中科院计算所视觉信息处理与学习组
中科院计算所视觉信息处理与学习组
李亮

职 称:副研究员

电子邮箱:liang.li@ict.ac.cn

通讯地址:北京市海淀区中关村科学院南路6号计算所

研究方向:计算机视觉、多媒体内容分析、跨媒体智能

 李亮,博士,副研究员。主要从事多媒体内容分析、计算机视觉和跨媒体智能等方向的研究,在计算机视觉和多媒体领域的国际顶级期刊和会议IEEE TMM, IEEE TNNLS, CVPR, ICCV, IJCAI, DCC, ACM MM等上发表和录用论文50余篇,谷歌引用1100余次,获国际会议最佳论文奖1次, ESI高被引文章3篇,编写译著1部。是IEEE会员、ACM会员、CCF和CAAI会员,担任多个国际学术会议的组织委员会成员。入选中科院青促会,计算所“百星计划”,获2015年 ACM ICIMCS杰出服务奖、2014年Gamenets最佳论文奖、2013年中科院院长优秀奖、2012年计算所所长特别奖、2008年Robocon亚太大学生机器人大赛国内赛和国际赛冠军等。

学术服务
刊物服务
  • Multimedia Technology and Application (MTAP) 客座编辑
  • IEEE TIP, IEEE TNNLS, IEEE TMM, IEEE CSVT, IEEE T-SMC, PR, Neurocomputing, JVCIR, MTAP等国际期刊审稿人
会议服务
  • ACM Multimedia Asia 2019, Local Arrangement Chair
  • CSIG SOMIA 2018, Organization Chair
  • IEEE GlobalSIP2017 Symposium of Knowledge-based Multimedia Computing, General Co-chair
  • International Conference on Internet Multimedia Computing and Service (ICIMCS) 2017 Special Session Chair
  • Pacific Rim Conference on Multimedia (PCM) 2017 Local Chair
  • International Conference on Internet Multimedia Computing and Service (ICIMCS) 2015 Organization Chair
  • IEEE TMM, IEEE TSMC, PR, Neurocomputing, ACM Multimedia, CVPR, ICME, ICIP, ICIMCS, PCM等国际期刊和会议审稿人
经历
教育经历
  • 2008.9~2013.6 中国科学院计算技术研究所 中科院智能信息处理重点实验室 计算机应用技术专业 工学博士
  • 2004.9~2008.7 西安交通大学 信息工程专业
学术经历
  • ACM SIGMM China Chapter高校合作联系人
著论

著作

1.   《CUDA C编程权威指南》【美】 John Cheng, Max Grossman, Ty McKercher 著. 颜成钢,殷建,李亮 译. 北京:机械工业出版社,2017年6月. ISBN:9787111565475 【pdf】

论文


1. [MM20] Dechao Meng, Liang Li*, Shuhui Wang, Zheng-Jun Zha, Qingming Huang Fine-grained Feature Alignment with Part Perspective Transformation for Vehicle ReID, ACM MM 2020 (多媒体领域顶级会议,CCF A类)

2. [MM20] Xuejing Liu, Liang Li*, Zheng-Jun Zha, Dechao Meng, Qingming Huang. Transferrable Referring Expression Grounding with Concept Transfer and Context Inheritance, ACM MM 2020 (多媒体领域顶级会议,CCF A类)

3. [MM20] Liang Li, Shijie Yang, Li Su, Chengang Yan, Zheng-Jun Zha, Qingming Huang. Diverter-Guider Recurrent Network for Diverse Poems Generation from Image, ACM MM 2020 (多媒体领域顶级会议,CCF A类)

4. [MM20] Beichen Zhang, Liang Li*, Jincan Deng, Shuhui Wang, Zheng-Jun Zha, Qingming Huang. Structural Semantic Adversarial Active Learning for Image Captioning, ACM MM 2020 (多媒体领域顶级会议,CCF A类)

5. [MM20] Zhenhuan Liu, Jincan Deng, Liang Li*, Shaofei Cai, Qianqian Xu, Qingming Huang. IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning, ACM MM 2020 (多媒体领域顶级会议,CCF A类)

6. [MM20] Lixuan Meng, Jun Li, Jian Yin, Wu Liu, Hongtao Xie, Liang Li. Multi-Features Fusion and Decomposition for Age-Invariant Face Recognition, ACM MM 2020 (多媒体领域顶级会议,CCF A类)

7. [CVPR20] Beichen Zhang, Liang Li*, Shijie Yang, Shuhui Wang, Zheng-jun Zha, Qingming Huang. State-relabeling adversarial active learning. IEEE CVPR 2020 (Oral,计算机视觉顶级会议,CCF A类)

8. [CVPR20] Mengde Chao, Liang Li*, Xuejing Liu, Yadong Li, et al. Parsing-based View-aware Embedding Network for Vehicle Re-Identification. IEEE CVPR 2020 (计算机视觉顶级会议,CCF A类)

9. [CVPR20] Shuhao Cui, Shuhui Wang, Junbao Zhuo, Liang Li, Qingming Huang Towards discriminability and diversity: batch nuclear-norm maximization on output under label insufficient situations. IEEE CVPR 2020 (Oral,计算机视觉顶级会议,CCF A类)

10.[CVPR20] Yukun Huang, Zheng-jun Zha, Xueyang Fu, Richang Hong, Liang Li. Real-world Person Re-Identification via Degradation Invariance Learning. IEEE CVPR 2020 (计算机视觉顶级会议,CCF A类)

11. [IJCAI20] Shijie Yang, Liang Li*, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian. A structured latent variable recurrent network with stochastic attention for generating Weibo comments. IJCAI2020 (人工智能领域顶级会议,CCF A类)

12. [TOMM20] Liang Li, Xinge Zhu, Shuhui Wang, Xinyu Gao, Qingming Huang. A Hierarchical CNN-RNN Approach for Visual Emotion Classification. ACM TOMM 2020(多媒体领域顶级期刊,CCF B类)

13. [ICCV19] Xuejing Liu, Liang Li*, Zheng-Jun Zha, Dechao Meng, Qingming Huang. Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding, IEEE ICCV 2019 (计算机视觉顶级会议,CCF A类会议)

14. [MM19] Shijie Yang, Liang Li*, Shuhui Wang, Qingming Huang and Qi Tian. SRN: Structured Stochastic Recurrent Network for Linguistic Video Prediction. ACM MM 2019 (Oral,多媒体领域顶级会议,CCF A类)

15. [MM19] Xuejing Liu, Liang Li*, Zhengjun Zha, Qingming Huang. Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding. ACM MM 2019 (Oral,多媒体领域顶级会议,CCF A类)

16. [MM19] Peng Zhang, Li Su, Liang Li, Guorong Li, Qingming Huang. Efficient Saliency Prediction Models with Knowledge Distillation. ACM MM 2019 (Oral,多媒体领域顶级会议,CCF A类)

17. [TMM19] Shijie Yang, Liang Li*, Qingming Huang and Qi Tian. SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning, IEEE TMM 2019 (多媒体领域顶级期刊,JCR一区)

18. [TMM19] Chenggang Yan, Liang Li*, Chunjie Zhang, Bingtao Liu, Yongdong Zhang, Qionghai Dai. Cross-modality Bridging and Knowledge Transferring for Image Understanding, IEEE TMM 2019 (多媒体领域顶级期刊,JCR一区)

19. [MM18] Liang Li, Shuhui Wang, Shuqiang Jiang, Qingming Huang, Attentive Recurrent Neural Network Weak-supervised Multi-label Image Classification, ACM MM 2018. (多媒体领域顶级会议,CCF A类) 

20. [VLDB18] Shuhui Wang, Liang Li, Chenxue Yang and Qingming Huang. Regularized Topic-aware Latent Influence Propagation in Dynamic Relational Networks. VLDB 2018. (数据挖掘领域顶级会议,CCF A类)

21. [IJCAI17] Xinge Zhu, Liang Li*, Weigang Zhang, T. Rao, Min Xu, Qingming Huang, Dong Xu, Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition. IJCAI 2017 (人工智能领域顶级会议,CCF A类)

22. [CVPR17] Shijie Yang, Liang Li*, Shuhui Wang, Weigang Zhang and Qingming Huang, A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning, IEEE CVPR 2017 (计算机视觉顶级会议,CCF A类)

23. [TNNLS16] Chunjie Zhang, Chao Liang, Liang Li, et al. Fine-grained image classification via low-rank sparse coding with general and class-specific codebooks, IEEE TNNLS 2016 (机器学习顶级期刊,JCR一区)

24. [MM15] Zhiyi Wang, Liang Li, Yugui Lui, Qingming Huang Cross-media Topic Detection with Refined CNN based Image-Dominant Topic Model, ACM MM 2015 (多媒体领域顶级会议,CCF A类) 

25. [Gamenet14] Liang Li, Chenggang Yan, Xing Chen, Bo Wu, Shuqiang Jiang, Seungmin Rho, Jian Yin, B., Jiang and Qingming Huang. Large scale image understanding with non-convex multi-task learning, EAI Gamenets, 2014 (最佳论文奖)

26. [IEEEMM13] Liang Li, Shuqiang Jiang, Zheng-Jun Zha, Zhipeng Wu and Qingming Huang, Partial-Duplicate Image Retrieval via Saliency-guided Visually Matching, IEEE Multimedia, 20(3), pp.13-23, 2013(多媒体领域知名期刊,CCF B类)

27. [DCC13] Chenggang Yan, Yongdong Zhang, Feng Dai and Liang Li, Highly Parallel Framework for HEVC Motion Estimation on Many-core Platform, Data Compress Conference, DCC2013 (数据压缩领域顶级会议,CCF B类) 

28. [TMM12] Liang Li, Shuqiang Jiang and Qingming Huang, Learning hierarchical semantic description via mixed-norm regularization for image understanding, IEEE TMM, 14(5), pp.1401-1413, 2012 (多媒体领域顶级期刊会议,JCR一区)

29. [CVPR11] Liang Li, Shuqiang Jiang and Qingming Huang, Learning Vicept Description via Mixed-Norm Regularization for Large-scale Semantic Image Search, IEEE CVPR2011 (计算机视觉顶级会议,CCF A类)

30. [MM10] Zhipeng Wu, Shuqiang Jiang, Liang Li, Qingming Huang and Wen Gao, Vicept: Link Visual Features to Concepts for Large-scale Image Understanding, ACM MM 2010 (多媒体领域顶级会议,CCF A类) 


视觉信息处理和学习组
  • 单位地址:北京海淀区中关村科学院南路6号
  • 邮编:100190
  • 联系电话:010-62600514
  • Email:yi.cheng@vipl.ict.ac.cn
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