简介

2023.9-至今，上海对外经贸大学统计与数据科学学院任教。主要研究领域为：深度学习、多模态（计算机视觉与语言任务）、智能体、商务智能决策（CTR、时间序列预测、量化）。相关研究成果发表在CVPR、ICML、ACM MM、IROS、ACCV、ICME、ICMR、Neurocomputing、Journal of Computer Science and Technology 等国际会议和期刊上。主持上海市教委相关科研与教学改革项目，参与多项多模态智能、机器人感知与视觉语言理解相关研究工作。指导学生获得校级研究生优秀学位论文、中国国际大学生创新大赛国赛银奖、上海市计算机应用能力大赛一等奖等奖项。

部分发表论文

1. Qiang Sun, Yu Xie, Lu Bai, Yanwei Fu. Independent Vision and Language Adapters for Referring Image Segmentation. International Conference on Intelligent Computing(ICIC) 2026 (Accepted).

2. Shuai Zhao, Qiang Sun. Geometry-Aware Multi-Frequency Transformer for
   Blind Image Inpainting. International Conference on Intelligent Computing(ICIC) 2026 (Accepted).

3. Yiwen Chen, Qiang Sun. EmoCoT: An Agentic Framework for Instance-Level Emotion Understanding.  International Conference on Intelligent Computing(ICIC) 2026 (Accepted).

4. Jianxiang Zang, Yongda Wei, Ruxue Bai, Shiyu Jiang, Nijia Mo, Binhong Li, Qiang Sun and Hui Liu. Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios. In ICML 2026 (Accepted)

5. Qiang Sun, Yan-Wei Fu, and Xiang-Yang Xue. Learning a mixture of conditional gating blocks for visual question answering. Journal of Computer Science and Technology 39, no. 4 (2024): 912-928.

6. Jinyu Zhang, Yongchong Gu, Jianxiong Gao, Haitao Lin, Qiang Sun, Xinwei Sun, Xiangyang Xue, and Yanwei Fu. Lac-net: Linear-fusion attention-guided convolutional network for accurate robotic grasping under the occlusion. In 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 10059-10065. Ieee, 2024.

7. Huo, Jingyang, Qiang Sun, Boyan Jiang, Haitao Lin, and Yanwei Fu. Geovln: Learning geometry-enhanced visual representation with slot attention for vision-and-language navigation. In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp. 23212-23221. 2023.

8. Yu Xie, Qiang Sun, and Yanwei Fu. Exploring lottery ticket hypothesis in few-shot learning. Neurocomputing 550 (2023): 126426.

9. Qiang Sun, Haitao Lin, Ying Fu, Yanwei Fu, and Xiangyang Xue. Language guided robotic grasping with fine-grained instructions. In 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 1319-1326. Ieee, 2023.

10. Yifeng Zhuang, Qiang Sun, Yanwei Fu, Lifeng Chen, Xiangyang Xue. Local Slot Attention for Vision and Language Navigation[C]//International Conference on Multimedia Retrieval (ICMR),2022:545-553

11. Qiang Sun, Yifeng Zhuang, Zhengqing Chen, Yanwei Fu, Xiangyang Xue. Depth-guided adain and shift attention network for vision-and-language navigation[C]//IEEE International Conference on Multimedia and Expo (ICME), 2021:1-6

12. Qiang Sun, Binghui Xie, Yanwei Fu. Second order enhanced multi-glimpse attention in visual question answering[C]// Asian Conference on Computer Vision (ACCV), 2020:87-103

13. Qiang Sun, and Yanwei Fu. Stacked self-attention networks for visual question answering. In Proceedings of the 2019 on International Conference on Multimedia Retrieval, pp. 207-211. 2019.

14. Wenxuan Wang, QiangSun, Yanwei Fu, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang, and Xiangyang Xue. Comp-GAN: Compositional generative adversarial network in synthesizing and recognizing facial expression[C]//ACM International Conference on Multimedia (ACM MM), 2019:211-219

科研项目

1. 主持上海市教委上海高校青年教师培养资助计划项目，《自然语言处理》课程思政建设及探索，2023-2025

2. 主持上海市教委人工智能促进科研范式改革赋能学科跃升计划项目，基于多模态指令的通用图像分割框架，2025-2026

3. 主持横向项目，机械臂仿真规划系统，2026

奖项情况

1. 学院科研新锐奖

2. 创新实践优秀指导教师

指导学生

1. 校级研究生优秀学位论文

2. 中国国际大学生创新大赛国赛银奖

3. 上海计算机应用能力大赛一等奖