π About Me
I am Chengyou Jia (θ΄Ύζι), a Ph.D candidate in Xiβan Jiaotong University, major in Computer Science, under the supervision of Prof. Minnan Luo. I am also working closely with Prof. Xiaojun Chang. I am currently a research intern at Shanghai AI LAB, supervised by Dr. Zhiyong Wu. Before starting my doctoral studies, I received my B.E. degree from Xiβan Jiaotong University in 2021.
I have authored several publications in top-tier conferences and journals, including AAAI, ACM-MM, IEEE TIP, IEEE TCSVT, among others. I also serve as a reviewer for esteemed conferences and journals like ECCV, AAAI, ICASSP, IEEE TIP and IEEE TNNLS.
Research Interests
I am working in the field of CV & Multi-modal. My current research interests and past experience can be summarized as follows:
- Controllable Image Generation: Text-to-image; Layout-to-image; Complex Scene Generation
- Multimodal learning: Multimodal for Open-set Recognition; Multimodal for Automated Agents
- Object Detection & Identification: Person Search, Person Re-Identification
π₯ News
- 2024.07: Β One paper is accepted by ACM-MM 2024. See you in Melbourne, Australia. ππ
- 2023.11: Β Two papers are accepted by AAAI 2024. ππ
- 2023.09: Β One paper is accepted by IEEE TIP. ππ
π Educations
- 2021.09 - 2026.06 (expected), M.S. + Ph.D Student, Computer Science, Xiβan Jiaotong University. β
- 2017.09 - 2021.06, B.S. in Computer Science, Xiβan Jiaotong University.
π» Internships
- 2024.03 - Present, Research Intern @ Shanghai AI LAB. Focus on Multimodal Agents for OS (Operating System).
- 2022.12 - 2024.03, Research Intern @ SGIT AI Lab, State Grid Corporation of China. Focus on Controllable Image Generation.
π Selected Publications
Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition [CCF-A]
Chengyou Jia, Minnan Luo, Xiaojun Chang, Zhuohang Dang, Mingfei Han, Mengmeng Wang, Guang Dai, Sizhe Dang, Jingdong Wang
SSMG: Spatial-semantic map guided diffusion model for free-form layout-to-image generation [CCF-A]
Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Mengmeng Wang, Jingdong Wang
Collaborative Contrastive Refining for Weakly Supervised Person Search [CCF-A]
Chengyou Jia, Minnan Luo, Caixia Yan, Linchao Zhu, Xiaojun Chang, Qinghua Zheng
π§β Other Paper
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ICASSP 2023Towards Real-time Person Search with Invariant Feature Learning [CCF-B]
Chengyou Jia, Minnan Luo, Zhuohang Dang, Xiaojun Chang, Qinghua Zheng -
PreprintPSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement
Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Jingdong Wang, Qinghua Zheng -
AAAI 2024Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation [CCF-A]
Zhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Xiaojun Chang, Jingdong Wang -
IEEE TIPDisentangled Generation with Information Bottleneck for Enhanced Few-Shot Learning [CCF-A]
Zhuohang Dang, Minnan Luo, Jihong Wang, Chengyou Jia, Caixia Yan, Guang Dai, Xiaojun Chang, Qinghua Zheng -
IEEE TCSVTCounterfactual Generation Framework for Few-Shot Learning [CCF-B]
Zhuohang Dang, Minnan Luo, Chengyou Jia, Caixia Yan, Xiaojun Chang, Qinghua Zheng
π Honors and Awards
Honors
- Oct.2022 β Outstanding Graduate Student of Xiβan Jiaotong University, Award.
- Jun.2021 β Excellent bachelor degree thesis award (Top 1%), Award.
- Jun.2021 β Outstanding Graduate Student of Xiβan Jiaotong University, Award.
- Sep.2019 β Outstanding Student in Xiβan Jiaotong University
- Sep.2018 β Outstanding Student in Xiβan Jiaotong University
Competition Awards
- Jun.2021 β Top 1% in the TianChi Global Video Cloud Innovation Challenge, Video Object Segmentation Algorithm Challenge (8/2904).
π Scholarships
- 2023.09 β Freshman First Prize Scholarship (PhD)
- 2022.09 β First-Class Fellowships for Graduate Students at Xiβan Jiaotong University, Fellowships.
- 2020.09 β Computer Science Special Scholarship at Xiβan Jiaotong University, Fellowships.
π¬ Academic Services
- Reviewer: ECCV, AAAI, ICASSP, IEEE TIP and IEEE TNNLS.