Chunbo Lang (郎春博)
🎓Biography
Chunbo Lang is currently a final-year PhD student in School of Automation at the Northwestern Polytechnical University (NWPU), under the supervision of Prof. Gong Cheng. His research interests cover a range of topics in computer vision and machine learning, such as few-shot learning, segmentation, and remote sensing image understanding. He is also interested in the application of evolutionary computing and swarm intelligence. His work has been published in prestigious journals and conferences, including T-PAMI, IJCV, T-IP, T-CSVT, T-GRS, CVPR, IJCAI, etc.
[Job Search] I am actively seeking an overseas postdoctoral position with a planned start date after December 2024. If my research experience aligns with your interests, please feel free to reach out to me without any hesitation.
🔥News
[02/2024] Two papers are accepted to IEEE T-CSVT on the same day, Q1, IF 8.4.
[11/2023] Pacemaker to Outstanding Postgraduates & Top Grade Scholarship (the highest honor for individual students of NWPU, only 10 slots).
[10/2023] National Scholarship for Doctoral Students (1/61).
[09/2023] One paper is accepted to IEEE T-PAMI, Q1, IF 23.6, Top.
[09/2023] One paper is accepted to IEEE T-IP, Q1, IF 10.6, CCF-A.
[08/2023] Extended version of conference paper—DCP is accepted to IJCV, Q1, IF 19.5, Top.
[07/2023] One paper is accepted to IEEE T-GRS, Q1, IF 8.2.
[06/2023] One paper is accepted to IEEE T-GRS, Q1, IF 8.2.
[04/2023] Extended version of conference paper—BAM is accepted to IEEE T-PAMI, Q1, IF 23.6, Top, ESI Highly Cited Paper.
[07/2022] One paper is accepted to IEEE T-PAMI, Q1, IF 23.6, Top, ESI Highly Cited Paper.
[06/2022] One co-authored paper is accepted to IEEE T-GRS, Q1, IF 8.2, ESI Highly Cited Paper.
[04/2022] One paper is accepted to IJCAI'22 as LONG oral presentation (3.75%), CCF-A.
[03/2022] One paper is accepted to CVPR'22 as oral presentation (4.19%), CCF-A.
[07/2021] One co-authored paper is accepted to Expert Systems with Applications (ESWA), Q1, IF 8.5, ESI Highly Cited Paper.
[07/2021] One co-authored paper is accepted to IEEE T-GRS, Q1, IF 8.2, ESI Highly Cited Paper.
[12/2020] One co-authored paper is accepted to Science China Information Sciences (SCIS), Q1, IF 8.8.
[10/2019] National Scholarship for Undergraduates (1/67).
[07/2019] Postgraduate recommendation to NWPU, bachlor-straight-to-doctorate student.
[06/2019] One paper is accepted to Remote Sensing, Q1, IF 5.0, ESI Highly Cited Paper.
📑Publications [Google Scholar]
Base and Meta: A New Perspective on Few-shot Segmentation
Chunbo Lang, Gong Cheng, Binfei Tu, Chao Li, Junwei Han.
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2023. (ESI Highly Cited Paper)
Holistic Prototype Activation for Few-Shot Segmentation
Gong Cheng, Chunbo Lang, Junwei Han. (co-authored with advisor)
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022. (ESI Highly Cited Paper)
Mutual-Assistance Learning for Object Detection
Xingxing Xie*, Chunbo Lang*, Shicheng Miao*, Gong Cheng, Ke Li, Junwei Han. (*: equal contribution)
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2023.
Few-shot Segmentation via Divide-and-conquer Proxies
Chunbo Lang, Gong Cheng, Binfei Tu, Junwei Han.
International Journal of Computer Vision (IJCV), 2023.
Learning What Not to Segment: A New Perspective on Few-Shot Segmentation
Chunbo Lang, Gong Cheng, Binfei Tu, Junwei Han.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Conference (CVPR), 2022. (Oral)
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation
Chunbo Lang*, Binfei Tu*, Gong Cheng, Junwei Han. (*: equal contribution)
International Joint Conference on Artificial Intelligence (IJCAI), 2022. (LONG Oral)
Retain and Recover: Delving into Information Loss for Few-Shot Segmentation
Chunbo Lang, Gong Cheng, Binfei Tu, Chao Li, Junwei Han.
IEEE Transactions on Image Processing (T-IP), 2023.
Global Rectification and Decoupled Registration for Few-Shot Segmentation in Remote Sensing Imagery
Chunbo Lang, Gong Cheng, Binfei Tu, Junwei Han.
IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2023.
Progressive Parsing and Commonality Distillation for Few-shot Remote Sensing Segmentation
Chunbo Lang, Junyi Wang, Gong Cheng, Binfei Tu, Junwei Han.
IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2023.
Understanding Negative Proposals in Generic Few-Shot Object Detection
Bowei Yan*, Chunbo Lang*, Gong Cheng, Junwei Han.
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2024. (*: equal contribution)
Retentive Compensation and Personality Filtering for Few-Shot Remote Sensing Object Detection
Jiashan Wu*, Chunbo Lang*, Gong Cheng, Xingxing Xie, Junwei Han.
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2024. (*: equal contribution)
SPNet: Siamese-Prototype Network for Few-Shot Remote Sensing Image Scene Classification
Gong Cheng, Liming Cai, Chunbo Lang, Xiwen Yao, Jinyong Chen, Lei Guo, Junwei Han.
IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2022. (ESI Highly Cited Paper)
Remora Optimization Algorithm
Heming Jia, Xiaoxu Peng, Chunbo Lang.
Expert Systems with Applications (ESWA), 2021. (ESI Highly Cited Paper)
Feature Enhancement Network for Object Detection in Optical Remote Sensing Images
Gong Cheng, Chunbo Lang, Maoxiong Wu, Xingxing Xie, Xiwen Yao, Junwei Han.
Journal of Remote Sensing (JRS), 2021.
Task-wise Attention Guided Part Complementary Learning for Few-shot Image Classification
Gong Cheng, Ruimin Li, Chunbo Lang, Junwei Han.
Science China Information Sciences (SCIS), 2021.
Dynamic Harris Hawks Optimization with Mutation Mechanism for Satellite Image Segmentation
Heming Jia, Chunbo Lang, Diego Oliva, Wenlong Song, Xiaoxu Peng. (co-authored with advisor)
Remote Sensing (RS), 2019. (ESI Highly Cited Paper)
🏆Awards
Pacemaker to Outstanding Postgraduates & Top Grade Scholarship (only 10 slots at university) 2023
National Scholarship for Doctoral Students (1/61) 2023
Cultivation Foundation for Excellent Doctoral Dissertation (优秀博士论文培育基金) 2023
Innovation Foundation for Doctor Dissertation (Key Project) 2023
First-Class Scholarship for Postgraduates (5%) 2021, 2022, 2023
National Scholarship for Undergraduates (1/67) 2019
Hand-in-Hand Scholarship for Undergraduates (牵手奖学金, 1/210) 2017
First-Class Scholarship for Undergraduates (7%) 2016, 2017, 2018, 2019
💬Talks
[08/2023] Base and Meta: A New Perspective on Few-shot Segmentation at VALSE.
[09/2022] The Frontiers in Few-Shot Segmentation at OpenMMLab.
[06/2022] Learning What Not to Segment: A New Perspective on Few-Shot Segmentation at VALSE.
✍️Service
Journal Reviewer:
International Journal of Computer Vision (IJCV)
IEEE/CAA Journal of Automatica Sinica (JAS)
IEEE Transactions on Multimedia (T-MM)
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
IEEE Transactions on Geoscience and Remote Sensing (T-GRS)
IEEE Transactions on Intelligent Transportation Systems (T-ITS)
IEEE Transactions on Emerging Topics in Computational Intelligence (T-ETCI)
IEEE Transactions on Cognitive and Developmental Systems (T-CDS)
IEEE Transactions on Artificial Intelligence (T-AI)
IEEE Geoscience and Remote Sensing Magazine (GRSM)
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)
IEEE Access
SCIENCE CHINA Information Sciences (SCIS)
International Journal of Machine Learning and Cybernetics (IJMLC)
Scientific Reports
Frontiers of Computer Science (FCS)
Signal Processing: Image Communication (SPIC)
The Journal of Supercomputing (JoS)
IET Image Processing
Conference Reviewer:
IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR)
IEEE/CVF International Conference on Computer Vision (ICCV)
European Conference on Computer Vision (ECCV)
International Conference on Pattern Recognition (ICPR)
Asian Conference on Computer Vision (ACCV)
Chinese Conference on Pattern Recognition and Computer Vision (PRCV)
📑Additional information
🏸He often plays badminton to relax his neck, and of course, the frequency of his physical activities depends on approaching deadlines😂. Please invite him to play together if possible, and he would greatly appreciate it.
🏊Swimming is also one of his hobbies, proficient in all strokes.
🏃He was a former member of the university track and field team, participating in the provincial college student games. His primary event was high jump, with long jump as a secondary event.
🤖More skills are being cultivated...
© Chunbo Lang | Last updated: 4/4/2024