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	2024	广东省人工智能产业协会自然科学奖一等奖
2	2024	“数据要素×”安徽赛区算力赛道优秀奖
3	2024	“数据要素×”安徽赛区空天赛道优秀奖
4	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）
5	2023	ICASSP 2023, Top 3% Paper Recognition
6	2022	华为“火花奖”
7	2021	王宽诚育才奖
8	2020	CVPR KITTI-MOTS Challenge竞赛，世界冠军
9	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）】
10	2019	第八届“中国软件杯”一等奖，优秀指导教师奖
11	2018	惠普信息科学青年教师奖
12	2018	2017-2018年度“苏州工业园区优秀教育工作者”
13	2016	CCF A类会议ACM UbiComp最佳论文奖 （通信作者）
14	2014	教育部自然科学奖二等奖 （第2完成人，申请书执笔人）
15	2007	中国科学院院长奖
16	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	Wei Yang*, Weilin Chen, Lide Xue, Wenjie Zou, Liusheng Huang	EZchain: A Secure Scalable Blockchain Protocol via Passive Sharding	IEEE Transactions on Dependable and Secure Computing	A
2	Yuxuan Zhang, Zhenbo Shi, Shuchang Wang, Wei Yang*, Shaowei Wang, Yinxing Xue	RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack	AAAI 2025	A
3	Zhenbo Shi, Xiaoman Liu, Yuxuan Zhang, Shuchang Wang, Rui Shu, Zhidong Yu, Wei Yang*, Liusheng Huang	Stop Diverse OOD Attacks: Knowledge Ensemble for Reliable Defense	AAAI 2025	A
4	Zhidong Yu, Xiaoman Liu, Jiajun Hu, Zhenbo Shi, Wei Yang*	AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation	AAAI 2025	A
5	Weilin Chen, Wei Yang*, Mingjun Xiao*, Lide Xue, Shaowei Wang	LBDT: A Lightweight Blockchain-Based Data Trading Scheme in Internet of Vehicles Using Proof-of-Reputation	IEEE Transactions on Mobile Computing	A
6	Zhidong Yu, Zhenbo Shi, Xiaoman Liu, Wei Yang*	PFFAA: Prototype-based Feature and Frequency Alteration Attack for Semantic Segmentation	ACM Multimedia 2024	A
7	Yuxuan Zhang, Zhenbo Shi, Wei Yang*, Shuchang Wang, Shaowei Wang, Yinxing Xue	GenSeg: On Generating Unified Adversary for Segmentation	IJCAI 2024	A
8	Shaoliang Ye, Wei Yang*, Liusheng Huang	Characterization of exact two-query quantum algorithms	Information and Computation	A
9	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
10	Yuxuan Zhang, Shuchang Wang, Zhenbo Shi, Wei Yang*	On Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation	Expert Systems With Applications	1区
11	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
12	Zhenbo Shi, Zhidong Yu, Yuxuan Zhang, Shuchang Wang, Xiaoman Liu, Wei Yang*, Liusheng Huang	Tip the Scales: Achieving Balance in Adversarial Examples Across Modalities	ICASSP 2025	B
13	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类
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类
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

  2015年（及之前）精选