
基本情况:
彭道万,男,重庆人,博士,讲师,中国人工智能学会会员,受邀担任多个人工智能领域国际顶级会议审稿人,包括计算机视觉领域学术会议CVPR、ICCV、WACV,多媒体计算领域学术会议ACM MM、IEEE ICME、IEEE ICASSP,数据挖掘领域学术会议ACM CIKM等。
教育经历:
2013年9月-2017年6月,重庆邮电大学,本科,计算机科学与技术;
2017年9月-2020年6月,重庆邮电大学,硕士,计算机科学与技术;
2021年9月-2025年6月,华中科技大学,博士,计算机应用技术。
工作经历:
2020年7月-2021年7月,华为技术有限公司,工程师;
2025年12月-至今,浪live
,浪live
,讲师。
研究方向:
多模态机器学习、视觉推理、因果推理、智能信息处理等。
已发表论文:
● Y. Liu*, D. Peng*, W. Wei, et al. “Detection-based Intermediate Supervision for Visual Question Answering.” In Proceedings of the 38th AAAI Conference on Artificial Intelligence. (AAAI 2024,CCF-A类)
● D. Peng, W. Wei. “Towards Deconfounded Visual Question Answering via Dual-causal Intervention.” In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. (CIKM 2024,CCF-B类)
● D. Peng, W. Wei. “Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation.” In 2024 IEEE International Conference on Multimedia and Expo. (ICME 2024,CCF-B类)
● D. Peng, W. Wei, X. Mao, et al. “An Empirical Study on the Language Modal in Visual Question Answering.” In Proceedings of the 32nd International Joint Conference on Artificial Intelligence. (IJCAI 2023,CCF-A类)
● Y. Liu, W. Wei, D. Peng, et al. “Declaration-based Prompt Tuning for Visual Question Answering.” In Proceedings of the 31st International Joint Conference on Artificial Intelligence. (IJCAI 2022,CCF-A类)
● Y. Liu, W. Wei, D. Peng, et al. “Depth-Aware and Semantic Guided Relational Attention Network for Visual Question Answering.” IEEE Transactions on Multimedia, 2022. (IEEE TMM,CCF-B类)
● S. Xia, D. Peng, D. Meng, et al. “Ball k-Means: Fast Adaptive Clustering with No Bounds.” IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020. (IEEE TPAMI,CCF-A类)
联系方式:
邮箱:[email protected]或[email protected]