年轻的时候:                                                              English Version

   
 

 

 

主要研究方向

1、 量子人工智能、隐私保护

2、 计算机视觉、大数据

3、 普适计算、区块链

研究生招生

如果你是下面这类人:

1、对于一些事,要么不做,要做就要做到最好,努力追求极致境界;

2、在平时生活中的方方面面均富有创造力和创新性,如编程、竞赛、读书甚至游戏时,经常会产生一些有趣的idea,并积极去尝试实现它,失败了并不气馁,只为体会成功之时的刹那孤独与感动。

Please do not hesitate to contact me. 欢迎加入本人课题组!

我们的目标是:用科技改善甚至改变人类生活


研究生主要去向

1、UIUC、滑铁卢大学、佐治亚理工等世界CS排名前10的高校继续深造;

2、华为、微软、百度、阿里、腾讯、字节跳动、TP-LINK、旷视等著名IT公司 。

 

我培养的部分优秀学生

1、王启研,蔚来汽车公司副总裁;

2、李凌君,巴特恩资本管理合伙人、联合创始人。

 

个人简介

杨威,男,1978年10月生,安徽六安人。2007年毕业于中国科学技术大学信息安全专业,获博士学位。2008—2013年在中国科学技术大学从事博士后工作。2019.9—2020.8在新加坡国立大学访问。现为中国科学技术大学计算机科学与技术学院副教授 ,同时双聘为合肥国家实验室研究员。近年来总共发表学术论文130多篇,其中SCI收录41篇,EI收录93篇,申请发明专利40多项(其中13项已授权)。作为项目负责人,主持了包括国家自然科学基金面上项目在内的10多个国家级与省部级项目;并作为主要研发人员参与了973、863、国家科技重大专项等多个科研项目。

   2014年,研究课题“基于安全多方计算的隐私保护理论与方法研究”荣获教育部高等学校科学研究优秀成果奖自然科学奖二等奖。2016年,获CCF A类会议ACM UbiComp最佳论文奖,这是中国高校(含港澳台等地高校)作为独立完成单位首次在顶级学术会议UbiComp上获得该奖项,该论文也是中国科学技术大学作为独立完成单位获得的首篇CCF A类会议最佳论文。2020年,获CVPR KITTI-MOTS Challenge竞赛的世界冠军

                                

获 奖

情 况

 

序号

获奖年份

获奖内容

1 2022 华为“火花奖”
2 2021 王宽诚育才奖
3 2020 CVPR KITTI-MOTS Challenge竞赛,世界冠军
4 2020 量子计算软件创新大赛,银奖【大赛共1个金奖(南大),3个银奖(科大、清华、北大)】
5 2019 第八届“中国软件杯”一等奖,优秀指导教师奖
6 2018 惠普信息科学青年教师奖
7 2018 2017-2018年度“苏州工业园区优秀教育工作者”
8 2016 CCF A类会议ACM UbiComp最佳论文奖 (通信作者)
9 2014 教育部自然科学奖二等奖 (第2完成人,申请书执笔人)
10 2007 中国科学院院长奖
11 2006 首届中国科学技术大学优秀博士学位论文培育基金奖

 

 

 

主要

论著

2022

三分天定

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1

Wei Yang*, Sheng Chen, Zhengyang Wang, Yang Xu, Liusheng Huang AutoProfile: An Intelligent Profile Switching System

for Smartphones

IEEE Transactions on Mobile Computing A  

2

Sheng Chen, Wei Yang*, Yang Xu, Yangyang Geng, Bangzhou Xin, Liusheng Huang AFall: Wi-Fi-based Device-free Fall Detection System using Spatial Angle of Arrival IEEE Transactions on Mobile Computing A  
3 Yuxuan Zhang, Wei Yang* BSOLO: BOUNDARY-AWARE ONE-STAGE INSTANCE

SEGMENTATION SOLO

ICASSP 2022 B  
4 Lu Miao, Wei Yang*, Rong Hu, Lu Li, Liusheng Huang DEFENDING AGAINST BACKDOOR ATTACKS IN FEDERATED LEARNING

WITH DIFFERENTIAL PRIVACY

ICASSP 2022 B  

 

主要

论著

2021

斩棘披荆

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1

Zhenbo Xu, Wei Yang*, Wei Zhang, Xiao Tan, Huan Huang, Liusheng Huang Segment as Points for Efficient and Effective Online Multi-Object Tracking and Segmentation IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) A 影响因子:17.86
2 Zhenbo Xu, Ajin Meng, Zhenbo Shi,  Wei Yang*, Zhi Chen, Liusheng Huang Continuous Copy-Paste for One-stage Multi-object Tracking and Segmentation ICCV 2021 A  
3 Zhi Chen, Xiaoqing Ye, Wei Yang*, Zhenbo Xu, Xiao Tan, Zhikang Zou, Errui Ding, Xinming Zhang*, Liusheng Huang Revealing the Reciprocal Relations between Self-Supervised Stereo and Monocular Depth Estimation ICCV 2021 A  
4 Kaiqi Dong, Wei Yang*, Zhenbo Xu, Liusheng Huang, Zhidong Yu ABPNet: Adaptive Background Modeling for Generalized Few Shot Segmentation ACM Multimedia 2021 A  
5 Zhi Chen, Xiaoqing Ye, Liang Du, Wei Yang*, Liusheng Huang, Xiao Tan, Zhenbo Shi, Fumin Shen, Errui Ding  AggNet for Self-supervised Monocular Depth Estimation: Go An Aggressive Step Further ACM Multimedia 2021 A  
6 Zhenbo Shi, Zhi Chen, Zhenbo Xu, Wei Yang*, Zhidong Yu, Liusheng Huang Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds AAAI 2022 A  
7 Shaowei Wang, Yuqiu Qian, Jiachun Du, Wenqing Lin, Wei Yang, Jin Lin Hiding Numerical Vectors in Local Private and Shuffled Messages IJCAI 2021 A  
8 Lide Xue, Wei Yang*, Weilin Chen, Liusheng Huang STBC: A Novel Blockchain-Based Spectrum Trading Solution IEEE Transactions on Cognitive Communications and Networking Q1  
9

Yanjie Ke, Kun Li, Wei Yang*, Zhenbo Xu, Dayang Hao, Liusheng Huang and Gang Wang

MDANet: Multi-Modal Deep Aggregation Network for Depth Completion

ICRA 2021 B 清华推荐A
10 Weilin Chen, Yajun Liu,Wei Yang*, Lide Xue, Liusheng Huang A Blockchain Solution for Malicious Price Discrimination Journal of Computer Science and Technology

B

 

 

11 Yiwen Nie, Wei Yang*, Zhi Chen, Nanxue Lu, Liusheng Huang, Huan Huang Public Curb Parking Demand Estimation with POI Distribution IEEE Intelligent Transportation Systems Transactions

B

 
12 Zhi Chen, Wei Yang*, Zhenbo Xu, Zhenbo Shi, Liusheng Huang VK-Net: Category-level Point Cloud Registration with Unsupervised Rotation Invariant Keypoints ICASSP 2021 B  
13 Zhenbo Shi, Wei Yang*, Zhenbo Xu, Zhi Chen, Yingjie Li, Haoran Zhu, Liusheng Huang ADVERSARIAL ATTACKS ON OBJECT DETECTORS WITH LIMITED PERTURBATIONS ICASSP 2021 B  
14 Zhengyang Wang, Sheng Chen, Wei Yang*, Yang Xu ENVIRONMENT-INDEPENDENT WI-FI HUMAN ACTIVITY RECOGNITION WITH ADVERSARIAL NETWORK ICASSP 2021 B  
15 Yi Zhang, Wei Yang*, Zhenbo Xu, Yingjie Li, Zhi Chen, Liusheng Huang POINTER NETWORKS FOR ARBITRARY-SHAPED TEXT SPOTTING ICASSP 2021 B  
16 Yingjie Li, Wei Yang*, Zhenbo Xu, Zhi Cheng, Zhenbo Shi, Yi Zhang, Liusheng Huang MASK4D: 4D CONVOLUTION NETWORK FOR LIGHT FIELD OCCLUSION REMOVAL ICASSP 2021 B  
17 Mingzhu Gao, Wei Yang*, Yang Li A novel quantum(t, n) threshold group signature based on d-dimensional quantum system Quantum Information Processing Q1  
18 Bangzhou Xin, Wei Yang*,Yangyang Geng, Teng Hu, Sheng Chen, Shaowei Wang, Liusheng Huang Federated Synthetic Data Generation with Differential Privacy Neurocomputing Q1  

 

主要

论著

2020

共抗疫情

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1

Wei Yang*, Yangyang Geng, Lu Li, Xike Xie, Liusheng Huang Achieving Secure and Dynamic Range Queries Over Encrypted Cloud Data IEEE Transactions on Knowledge and Data Engineering

A

 

 

2 Qijian He, Wei Yang*, Bingren Chen, Yangyang Geng, Liusheng Huang TransNet: Training Privacy-Preserving Neural Network over Transformed Layer VLDB 2020

A

 

3

Bangzhou Xin, Wei Yang*, Yangyang Geng, Sheng Chen, Shaowei Wang, Liusheng Huan PRIVATE FL-GAN: DIFFERENTIAL PRIVACY SYNTHETIC DATA GENERATION BASED ON FEDERATED LEARNING ICASSP 2020

B

 

4 Xinrong Diao, Wei Yang*, Shaowei Wang, Liusheng Huang, Yang Xu PrivGMM: Probability Density Estimation with Local Differential Privacy DASFAA 2020 B  

5

Peizhong Wu, Wei Yang*, Haichuan Wang and Liusheng Huang GDS: General Distributed Strategy for Functional Dependency Discovery Algorithms DASFAA 2020

B

 

6 Shaowei Wang, Yuqiu Qian, Jiachun Du, Wei Yang, Liusheng Huang, Hongli Xu Set-valued Data Publication with Local Privacy: Tight Error Bounds and Efficient Mechanisms VLDB 2020 A  
7 Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang*, Huan Huang, Shilei Wen, Errui Ding, Liusheng Huang Segment as Points for Efficient Online Multi-Object Tracking and Segmentation ECCV 2020 B 此次大会在图像与视频分割领域共录用25篇论文,本文是其中唯一的一篇Oral论文。

  清华推荐A

8 Yang Xu, Wei Yang*, Min Chen, Sheng Chen, Liusheng Huang. Attention-Based Gait Recognition and Walking Direction Estimation in Wi-Fi Networks IEEE Transactions on Mobile Computing A  
9 Zhi Chen, Wei Yang*, Zhenbo Xu, Xike Xie, Liusheng Huang DCNet: Dense Correspondence Neural Network for 6DoF Object Pose Estimation in Occluded Scenes ACM MM 2020 A  
10 Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang*, Xiangbo Su, Yuchen Yuan, Hongwu Zhang, Shilei Wen, Errui Ding, Liusheng Huang. PointTrack++ for Effective Online Multi-Object Tracking and Segmentation CVPR 2020

KITTI-MOTS Challenge Champion

- 【Link】

 

主要

论著

2019

秣马厉兵

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1

Shaowei Wang, Liusheng Huang, Yiwen Nie, Xinyuan Zhang, Pengzhan Wang, Hongli Xu, Wei Yang*

Local Differential Private Data Aggregation for Discrete Distribution Estimation

IEEE Transactions on Parallel and Distributed Systems

A

 

2

Yiwen Nie, Wei Yang*, Liusheng Huang, Xike Xie, Zhenhua Zhao, and Shaowei Wang

A Utility-optimized Framework for Personalized Private Histogram Estimation

ICDE 2019

A

 poster

3

Bangzhou Xin, Wei Yang*, Shaowei Wang, Liusheng Huang

Differentially Private Greedy Decision Forest

ICASSP 2019

B

 

4 Zhenbo Xu, Wei Zhang, Xiaoqing Ye, Xiao Tan, Wei Yang*, Shilei Wen, Errui Ding, Ajin Meng , Liusheng Huang ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection AAAI 2020 A  

 

主要

论著

2018

不忘初心

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1

Yang Xu, Jiawei Liu, Wei Yang*, Liusheng Huang

Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings

ACL 2018

A

 

2

Yiwen Nie, Wei Yang*, Liusheng Huang, Xike Xie, Zhenhua Zhao, and Shaowei Wang

A Utility-optimized Framework for Personalized Private Histogram Estimation

TKDE

A

 

3

Xike Xie, Kai Zhou, Xingjun Hao, Torben Bach Pedesen, Peiquan Jin, Jinchuan Chen, Wei Yang

OLAP over Probabilistic Data Cubes II: on Parallelization and Aggregating Extension

TKDE

A

 

4

Wei Yang*, Yang Xu, Yiwen Nie, Yao Shen, Liusheng Huang

TRQED: Secure and Fast Tree-based Private Range Queries over Encrypted Cloud

DASFAA 2018

B

 

5

Zhenbo Xu, Wei Yang*, Yang Xu, Ajin Meng, Jianhua Liu, Qijian He, Liusheng Huang

Link Us If You Can: Enabling Unlinkable Communication on the Internet

SECON 2018

B

 

6

Zhenbo Xu, Wei Yang*, Ajin Meng, Liusheng Huang, Huan Huang.

Towards End-to-End License Plate Detection and Recognition: A Large Dataset and Baseline

ECCV 2018

B

清华推荐A

 

主要

论著

2017

砥砺前行

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1

Yang Xu, Wei Yang*, Jianxin Wang, Xing Zhou, Hong Li, Liusheng Huang

WiStep: Device-free Step Counting with WiFi Signals

UbiComp 2018

A

 

2

Shaowei Wang, Liusheng Huang, Yiwen Nie, Pengzhan Wang, Hongli Xu, Wei Yang

PrivSet: Set-Valued Data Analyses with Local Differential Privacy

INFOCOM 2018

A

 

 

主要

论著

2016

弄瓦之欣

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1

Hong Li, Wei Yang*, Jianxin Wang, Yang Xu, Liusheng Huang

WiFinger: Talk to Your Smart Devices with Finger-grained Gesture

UbiComp 2016

A

【Link】

本文获UbiComp 2016最佳论文奖(Best Paper Award, top 1%)

2

Shaowei Wang, Yiwen Nie, Pengzhan Wang, Hongli Xu, Wei Yang, Liusheng Huang

Local Private Ordinal Data Distribution Estimation

INFOCOM 2017

A

 

3

Wei Yang*, Liusheng Huang, Xiaorong Lu, Yao Shen

CAE: Collusion Attack Emulator for Privacy-preserving Data Aggregation Schemes

SECON 2016

B

 

4

Hong Li, Wei Yang*, Yang Xu, Jianxin Wang, and Liusheng Huang

WiCare: A synthesized healthcare service system based on WiFi signals

ICSOC 2016

B

 

5

Wei Yang*, Liusheng Huang, Fang Song

Privacy Preserving Quantum Anonymous Transmission via Entanglement Relay

Scientific Reports

Q1

 

 

 

 

主 要

论 著

  2015年(及之前)精选

 

 

  1.   Yang, Wei; Huang, Liusheng; Li, Lu; Xiao, Mingjun; Lu, Xiaorong; Shen, Yao; Zhu, Youwen. Hamburger Attack: A Collusion Attack against Privacy-preserving Data Aggregation Schemes. IEEE 23rd International Symposium on Quality of Service (IWQoS), p 153-158, 2015.  CCF B类会议

  2.   Yang, Wei; Huang, Liusheng; Shi, Runhua; He, Libao. Secret sharing based on quantum Fourier transform.  Quantum Information Processing. 2013, v 12, n 7, p 2465-2474.  IF: 2.96  JCR分区: Q1

  3.    Li, Lu; Huang, Liusheng; Yang, Wei; Yao, Xiaohui; Liu, An. Privacy-preserving LOF outlier detection.   Knowledge and Information Systems.   2015, v 42, n 3, p 579-597  IF: 1.782  JCR分区: Q1  CCF B类期刊

  4.   Xiao, Mingjun; Wu, Jie; Huang, He; Huang, Liusheng; Yang, Wei. Deadline-sensitive Opportunistic Utility-based Routing in Cyclic Mobile Social Networks. 12th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON). pp. 301-309, 2015  CCF B类会议

  5.   Chen, Zhili; Huang, Liusheng; Li, Lu; Yang, Wei; Miao, Haibo; Tian, Miaomiao; Wang, Fei. PS-TRUST: Provably secure solution for truthful double spectrum auctions. Proceedings - IEEE INFOCOM.  2014, pp. 1249-1257 CCF A类会议