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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 |
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 |
|
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类 |
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 |
|
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类 |
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】 |
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 |
|
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类 |
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 |
|
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 |
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