年轻的时候:                                                              English Version

   
 

 

 

Email

1、qubit@ustc.edu.cn

2、sota@ustc.edu.cn

 

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、胡蓉,芜湖市大数据建设投资运营有限公司 董事长兼总经理;

2、王启研,蔚来汽车公司 副总裁;

3、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27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 2023 ACF优秀硕士论文导师(获奖学生为本人指导的研究生何静,现在香港中文大学读博)
2 2023 ICASSP 2023, Top 3% Paper Recognition
3 2022 华为“火花奖”
4 2021 王宽诚育才奖
5 2020 CVPR KITTI-MOTS Challenge竞赛,世界冠军
6 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)】
7 2019 第八届“中国软件杯”一等奖,优秀指导教师奖
8 2018 惠普信息科学青年教师奖
9 2018 2017-2018年度“苏州工业园区优秀教育工作者”
10 2016 CCF A类会议ACM UbiComp最佳论文奖 (通信作者)
11 2014 教育部自然科学奖二等奖 (第2完成人,申请书执笔人)
12 2007 中国科学院院长奖
13 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

2024

行健势坤

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1 Yuxuan Zhang, Zhenbo Shi, Wei Yang*, Shuchang Wang, Shaowei Wang, Yinxing Xue GenSeg: On Generating Unified Adversary for Segmentation IJCAI 2024 A  
2 Shaoliang Ye, Wei Yang*, Liusheng Huang Characterization of exact two-query quantum algorithms Information and Computation A  
3 Shaowei Wang, Yun Peng, Jin Li, Zikai Wen, Zhipeng Li, Shiyu Yu, Di Wang, Wei Yang Privacy Amplification via Shuffling: Unified, Simplified, and Tightened VLDB 2024 A  
4 Chuanpeng Guo, Wei Yang*, Liusheng Huang Steganalysis of AMR Speech Stream Based on Multi-domain Information Fusion IEEE Transactions on Audio, Speech and Language Processing B  
5 Weilin Chena, Wei Yang*, Wei Gong A Survey of Millimeter Wave Backscatter Communication Systems Computer Networks B  

 

主要

论著

2023

清梦星河(Dream+River=Dreamer or Driver)

序号

作者

题目

会议/期刊

CCF Rank

/SCI分区

备注

1 Zhidong Yu, Wei Yang*, Xike Xie*, Zhenbo Shi Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples AAAI 2024 A  
2 Zhidong Yu, Wei Yang*, Xike Xie*, Zhenbo Shi TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation AAAI 2024 A  

3

Weilin Chen, Wei Yang*, Lide Xue, Bingren Chen, Youwen Zhu, Liusheng Huang Avalon: A Scalable and Secure Distributed Transaction Ledger Based on Proof-of-Market IEEE Transactions on Computers A  
4 Zhenbo Shi, Wei Yang*, Zhenbo Xu, Zhidong Yu, Liusheng Huang Reinforcement Learning-based Adversarial Attacks on Object Detectors using Reward Shaping ACM Multimedia 2023 A  

5

Yuxuan Zhang, Wei Yang*, Shaowei Wang FGNet: Towards Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation IJCAI 2023 A Acceptance rate: 15%
6 Shaowei Wang, Xuandi Luo, Yuqiu Qian, Youwen Zhu, Kongyang Chen, Qi Chen, Bangzhou Xin, Wei Yang Shuffle Differential Private Data Aggregation for Random Population IEEE Transactions on Parallel and Distributed Systems A  
7 Shaowei Wang, Xuandi Luo, Yuqiu Qian, Jiachun Du, Wenqing Lin, Wei Yang Analyzing Preference Data With Local Privacy: Optimal Utility and Enhanced Robustness IEEE Transactions on Knowledge and Data Engineering A  
8 Shaowei Wang, Yun Peng, Kongyang Chen, Wei Yang Optimal Locally Private Data Stream Analytics INFOCOM 2024 A  
9 Shaowei Wang, Jin Li, Yuntong Li, Jin Li, Wei Yang, Hongyang Yan Differentially Private Numerical Vector Analyses in the Local and Shuffle Model IEEE Transactions on Dependable and Secure Computing A  
10 Shaowei Wang, Yuntong Li, Yusen Zhong, Kongyang Chen, Xianmin Wang, Yuqiu Qian, Jiachun Du, and Wei Yang Locally Private Set-valued Data Analyses: Distribution and Heavy Hitters Estimation IEEE Transactions on Mobile Computing A  
11 Yuxuan Zhang, Wei Yang*, Rong Hu BAProto: Boundary-Aware Prototype for High-quality Instance Segmentation ICME 2023 B  
12 Yuntong Li, Shaowei Wang, Yingying Wang, Jin Li, Yuqiu Qian, Bangzhou Xin, Wei Yang Fine-Grained Private Knowledge Distillation ICASSP 2023 B Top 3% Paper Recognition

 

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

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 (T-PAMI) A 影响因子:24.314

3

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  
4 Jing He, Wei Yang* IMep: Device-free Multiplayer Step Counting with WiFi Signals IEEE Transactions on Mobile Computing A  
5 Zhenbo Shi, Zhi Chen, Zhenbo Xu, Wei Yang*, Liusheng Huang AtHom: Two Divergent Attentions Stimulated By Homomorphic Training in Text-to-Image Synthesis ACM Multimedia 2022 A  
6 Jing He, Wei Yang* IMar: Multi-user Continuous Action Recognition with WiFi Signals ACM UbiComp 2022 A  
7 Shaowei Wang, Yuqiu Qian, Jiachun Du, Wenqing Lin, Wei Yang Analyzing Preference Data with Local Privacy: Optimal Utility and Enhanced Robustness IEEE Transactions on Knowledge and Data Engineering A  
8 Yuxuan Zhang, Wei Yang* BSOLO: Boundary-Aware One-Stage Instance Segmentation SOLO ICASSP 2022 B  
9 Lu Miao, Wei Yang*, Rong Hu, Lu Li, Liusheng Huang 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, Ajin Meng, Zhenbo Shi,  Wei Yang*, Zhi Chen, Liusheng Huang Continuous Copy-Paste for One-stage Multi-object Tracking and Segmentation ICCV 2021 A  
2 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  
3 Kaiqi Dong, Wei Yang*, Zhenbo Xu, Liusheng Huang, Zhidong Yu ABPNet: Adaptive Background Modeling for Generalized Few Shot Segmentation ACM Multimedia 2021 A  
4 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  
5 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 Acceptance rate: 15%
6 Shaowei Wang, Yuqiu Qian, Jiachun Du, Wenqing Lin, Wei Yang, Jin Lin Hiding Numerical Vectors in Local Private and Shuffled Messages IJCAI 2021 A  
7

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
8 Lide Xue, Yajun Liu,Wei Yang*, Weilin Chen, Liusheng Huang A Blockchain Solution for Malicious Price Discrimination Journal of Computer Science and Technology

B

 

 

9 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

 
10 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  
11 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  
12 Zhengyang Wang, Sheng Chen, Wei Yang*, Yang Xu ENVIRONMENT-INDEPENDENT WI-FI HUMAN ACTIVITY RECOGNITION WITH ADVERSARIAL NETWORK ICASSP 2021 B  
13 Yi Zhang, Wei Yang*, Zhenbo Xu, Yingjie Li, Zhi Chen, Liusheng Huang POINTER NETWORKS FOR ARBITRARY-SHAPED TEXT SPOTTING ICASSP 2021 B  
14 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  
15 Lide Xue, Wei Yang*, Weilin Chen, Liusheng Huang STBC: A Novel Blockchain-Based Spectrum Trading Solution IEEE Transactions on Cognitive Communications and Networking Q1  
16 Mingzhu Gao, Wei Yang*, Yang Liu A novel quantum(t, n) threshold group signature based on d-dimensional quantum system Quantum Information Processing Q1  
17 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

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

 

4 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  

5

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

 

6 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

7 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

 
8 Xinrong Diao, Wei Yang*, Shaowei Wang, Liusheng Huang, Yang Xu PrivGMM: Probability Density Estimation with Local Differential Privacy DASFAA 2020 B  
9 Peizhong Wu, Wei Yang*, Haichuan Wang and Liusheng Huang GDS: General Distributed Strategy for Functional Dependency Discovery Algorithms DASFAA 2020

B

 
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

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  

3

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

4

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

Differentially Private Greedy Decision Forest

ICASSP 2019

B

 

 

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

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

5

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

 

6

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

 

 

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