Publications & Awards

I'm a bit lazy to update frequently, so just check the recent papers in my google scholar.

Thesis:

  1. Yu Liu, Deep Learning for 2D and 3D Scene Understanding. In 2020, Supervised by Ian Reid, Lingqiao Liu and Cesar Cadena (ETH Zurich). PhD Degree in Computer Science, University of Adelaide. (Dean’s Commendation for Doctoral Thesis Excellence)

  2. Yu Liu, Automatically 3D reconstruction of human body based on synchronized camera array. In 2016. Supervised by Guofeng Zhang & Hujun Bao. Master Degree in Computer Science and Technology, Zhejiang University.

  3. Yu Liu, The design and implementation of interactive video cutout system. In 2013, Supervised by Guofeng Zhang (Zhejiang University) & Kaijin Qiu. Bachelor Degree in Software Engineering, Southwest University. Video Demo

Selective publications:

1. Anisotropic Convolutional Neural Networks for RGB-D based Semantic Scene Completion. Jie Li, Peng Wang, Kai Han, Yu Liu. TPAMI 2021

2. Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation. Yu Liu, Lingqiao Liu, Haokui Zhang, Hamid Rezatofighi, Qingsen Yan, Ian Reid. In IROS 2020

3. Depth Based Semantic Scene Completion with Position Importance Aware Loss, Yu Liu*, Jie Li*, Xia Yuan, Chunxia Zhao, Roland Siegwart, Ian Reid, Cesar Cadena. ICRA 2020 and Robotics and Automation Letters. Jan 2020.

4. Anisotropic Convolutional Networks for 3D Semantic Scene Completion, Jie Li, Kai Han, Peng Wang, Yu Liu, Yuan Xia. CVPR 2020

5. RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion. Jie Li*, Yu Liu*, Dong Gong, Qinfeng Shi, Xia Yuan, Chunxia Zhao and Ian Reid. In: CVPR. 2019

6. In Defense of OSVOS, Yu Liu, Yutong Dai, Anh-Dzung Doan, Lingqiao Liu, Ian Reid. In arXiv: 1908.06692

7. Scalable Place Recognition Under Appearance Change for Autonomous Driving. Dzung Doan, Yasir Latif, Tat-Jun Chin, Yu Liu, Thanh-Toan Do , Ian Reid. In ICCV 2019

8. Exploiting Temporal Information for Real-Time Video Depth Estimation, Haokui Zhang, Ying Li, Chunhua Shen, Yuanzhouhan Cao, Yu Liu, Youliang Yan. In ICCV 2019

9. Deep HDR Imaging via A Non-local Network. Qingsen Yan, Lei Zhang, Yu Liu, Yu Zhu, Jinqiu Sun, Qinfeng Shi, Yanning Zhang. TIP 2019

10. Hyperspectral Classification Based on 3D Asymmetric Inception Network with Data Fusion Transfer Learning

by Haokui Zhang*, Yu Liu*, Bei Fang, Ying Li, Lingqiao Liu, Ian Reid. In arXiv: 2002.04227

11. Learning Pairwise Relationship for Multi-object Detection in Crowded Scenes. Yu Liu, Lingqiao Liu, Hamid Rezatofighi, Thanh-Toan Do, Qinfeng Shi and Ian Reid. In arXiv:1903.00620

12. Visual Localization Under Appearance Change: A Filtering Approach. Anh-Dzung Doan, Yasir Latif, Thanh-toan Do, Yu Liu, Shi-Fang Ch’ng, Tat-Jun Chin, Ian Reid. In DICTA 2019 (best paper award)

13. Automatically 3D reconstruction of human body based on synchronized camera array. Guofeng Zhang, Hujun Bao, Yu Liu, Yan Xu. CA Patent ID: 86,356,028 (first student author)

14. Real-time panoramic tracking and scene roaming on mobile platform, Guofeng Zhang, Hujun Bao, Nan Wang, Yu Liu, Gen Lin. CA Patent 2015. (ID: 201510251194.7)


National and Provincial-Level Awards:

1. Oct 2012, personal event has been commended by the Chinese Ministry of Education as the only one out of 50,000 students in Southwest University(1/50000).

2. Apr. 2014, Chiang Chen industrial scholarship (20,000 RMB)(10 students out of 300).

3. Oct. 2012, recipient of the National Scholarship by Chinese Ministry of Education. (8,000 RMB) (1/106)

4. Oct. 2011, recipient of the National Scholarship by Chinese Ministry of Education. (8,000 RMB) (1/106)

5. Jun. 2013, Outstanding Graduate of the Chongqing province( 6 students out of 800).

6. May. 2013, second prize for the“College Students Computer Works Contest“ in the Chongqing province.

7. Apr. 2013, First prize for the Mobile Intelligent Terminal Contest in Chongqing Province.

8. Apr 2013, Hong Kong Sun Hung Kai Scholarship.

9. Apr 2012, Hong Kong Sun Hong Kai Scholarship.

10. Apr. 2012, Second prize for the American University Mathematical Modeling Contest, The Interdisciplinary Contest in Modeling (ICM) .

11. 2011 to 2012,“Morally, intellectually and physically Good Student”award from the Chongqing province. ( 1/2000)

12. Oct. 2012, recipient of the“The advanced individual in scientific and technological innovation” award from the Chongqing province. (5 students out of 2000)

13. Oct. 2011, recipient of the“The advanced individual in scientific and technological innovation” award from the Chongqing province. (5 students out 2000)

14. Sep 2011, First prize for the Chinese Undergraduate Mathematical Contest in Modeling (CUMCM) in Chongqing province.

15. May 2012, Second prize for the fifth Chinese Mathematics Mathematical Modeling Network challenge Contest.

16. May 2011, Third prize for the fourth Chinese Mathematics Mathematical Modeling Network challenge Contest.

17. May 2012, Third prize for the National Programming Contest competition in Chongqing province.

18. May 2011, Second prize for the National Programming Contest competition in Chongqing province.

19. Jun 2011, Third prize for the fourth Chongqing province‘s Universities Database Contest.‘

20. May 2010, Foxconn Scholarship.

School-Level honors and awards:

21. Oct 2012, “Model of Outstanding Student“ in Southwest University （1/4000）.

22. June 2012，“Ten students who moved Southwest University“ (10/50000).

23. Oct 2015, “Morally, intellectually and physically Good Graduate Student”award from Zhejiang University.

24. Oct 2014, “Morally, intellectually and physically Good Graduate Student”award from Zhejiang University.

25. Oct 2014, “Advanced Individual for Social Practice“ award from Zhejiang Univerisity.

26. Oct 2015,“ Excellent Graduate Student”award from Zhejiang University.

27. Oct 2014, Excellent Graduate Student”award from Zhejiang University.

28. Apr 2014,“Best Bo-Le“ award from College of Computer and Technology, Zhejiang Univerisity.

29. Mar 2013, First Prize for The fifth Undergraduate Innovation Training Project (I am the team leader).

30. Apr 2013, Third Prize for the Third“ Hanhong Cup“ extracurricular academic science and technology contest ( Paper type)

31. Apr 2013, Third Prize for Third“ Hanhong Cup“ extracurricular academic science and technology contest ( App type)

32. Oct 2012, “ Outstanding intern“ in Southwest University.

33. Oct 2012,“Morally, intellectually and physically Good Student”award from Southwest University.

34. Oct 2012,“ Outstanding student leaders“ award from Southwest University.

35. May 2012, First Prize for the Sixth Mathematical Modeling Contest in Southwest University.

36. May 2011, First Prize for the Fifth Mathematical Modeling Contest in Southwest University.

37. May 2010, Statistical Design Contest in Southwest University.

38. Oct 2011,“The advanced individual in scientific and technological innovation” award from Southwest University.

39. Step 2010,“Excellent Youth Member“ in Southwest University.

40. Nov 2009, “Excellent Students in Military Training” in Southwest University.

41. Oct 2009, “ Outstanding Students in School“ in Southwest University.

42. Oct 2011,“Excellent Class“ award in Southwest University ( I’m the Monitor).

43. Oct 2012,“Excellent Class“ award from Southwest University (I’m the Monitor).