Multimedia content analysis, data mining, cross-modal retrieval and streaming video understanding

2012-09--2017-07 University of Chinese Academy of Sciences, PHD

2008-09--2012-07 Jilin University, B.E.

2019-11, Institute of Automation, Chinese Academy of Sciences, Associate Professor

2017-07~2019-10, Institute of Automation, Chinese Academy of Sciences, Assistant Professor

1. Minghua Zhang, Yang Yang, Shengsheng Qian, Qihan Deng, Jing Fang, Kaiquan Cai: ATSIU: A large-scale dataset for spoken instruction understanding in air traffic control. Adv. Eng. Informatics 65: 103170 (2025)

2. Dizhan Xue, Shengsheng Qian, Quan Fang, Changsheng Xu: LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering. IEEE Trans. Multim. 27: 16-27 (2025)

3. Zhenyu Yang, Yuhang Hu, Zemin Du, Dizhan Xue, Shengsheng Qian, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu: SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding. ICLR 2025

4. Dizhan Xue, Shengsheng Qian, Changsheng Xu: Integrating Neural-Symbolic Reasoning With Variational Causal Inference Network for Explanatory Visual Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7893-7908 (2024)

5. Yongxi Li, Wenzhong Tang, Shuai Wang, Shengsheng Qian, Changsheng Xu: Distribution-Guided Hierarchical Calibration Contrastive Network for Unsupervised Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7149-7164 (2024)

6. Shengsheng Qian, Dizhan Xue, Jun Hu, Huaiwen Zhang, Changsheng Xu: Nonparametric Clustering-Guided Cross-View Contrastive Learning for Partially View-Aligned Representation Learning. IEEE Trans. Image Process. 33: 6158-6172 (2024)

7. Yang Yang, Yishan Zhang, Shengsheng Qian, Kaiquan Cai: Scenario-Guided Transformer-Enabled Multi-Modal Unknown Event Classification for Air Transport. IEEE Trans. Intell. Transp. Syst. 25(12): 21658-21671 (2024)

8.Jun Hu, Bryan Hooi, Shengsheng Qian, Quan Fang, Changsheng Xu: MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 36(7): 3281-3296 (2024)

9. Jinguang Wang, Shengsheng Qian, Jun Hu, Richang Hong: Positive Unlabeled Fake News Detection via Multi-Modal Masked Transformer Network. IEEE Trans. Multim. 26: 234-244 (2024)

10. Jinguang Wang, Shengsheng Qian, Jun Hu, Richang Hong: Comment-Context Dual Collaborative Masked Transformer Network for Fake News Detection. IEEE Trans. Multim. 26: 5170-5180 (2024)

11. Xingrui Zhuo, Shengsheng Qian, Jun Hu, Fuxin Dai, Kangyi Lin, Gongqing Wu: Multi-Hop Multi-View Memory Transformer for Session-Based Recommendation. ACM Trans. Inf. Syst. 42(6): 144:1-144:28 (2024)

12. Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian: BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents. ACL (1) 2024: 9811-9827

13. Zhenyu Yang, Shengsheng Qian, Dizhan Xue, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu: Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval. ACM Multimedia 2024: 1245-1254

14. Dizhan Xue, Shengsheng Qian, Changsheng Xu: Few-Shot Multimodal Explanation for Visual Question Answering. ACM Multimedia 2024: 1875-1884

15. Zhenyu Yang, Dizhan Xue, Shengsheng Qian, Weiming Dong, Changsheng Xu: LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval. SIGIR 2024: 80-90

16. Huaiwen Zhang, Xinxin Liu, Qing Yang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu: T3RD: Test-Time Training for Rumor Detection on Social Media. WWW 2024: 2407-2416