Projects per year
Personal profile
Personal profile
Dr. Jin holds PhD in Pattern Recognition and Intelligent System from National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, MSc in Computer Software and Theory from North Western Polytechnical University. He was awarded as the young and middle-aged academic leader of the Qing Lan Project in Jiangsu universities in 2022. Dr. Xiaobo Jin interests lie in the areas of machine learning and computer vision. He has published over 60 papers including international authoritative journals and conferences such as IEEE transactions on NNLS, TIP, CVPR, ECAI, ICDM, TIFS, Pattern Recognition, Information Sciences, Cognitive Computation and Neucomputation. He has presided two Natural Science Fund of China projects. As a main explorer, he participated in 4 natural science funds. Dr. Jin attended four international machine learning competitions including Web Spam Challenge 2007/2008, ECML 2010 Discovery Challenge, Baidu Cup Challenge 2016 (as the team leader) and won four champions.
What's New?
- (PG) Chong Zhang et al., Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning, ACCV 2024 (Asian Conference on Computer Vision), CCF C. Acceptance rate: 32%
- (PG) Chong Zhang et al., Goal-guided Generative Prompt Injection Attack on Large Language Models, ICDM 2024, Top conference on data mining. CCF B. Acceptance rate: 19.5%
- (PG) Chong Zhang et al., Accelerating Attentional Generative Adversarial Networks with Sampling Blocks, ICONIP 2024, CCF C.
- (Oxford University) Shreyank N Gowda et al., Watt for What: Rethinking Deep Learning's Energy-Performance Relationship, Workshop on Green Foundation Models ECCV 2024.
- (PG) Chong Zhang et al., Target-driven Attack for Large Language Models, ECAI 2024 (European Conference on Artificial Intelligence), CCF B, Acceptance rate 23%
- (UG) Zile Huang et al. , Better Sampling, towards Better End-to-end small Object Detection, CASA 2024, CCF C.
- (PG) Fukai Zhang et al., Hybrid attention network for citrus disease identification, Computers and Electronics in Agriculture, 2024. Top one journal in agriculture.
- (UG) Haochen Xue et al. , Multi-task Prompt Words Learning for Social Media Content Generation, IJCNN 2024, CCF C.
- (Phd.) Yiming Lin et al., Context Does Matter: End-to-end Panoptic Narrative Grounding with Deformable Attention Refined Matching Network, ICDM 2023. Top conference on data mining. Acceptance rate: 19.94%, CCF B.
- (Phd.) Zihan Ye et al., Rebalanced Zero-shot Learning, IEEE Transactions on Image Processing, CCF A. 2023.
- (UG) Haochen Xue et al., Automatic Image Blending Algorithm Based on SAM and DINO, ICONIP 2023. CCF C.
- (PG) Fukai Zhang, et al., WCANET: Wavelet Channel Attention Network for Citrus Variety Identification. ICIP 2023. CCF C.
Research interests
Machine Learning
Computer Vision
Web Mining/Natural Language Processing
Experience
2019-Now, Associate Professor, Xian Jiaotong-Liverpool University
2013-2019, Associate Professor, Henan University of Technology
2010-2013, Lecturer, Henan University of Technology
Teaching
INT401 Fundamentals of Machine Learning
INT104 Artificial Intelligence
INT410 Advanced Pattern Recognition
INT411 Reinforcelment Learning
INT307 Multimedia Security System
EEE101 C Programming and Software Engineering 1
Awards and honours
2021,Young and Middle-aged Academic Leader of Cyan and Blue Project in Jiangsu universities (江苏省高校青蓝工程中青年学术带头人)
2019 Best Teacher in My Heart by 2019 graduate students at the 9th I Love My Teacher Program of Henan University of Technology.
2016 First Prize, CCF Challenge on NLP and Intelligent Analysis,Baidu Cup, Team Leader
2010 First Prize, ECML PKDD Discovery Challenge, prestigious academic competition in machine learning and data mining, funded by Google
2008 First Prize, Web Spam Challenge, AIRWeb, major competition in web spam
2007 First Prize, Web Spam Challenge, AIRWeb, major competition in web spam
Education/Academic qualification
PhD, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences
MSc, North Western Polytechnical University
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Self-supervised noise source detection and separation method
Liu, S., Kang, F., Wang, Q., Jin, X., Hu, X., Wu, M., Guo, J. & Hao, S.
1/01/24 → 31/12/25
Project: Governmental Research Project
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Compliant Recommendation Methodology Based on Causal Reasoning
Wang, J., Wang, Q., Zhang, H., Jin, X., Yin, C. & feng, K.
1/07/23 → 1/07/25
Project: Governmental Research Project
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Accelerating Attentional Generative Adversarial Networks with Sampling Blocks
Zhang, C., Jin, M., Yu, Q., Xue, H., Yang, X. & Jin, X., Aug 2024, International Conference on Neural Information Processing (ICONIP), 2024.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Better Sampling, towards Better End-to-end small Object Detection
Huang, Z., Zhang, C., Jin, M., Wu, F., Liu, C. & Jin, X., May 2024, International Conference on Computer Animation and Social Agents (CASA), 2024.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning
Zhang, C., Jin, M., Yu, Q., Xue, H., Gowda, S. N. & Jin, X., Sept 2024, Asian Conference on Computer Vision (ACCV) 2024.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Goal-guided Generative Prompt Injection Attack on Large Language Models
Zhang, C., Jin, M., Yu, Q., Liu, C., Xue, H. & Jin, X., Sept 2024, IEEE International Conference on Data Mining (ICDM), 2024.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Hybrid attention network for citrus disease identification
Zhang, F., Jin, X., Lin, G., Jiang, J., Wang, M., An, S., Hu, J. & Lyu, Q., May 2024, In: Computers and Electronics in Agriculture. 220, 108907.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus)
Activities
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International Conference on Neural Information Processing (ICONIP) 2024 (External organisation)
Xiaobo Jin (Chair)
Aug 2024Activity: Membership › Membership of committee
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IEEE (External organisation)
Xiaobo Jin (Chair)
2024 → …Activity: Membership › Membership of committee
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Optimizations in Machine Learning
Xiaobo Jin (Speaker)
Oct 2023Activity: Talk or presentation › Invited talk
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International Conference on Computing and Pattern Recognition (ICCPR) 2023
Xiaobo Jin (Participant)
Oct 2023Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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Exploring Spatial-temporal Modeling for Action Recognition Based on Deep Neural Network
Xiaobo Jin (Supervisor)
1 Jul 2023Activity: Supervision › PhD Supervision