diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000..7aaa4ce Binary files /dev/null and b/.DS_Store differ diff --git a/Jingwen_Ye_NUS.pdf b/Jingwen_Ye_NUS.pdf new file mode 100644 index 0000000..1d2ce79 Binary files /dev/null and b/Jingwen_Ye_NUS.pdf differ diff --git a/README.md b/README.md new file mode 100644 index 0000000..2d3c623 --- /dev/null +++ b/README.md @@ -0,0 +1 @@ +This is the homepage of Jingwen Ye. \ No newline at end of file diff --git a/data/cloning.png b/data/cloning.png new file mode 100644 index 0000000..84b907e Binary files /dev/null and b/data/cloning.png differ diff --git a/images/deposit.png b/images/deposit.png new file mode 100644 index 0000000..f16fad0 Binary files /dev/null and b/images/deposit.png differ diff --git a/images/dut.png b/images/dut.png new file mode 100644 index 0000000..b0788db Binary files /dev/null and b/images/dut.png differ diff --git a/images/sdb.png b/images/sdb.png new file mode 100644 index 0000000..b2f5f97 Binary files /dev/null and b/images/sdb.png differ diff --git a/images/zju.png b/images/zju.png new file mode 100644 index 0000000..383c1df Binary files /dev/null and b/images/zju.png differ diff --git a/index.html b/index.html new file mode 100644 index 0000000..20bb68d --- /dev/null +++ b/index.html @@ -0,0 +1,304 @@ + + + + + Jingwen Ye + + + + + + + + + + + + + + +
+ + + + + +
+

+ 叶静雯 (Jingwen Ye) +

+

+ Welcome to my homepage! I'm Jingwen Ye, + currently a research fellowship at Learning and Vision Lab, National University of Singapore， + working with Prof. Xinchao Wang. + + I received my PhD from Zhejiang University, studying computer vision under Prof. Mingli Song and Chun Chen. Prior to that, I got my B. Eng. Degree from Dalian University of Technology. + +

+

+ My current research interests are mainly about Privacy-aware Transfer Learning and Effective Model Reusing. Specially, I focus on the privacy issues on the AIGC models. Also I investigate deeper with knowledge distillation and amalgamation techniques to improve the performance of the multi-task networks. +

+

+ Email  /  + CV  /  + Google Scholar  /  + Github  /  + Twitter  /  + Linkedin +

+ The world is full of magic things, patiently waiting for our senses to grow sharper. -- W.B. Yeats + 		+ profile photo + +
+ + + + + +
+ Selected Publications +
+ + + + + + + +
+
+ 		+ Partial Network Cloning + +
+
+ Jingwen Ye, + Songhua Liu, + Xinchao Wang + +
+ IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 +
+ [paper] + [code] + [video] + [blog] +

+ PNC conducts partial parametric "cloning" from a source network and then injects the cloned module to the target, without modifying its parameters. +

+
+ + + + + + + + + + +
+
+ 		+ Learning with Recoverable Forgetting + +
+
+ Jingwen Ye, + Yifan Fu, + Jie Song, + Xingyi Yang, + Songhua Liu, + Xin Jin, + Mingli Song, + Xinchao Wang + +
+ European Conference on Computer Vision(ECCV), 2022 +
+ [paper] + [code] + [blog] +

+ LIRF explicitly handles the task- or sample-specific knowledge removal and recovery. +

+
+ + + + + + + +
+
+ 		+ Safe Distillation Box + +
+
+ Jingwen Ye, + Yining Mao, + Jie Song, + Cheng Jing + Xinchao Wang + +
+ d (AAAI), 2022 +
+ [paper] + [code] + [video] + [blog] +

+ SDB allows us to wrap a pre-trained model in a virtual box for intellectual property protection. +

+
+ + + +
+ Work Experience +
+ + + + + + + + +
+ Research Fellow,  National University of Singapore + + Oct. 2021 -- Present +
+ + + + + +
+ Research Intern,  Alibaba Group + + Oct. 2017 -- Mar. 2019 +
+ + + + + + + + + + + +
+ Research Intern,&Alibaba-Zhejiang University Joint Institute + + Jul. 2017 -- Sep. 2021 +
+ + + + +
+ Education +
+ + + + + + + +
+ + + Ph.D Student,  Zhejiang University,    (Sep. 2016 -- Jun. 2021)
+
+ College of Computer Science and Technology
+
+ Outstanding Graduate,   Advisor: Prof. Chun Chen and Prof. Mingli Song
+
+ + + + + + + + +
+ + + B.Eng.,  Dalian University of Technology,   (Sep. 2012 -- Jun. 2016)
+
+ School of Information and Communication Engineering +
+ Outstanding Graduate, Ranking: 1/35 +
+ +
+ Awards +

+ Best Paper Award of International Conference on Visual Communications and Image Processing (2022) +

+ Outstanding Graduate of Zhejiang Province (2021) +

+ National Scholarship (top 2\%); Graduate of Merit/Triple A Graduate (2019 & 2020)

+ Excellent Intern of Alibaba-Zhejiang University Joint Research Institute of Frontier Technologise (2020)

+ Candidate of Zhu Kezhen Scholarship (top 1\%) (2019)

+ Most Valuable Academic Award of Doctoral Forum (2019)

+ Excellent Social Practice Individual Award (2018)

+ Award of Honor for Graduate (2017 & 2018)

+ Outstanding Graduate of Liaoning Province (2016) +
+
+ + + +
+ Academic Service (Reviewer) +

+ Journal Reviewer: TPAMI, TIP, SPM, TCYB, TCSVT, PR, TMLR, ... + +
+ Conference Reviewer: CVPR, ICCV, ECCV, ICLR, NeurIPS, ICML, AAAI, IJCAI, ... +
+
+ + + +
+ Invited Talk +
+
+
+ + + + + + +
+
+

+ + template from here + +

+
+
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