsong Tian, Gang Wang, Hailong Shi, Xin Ning. Brain-Inspired Fast- and Slow-Update Prompt Tuning for Few-Shot Class-Incremental Learning, IEEE Transactions on Neural Networks and Learning Systems, 2024. 中科院一区TOP，影响因子8.9

专利

• 视觉问答方法、装置及计算设备集群. 202511528406.1
• 一种基于元提示和知识驱动的小样本鼓膜图像识别方法. 202510811129.9
• 基于人工智能的小样本鼓膜图像识别与诊断系统. 202411932026.X
• 一种基于分层竞争脉冲神经网络的图像分类方法及系统. 202411330049.3
• 一种基于多模态信息融合的事件图像去模糊方法及系统. 202410680714.5
• 一种基于跨模态大模型的全局视觉引导图像描述生成方法. 2024102936787
• 电力缺陷识别方法、装置、设备、介质和产品. 202311558165.6