The Intelligent Interaction Group (IIGROUP) is affiliated with Tsinghua Shenzhen International Graduate School, Tsinghua University. Our vision is to build intelligent systems that can interact with humans.
Fields our team has published work in include: deep learning • adversarial machine learning • generative modeling. With applications including computer vision• natural language processing • medical analysis • AI safety • ML interpretability • and others.
Source code is available at https://github.com/IIGROUP
Team Leader
Dr. Yujiu Yang is currently an associate professor at Tsinghua Shenzhen International Graduate School, Tsinghua University. He received his Ph.D. degree from the Institute of Automation, the Chinese Academy of Sciences. His research interests include Machine learning, basic research in artificial intelligence, and their applications in natural language processing, visual content creation, and understanding. He has long-term cooperation with Tencent AI Lab and Huawei Noah's ark laboratory. If you have any questions, please contact me directly at "yang DOT yujiu AT sz.tsinghua.edu.cn".
News
[2023/9] Two papers are accepted to NeurIPS 2023. Congratulations to Tianhe and Zhuoyan!
[2023/9] Congratulations to Yong Liu and Zhuoyan Luo! They won the championship in the RVOS track, the 5th Large-Scale Video Object Segmentation Challenge of ICCV 2023!
[2023/9] One paper is accepted to SIGIR-AP 2023. Congratulations to Yiyao YU!
[2023/8] One paper is conditionally accepted to SIGGRAPH Asia 2023. Congratulations to Yuan Gong!
[2023/7] One paper is accepted by TACL (Transactions of the Association for Computational Linguistics). Congratulations to Cheng Yang!
[2023/7] Four papers are accepted to ICCV 2023. Congratulations to Shanshan Lao, Yuan Gong and Yong Liu!
[2023/5] Four papers have been accepted to ACL 2023. Congratulations to Siheng Li, Xinyu Zhu, Zhibing Gou and Qinyan Guo!
[2023/4] Two papers are accepted to ICML 2023. Congratulations to Jiaqi and Xuanzhou!
[2023/3] Five papers are accepted to CVPR 2023. Congratulations to Yatai JI, Jiahao Wang, Qingyan Bai and Fei Yin!
[2023/2] Three papers are accepted to ICASSP 2023. Congratulations to Xinyu Bai, Chengze YU and Guoqiu Li!
[2023/1] Two papers are accepted to EACL 2023. Congratulations to Wangjie Jiang and Siheng Li!
[2022/12] Congratulations to Zhibing Gou and Qinyan Guo! They won the championships in NeurIPS2022 IGLU Challenges -NLP Task!
[2022/10] One paper is accepted to WSDM 2023. Congratulations to Taiqiang!
[2022/10] Congratulations to Yong Liu, Jixiang Sun, Cong Wei! They won the championship in the 4th YouTubeVIS and Long Video Instance Segmentation Challenge of 2022 @ ECCV and the 2nd Place award in the 2nd Occluded Video Instance Segmentation Challenge of 2022@ECCV!
[2022/08] One paper is accepted to NeurIPS 2022. Congratulations to ShuWei!
[2022/08] One paper is accepted to Image and Vision Computing. Congratulations to Ran Yu!
[2022/08] One paper is accepted to TCSVT. Congratulations to Mingdeng!
[2022/08] One paper is accepted to CIKM 2022. Congratulations to Wangjie!
[2022/07] One paper is accepted to TPAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence). Congratulations to Fei Yin!
[2022/07] Four papers are accepted to ECCV 2022. Congratulations to Fei Yin, Qingyan Bai and Yong Liu!
[2022/06] One paper is accepted to TPAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence). Congratulations to Weihao Xia!
[2022/04] One paper is accepted to IJCAI-ECAI 2022. Congratulations to Guoqiu LI!
[2022/04] One paper is accepted to NAACL 2022. Congratulations to Mao Yan Chen and Siheng LI!
[2022/04] Congratulations to Sidi Yang, Shanshan Lao, Yuan Gong and Tianhe Wu! They won the championships in two tracks under Perceptual Image Quality Assessment Challenges of NTIRE 2022 @ CVPR, including the Track 1 Full-Reference task and the Track 2 No-Reference task. ( Full-Reference leaderboard; No-Reference leaderboard).
[2022/03] One paper is accepted to CVPR 2022. Congratulations to Mingdeng!
[2022/01] Two papers are accepted to ICASSP 2022. Congratulations to Jiahao and Wangjie!
Neural Dialogue Generation
Mao Yan Chen, Siheng Li, Yujiu Yang, "EmpHi: Generating Empathetic Responses with Human-like Intents", NAACL, 2022.
Y. Wang, P. Si, Z. Lei, and Y. Yang, "TEC-CVAE: Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract)", AAAI, 2020.
Object Tracking, Dectection, and Segmentation
Y. Liu, R. Yu, F. Yin, X. Zhao, W. Zhao, W. Xia, Y. Yang. "Learning Quality-aware Dynamic Memory for Video Object Segmentation", ECCV, 2022.
Y. Liu, R. Yu, J. Wang, X. Zhao, Y. Wang, Y. Tang, Y. Yang. "Global Spectral Filter Memory Network for Video Object Segmentation", ECCV, 2022.
Visual Content Creation
Q. Bai, Y. Xu, J. Zhu, W. Xia, Y. Yang, Y. Shen, "High-fidelity GAN Inversion with Padding Space", ECCV, 2022.
G. Yang, J. Zhang, Y. Zhang, B. Wu, Y. Yang, "Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation", CVPR, 2021.
W. Xia, Y. Yang, J.-H. Xue, and B. Wu, "TediGAN: Text-Guided Diverse Face Image Generation and Manipulation", CVPR, 2021.
Location
Lishui Rd, University Town of Shenzhen, Nanshan District, Shenzhen, Guangdong Province, China 518055