YANLI JI, PhD graduate from Kyushu University, Japan; Visiting Researcher at the University of Tokyo. Recipient of the title of Shenzhen High-Level Talent and honoree of the 2023 AI Chinese Women Young Scholars List. She has published more than 60 papers in CCF A-ranked high quality and filed more than 30 patents. Earned the Best Paper Award at the 28th Australasian Database Conference, and a Best Paper Nomination at the 20th China Virtual Reality Conference.

She is a Senior Member of the China Computer Federation (CCF)，Executive Committee Member and Deputy Secretary-General of the Youth Working Committee of the China Society of Image and Graphics (CSIG)，and Chair of the SAC Committee of VALSE. She has participated in organizing prestigious international conferences including ACMMM 2021, ACMMM Asia 2021 and ACCV2022, and has served as Program Chair, Workshop Chair and other academic roles for more than 20 times at domestic and international academic events, such as the Vision and Learning Seminar for Young Scholars (VALSE) and the ACM SIGAI CHINA Symposium at TURC.

Representative Publications (past 5-10 years, in order of impact)：

1.K Gedamu, Y JI*, Y Yang, J Shao, H T Shen. Self-supervised Sub-Action Parsing Network for Semi-supervised Action Quality Assessment, TIP, 2024. (IF = 10.8)

2.X Liang, Y JI*, W-S Zheng, W Zuo, X Zhu. SV-Learner: Support-Vector Contrastive Learning for Robust Learning with Noisy Labels, TKDE, 2024. (IF = 8.9)

3.Z Lin, Y JI*, Y Yang, Independence Adversarial Learning for Cross-modal Sound Separation. AAAI, 2024. (CCF A)

4.J Huang, Y JI*, Y Yang, H T Shen. Dominant SIngle-Modal SUpplementary Fusion (SIMSUF) For Multimodal Sentiment Analysis, TMM, 2023.  (IF = 8.4)

5.K Gedamu, Y JI*, Y Yang, J Shao, H T Shen. Fine-grained Spatio-temporal Parsing Network for Action Quality Assessment, TIP, Vol.32, pp. 6386-6400, 2023. (IF = 10.8)

6.Y JI, L Ye, H Huang, L Mao, Localization-assisted Uncertainty Score Disentanglement Network for Action Quality Assessment, ACM MM, pp. 8590–8597, 2023. (CCF A)

7.J Huang, Y JI*, Y Yang, H T Shen. Cross-modality Representation Interactive Learning for Multimodal Sentiment Analysis. ACM MM, 2023. (CCF A)

8.K Gedamu, Y JI*, L Gao, Y Yang, H T Shen. Relation-mining self-attention network for skeleton-based human action recognition, Pattern Recognition, Vol. 139, 109455, 2023. (IF = 8.6)

9.Y JI, S Ma, X Xu, X Li, HT Shen, Self-supervised Fine-grained Cycle-Separation Network (FSCN) for Visual-Audio Separation, TMM, Vol.25, pp. 5864-5876, 2022. (IF = 8.4)

10.L Gao, Y JI*, Y Yang, H T Shen, Global-local Cross-view Fisher Discrimination for View-Invariant Action Recognition, ACM MM, pp. 5255–5264, 2022. (CCF A)

11.G Wang, X Xu, F Shen, H Lu, Y JI, HT Shen. Cross-modal Dynamic Networks for Video Moment Retrieval with Text Query, TMM, 2022. (IF = 8.4)

12.Y JI, Y Hu, Y Yang, HT Shen. Region Attention Enhanced Unsupervised Cross-Domain Facial Emotion Recognition, IEEE Transactions on Knowledge and Data Engineering, Vol. 35(4), pp. 4190-4201, 2023. (IF = 8.9)

13.X Zhu, H Li, HT Shen, Z Zhang, Y JI, Y Fan. Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks, Information Fusion, Vol. 75, 131-139, 2021.

14.S Ma, Y JI*, X Xu, X Zhu. Vision-guided Music Source Separation via a Fine-grained Cycle-Separation Network, ACMMM, 4202-4210, 2021. (CCF A)

15.L Gao, Y JI*, X Xu, X Zhu, HT Shen. View-invariant Human Action Recognition via View Transformation Network, TMM, Vol. 24, pp. 4493-4503, 2022. (IF = 8.4)

16.K Gedamu, Y JI*,Y Yang, L Gao, HT Shen. Arbitrary-view human action recognition via novel-view action generation, Pattern Recognition, Vol. 118, 108043, 2021.(IF = 8.6)

17.Y Fu, M Zhang, X Xu, Z Cao, C Ma, Y JI, K Zuo, H Lu. Partial Feature Selection and Alignment for Multi-Source Domain Adaptation, CVPR, 2021. (CCF A)

18.M Zhang, Y Yang, X Chen, Y JI, X Xu, J Li, HT Shen. Multi-stage aggregated transformer network for temporal language localization in videos, CVPR, 2021. (CCF A)

19.L Peng, Y Yang, X Zhang, Y JI, H Lu, HT Shen. Answer Again: Improving VQA with Cascaded-Answering Model, IEEE Transactions on Knowledge and Data Engineering, 2020. (IF = 8.9)

20.Y JI, Y Yang, F Shen, HT Shen, WS Zheng. Arbitrary-view Human Action Recognition: A Varying-view RGB-D Action Dataset, TCSVT, Vol. 31 (1), 289-300, 2020.(IF = 8.3)

21.J Wei, X Xu, Y Yang, Y JI, Z Wang, HT Shen. Universal Weighting Metric Learning for Cross-modal Matching, CVPR, 2020. (CCF A)

22.Y Li, A Bozic, T Zhang, Y JI, T Harada, M Nießner. Learning to Optimize Non-Rigid Tracking, CVPR, 2020. (CCF A)  

23.Y JI, Y Zhan, Y Yang, X Xu, F Shen, HT Shen, A Context Knowledge Map Guided Coarse-to-Fine Action Recognition, TIP, Vol. 29, 2742-2752, 2019. (IF = 10.8)

24.Y JI, F Xu, Y Yang, N Xie, HT Shen, T Harada. Attention Transfer (ANT) Network for View-invariant Action Recognition, ACM MM, 574-582, 2019. (CCF A)

25.Y JI, Y Yang, F Shen, HT Shen, X Li. A Survey of Human Action Analysis in HRI Applications, TCSVT, Vol. 30 (7), 2114-2128, 2020. (IF = 8.3)

Patents：

1.An automatic attendance method based on visual head detection, ZL201711161391.5, March 2021

2. An Attention-Based Intelligent Supervision Method Based on Gaze Estimation, ZL201710546644.4, 2020-04

3. A hand pose estimation method based on depth information and correction approaches, ZL201610321710.3, 2019-08

4. A hand global pose detection method based on depth data, ZL201610093720.6, 2019-07

5. A Three-Dimensional Gesture Pose Estimation Method and System Based on Deep Data, ZL201510670919.6, 2019-06

6. Method for Estimating 3D Gaze Direction Based on Eye Keypoint Detection, ZL201611018884.9, 2019-03-15

7. A Continuous Character Gesture Trajectory Recognition Method Based on STDW, ZL201610688950.7, January 2019

8. A Human-Computer Interaction Method Based on Eye Movement Tracking, ZL201310684342.5, 2016-08

9.Method for Action Recognition from Arbitrary Perspectives, ZL202011541269.2, March 2022

10. Controllable Expression Generation Method with Style Transfer Integration, ZL202011618332.8, April 2022

11. Visual-assisted Cross-modal Audio Signal Separation Method, ZL202011537001.1, 2022-07

12. Method for Converting Text into Specified Style Speech, ZL202010128298.X, 2023-04-18

13. Action Quality Assessment Method Based on Quality Score Decoupling, 202310465335X, 2023-04-26