Chenglin Miao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 44

Top Topics

Geometric Algebra

Hierarchical Reinforcement Learning

Metric Learning

Autonomous Driving

Top Venues

Publications

Yi Zhu, Chenglin Miao, Hongfei Xue, Yunnan Yu, Lu Su, Chunming Qiao
Malicious Attacks against Multi-Sensor Fusion in Autonomous Driving. MobiCom (2024)
Jinyang Huang, Bin Liu, Chenglin Miao, Xiang Zhang, Jianchun Liu, Lu Su, Zhi Liu, Yu Gu
PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-Based WiFi Authentication. IEEE Trans. Mob. Comput. 23 (7) (2024)
Zihao Liu, Tianhao Wang, Mengdi Huai, Chenglin Miao
Backdoor Attacks via Machine Unlearning. AAAI (2024)
Yi Zhu, Chenglin Miao, Hongfei Xue, Zhengxiong Li, Yunnan Yu, Wenyao Xu, Lu Su, Chunming Qiao
TileMask: A Passive-Reflection-based Attack against mmWave Radar Object Detection in Autonomous Driving. CCS (2023)
Jinyang Huang, Bin Liu, Chenglin Miao, Yan Lu, Qijia Zheng, Yu Wu, Jiancun Liu, Lu Su, Chang Wen Chen
PhaseAnti: An Anti-Interference WiFi-Based Activity Recognition System Using Interference-Independent Phase Component. IEEE Trans. Mob. Comput. 22 (5) (2023)
Zihao Liu, Yan Zhang, Chenglin Miao
Protecting Your Voice from Speech Synthesis Attacks. ACSAC (2023)
Hongfei Xue, Qiming Cao, Chenglin Miao, Yan Ju, Haochen Hu, Aidong Zhang, Lu Su
Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation. MobiCom (2023)
Muchao Ye, Jinghui Chen, Chenglin Miao, Han Liu, Ting Wang, Fenglong Ma
PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text. KDD (2023)
Enshu Wang, Rong Ding, Zhaoxing Yang, Haiming Jin, Chenglin Miao, Lu Su, Fan Zhang, Chunming Qiao, Xinbing Wang
Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning. IEEE Trans. Mob. Comput. 21 (4) (2022)
Muchao Ye, Jinghui Chen, Chenglin Miao, Ting Wang, Fenglong Ma
LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization. KDD (2022)
Chenglin Miao, Wen Su, Yanqing Fu, Xihao Chen, Di Zang
Long-Term Traffic Speed Prediction Based on Geometric Algebra ConvLSTM and Graph Attention. SmartIoT (2022)
Muchao Ye, Chenglin Miao, Ting Wang, Fenglong Ma
TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text. AAAI (2022)
Mengdi Huai, Jinduo Liu, Chenglin Miao, Liuyi Yao, Aidong Zhang
Towards Automating Model Explanations with Certified Robustness Guarantees. AAAI (2022)
Mengdi Huai, Tianhang Zheng, Chenglin Miao, Liuyi Yao, Aidong Zhang
On the Robustness of Metric Learning: An Adversarial Perspective. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Yan Zhang, Yi Zhu, Zihao Liu, Chenglin Miao, Foad Hajiaghajani, Lu Su, Chunming Qiao
Towards Backdoor Attacks against LiDAR Object Detection in Autonomous Driving. SenSys (2022)
Di Zang, Yongjie Ding, Xiaoke Qu, Chenglin Miao, Xihao Chen, Junqi Zhang, Keshuang Tang
Traffic-Data Recovery Using Geometric-Algebra-Based Generative Adversarial Network. Sensors 22 (7) (2022)
Yi Zhu, Chenglin Miao, Tianhang Zheng, Foad Hajiaghajani, Lu Su, Chunming Qiao
Can We Use Arbitrary Objects to Attack LiDAR Perception in Autonomous Driving? CCS (2021)
Xinyi Xu, Lingjuan Lyu, Xingjun Ma, Chenglin Miao, Chuan Sheng Foo, Bryan Kian Hsiang Low
Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning. NeurIPS (2021)
Hongfei Xue, Yan Ju, Chenglin Miao, Yijiang Wang, Shiyang Wang, Aidong Zhang, Lu Su
mmMesh: towards 3D real-time dynamic human mesh construction using millimeter-wave. MobiSys (2021)
Ang A. Li, Zongqing Lu, Chenglin Miao
Revisiting Prioritized Experience Replay: A Value Perspective. CoRR (2021)
Yi Zhu, Chenglin Miao, Foad Hajiaghajani, Mengdi Huai, Lu Su, Chunming Qiao
Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving. SenSys (2021)
Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang
Learning Distance Metrics from Probabilistic Information. ACM Trans. Knowl. Discov. Data 14 (5) (2020)
Hongfei Xue, Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shiyang Wang, Ye Yuan, Shuochao Yao, Aidong Zhang, Lu Su
DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Mengdi Huai, Chenglin Miao, Jinduo Liu, Di Wang, Jingyuan Chou, Aidong Zhang
Global Interpretation for Patient Similarity Learning. BIBM (2020)
Mengdi Huai, Di Wang, Chenglin Miao, Aidong Zhang
Towards Interpretation of Pairwise Learning. AAAI (2020)
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding
Towards Differentially Private Truth Discovery for Crowd Sensing Systems. ICDCS (2020)
Mengdi Huai, Di Wang, Chenglin Miao, Jinhui Xu, Aidong Zhang
Pairwise Learning with Differential Privacy Guarantees. AAAI (2020)
Wenjun Jiang, Hongfei Xue, Chenglin Miao, Shiyang Wang, Sen Lin, Chong Tian, Srinivasan Murali, Haochen Hu, Zhi Sun, Lu Su
Towards 3D human pose construction using wifi. MobiCom (2020)
Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren
Privacy-Preserving Truth Discovery in Crowd Sensing Systems. ACM Trans. Sens. Networks 15 (1) (2019)
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren
Towards Data Poisoning Attack against Knowledge Graph Embedding. CoRR (2019)
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren
Data Poisoning Attack against Knowledge Graph Embedding. IJCAI (2019)
Mengdi Huai, Hongfei Xue, Chenglin Miao, Liuyi Yao, Lu Su, Changyou Chen, Aidong Zhang
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm. IJCAI (2019)
Hongfei Xue, Wenjun Jiang, Chenglin Miao, Ye Yuan, Fenglong Ma, Xin Ma, Yijiang Wang, Shuochao Yao, Wenyao Xu, Aidong Zhang, Lu Su
DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data. MobiHoc (2019)
Mengdi Huai, Di Wang, Chenglin Miao, Jinhui Xu, Aidong Zhang
Privacy-aware Synthesizing for Crowdsourced Data. IJCAI (2019)
Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shuochao Yao, Yaqing Wang, Ye Yuan, Hongfei Xue, Chen Song, Xin Ma, Dimitrios Koutsonikolas, Wenyao Xu, Lu Su
Towards Environment Independent Device Free Human Activity Recognition. MobiCom (2018)
Yaliang Li, Chenglin Miao, Lu Su, Jing Gao, Qi Li, Bolin Ding, Zhan Qin, Kui Ren
An Efficient Two-Layer Mechanism for Privacy-Preserving Truth Discovery. KDD (2018)
Chenglin Miao, Qi Li, Lu Su, Mengdi Huai, Wenjun Jiang, Jing Gao
Attack under Disguise: An Intelligent Data Poisoning Attack Mechanism in Crowdsourcing. WWW (2018)
Chenglin Miao, Qi Li, Houping Xiao, Wenjun Jiang, Mengdi Huai, Lu Su
Towards Data Poisoning Attacks in Crowd Sensing Systems. MobiHoc (2018)
Wenjun Jiang, Chenglin Miao, Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek F. Abdelzaher, Jiawei Han, Xue (Steve) Liu, Yan Gao, Lance M. Kaplan
Towards Quality Aware Information Integration in Distributed Sensing Systems. IEEE Trans. Parallel Distributed Syst. 29 (1) (2018)
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding
Towards Differentially Private Truth Discovery for Crowd Sensing Systems. CoRR (2018)
Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang
Metric Learning from Probabilistic Labels. KDD (2018)
Wenjun Jiang, Qi Li, Lu Su, Chenglin Miao, Quanquan Gu, Wenyao Xu
Towards Personalized Learning in Mobile Sensing Systems. ICDCS (2018)
Mengdi Huai, Chenglin Miao, Qiuling Suo, Yaliang Li, Jing Gao, Aidong Zhang
Uncorrelated Patient Similarity Learning. SDM (2018)
Chenglin Miao, Lu Su, Wenjun Jiang, Yaliang Li, Miaomiao Tian
A lightweight privacy-preserving truth discovery framework for mobile crowd sensing systems. INFOCOM (2017)
Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren
Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems. SenSys (2015)
Weijie Guo, Liusheng Huang, Long Chen, Hongli Xu, Chenglin Miao
R-MAC: Risk-Aware Dynamic MAC Protocol for Vehicular Cooperative Collision Avoidance System. Int. J. Distributed Sens. Networks 9 (2013)
Chenglin Miao, Liusheng Huang, Weijie Guo, Hongli Xu
A Trustworthiness Evaluation Method for Wireless Sensor Nodes Based on D-S Evidence Theory. WASA (2013)