A Trustworthiness Evaluation Method for Wireless Sensor Nodes Based on D-S Evidence Theory. - Chenglin Miao; Liusheng Huang; Weijie Guo 004; Hongli Xu (WASA, 2013)

R-MAC: Risk-Aware Dynamic MAC Protocol for Vehicular Cooperative Collision Avoidance System. - Weijie Guo 004; Liusheng Huang; Long Chen 006; Hongli Xu; Chenglin Miao (Int. J. Distributed Sens. Networks, 2013)

Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems. - Chenglin Miao; Wenjun Jiang; Lu Su 001; Yaliang Li; Suxin Guo; Zhan Qin; Houping Xiao; Jing Gao 004; Kui Ren 001 (SenSys, 2015)

A lightweight privacy-preserving truth discovery framework for mobile crowd sensing systems. - Chenglin Miao; Lu Su 001; Wenjun Jiang; Yaliang Li; Miaomiao Tian 001 (INFOCOM, 2017)

Towards Personalized Learning in Mobile Sensing Systems. - Wenjun Jiang; Qi Li 012; Lu Su 001; Chenglin Miao; Quanquan Gu; Wenyao Xu (ICDCS, 2018)

Metric Learning from Probabilistic Labels. - Mengdi Huai; Chenglin Miao; Yaliang Li; Qiuling Suo; Lu Su 001; Aidong Zhang (KDD, 2018)

An Efficient Two-Layer Mechanism for Privacy-Preserving Truth Discovery. - Yaliang Li; Chenglin Miao; Lu Su 001; Jing Gao 004; Qi Li 012; Bolin Ding; Zhan Qin; Kui Ren 001 (KDD, 2018)

Towards Environment Independent Device Free Human Activity Recognition. - Wenjun Jiang; Chenglin Miao; Fenglong Ma; Shuochao Yao; Yaqing Wang 001; Ye Yuan 006; Hongfei Xue; Chen Song 001; Xin Ma 006; Dimitrios Koutsonikolas; Wenyao Xu; Lu Su 001 (MobiCom, 2018)

Towards Data Poisoning Attacks in Crowd Sensing Systems. - Chenglin Miao; Qi Li 012; Houping Xiao; Wenjun Jiang; Mengdi Huai; Lu Su 001 (MobiHoc, 2018)

Uncorrelated Patient Similarity Learning. - Mengdi Huai; Chenglin Miao; Qiuling Suo; Yaliang Li; Jing Gao 004; Aidong Zhang (SDM, 2018)

Attack under Disguise: An Intelligent Data Poisoning Attack Mechanism in Crowdsourcing. - Chenglin Miao; Qi Li 012; Lu Su 001; Mengdi Huai; Wenjun Jiang; Jing Gao 004 (WWW, 2018)

Towards Quality Aware Information Integration in Distributed Sensing Systems. - Wenjun Jiang; Chenglin Miao; Lu Su 001; Qi Li 012; Shaohan Hu; Shiguang Wang; Jing Gao 004; Hengchang Liu; Tarek F. Abdelzaher; Jiawei Han 001; Xue (Steve) Liu; Yan Gao 010; et al. (IEEE Trans. Parallel Distributed Syst., 2018)

Privacy-aware Synthesizing for Crowdsourced Data. - Mengdi Huai; Di Wang 015; Chenglin Miao; Jinhui Xu 001; Aidong Zhang (IJCAI, 2019)

Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm. - Mengdi Huai; Hongfei Xue; Chenglin Miao; Liuyi Yao; Lu Su 001; Changyou Chen; Aidong Zhang (IJCAI, 2019)

Data Poisoning Attack against Knowledge Graph Embedding. - Hengtong Zhang; Tianhang Zheng; Jing Gao 004; Chenglin Miao; Lu Su 001; Yaliang Li; Kui Ren 001 (IJCAI, 2019)

DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data. - Hongfei Xue; Wenjun Jiang; Chenglin Miao; Ye Yuan 006; Fenglong Ma; Xin Ma 006; Yijiang Wang; Shuochao Yao; Wenyao Xu; Aidong Zhang; Lu Su 001 (MobiHoc, 2019)

Towards Data Poisoning Attack against Knowledge Graph Embedding. - Hengtong Zhang; Tianhang Zheng; Jing Gao 004; Chenglin Miao; Lu Su 001; Yaliang Li; Kui Ren 001 (CoRR, 2019)

Privacy-Preserving Truth Discovery in Crowd Sensing Systems. - Chenglin Miao; Wenjun Jiang; Lu Su 001; Yaliang Li; Suxin Guo; Zhan Qin; Houping Xiao; Jing Gao 004; Kui Ren 001 (ACM Trans. Sens. Networks, 2019)

Pairwise Learning with Differential Privacy Guarantees. - Mengdi Huai; Di Wang 015; Chenglin Miao; Jinhui Xu 001; Aidong Zhang (AAAI, 2020)

Towards Interpretation of Pairwise Learning. - Mengdi Huai; Di Wang 015; Chenglin Miao; Aidong Zhang (AAAI, 2020)

Global Interpretation for Patient Similarity Learning. - Mengdi Huai; Chenglin Miao; Jinduo Liu 001; Di Wang 015; Jingyuan Chou; Aidong Zhang (BIBM, 2020)

Towards Differentially Private Truth Discovery for Crowd Sensing Systems. - Yaliang Li; Houping Xiao; Zhan Qin; Chenglin Miao; Lu Su 001; Jing Gao 004; Kui Ren 001; Bolin Ding (ICDCS, 2020)

Towards 3D human pose construction using wifi. - Wenjun Jiang; Hongfei Xue; Chenglin Miao; Shiyang Wang; Sen Lin 009; Chong Tian; Srinivasan Murali; Haochen Hu; Zhi Sun; Lu Su 001 (MobiCom, 2020)

DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. - Hongfei Xue; Wenjun Jiang; Chenglin Miao; Fenglong Ma; Shiyang Wang; Ye Yuan 006; Shuochao Yao; Aidong Zhang; Lu Su 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Learning Distance Metrics from Probabilistic Information. - Mengdi Huai; Chenglin Miao; Yaliang Li; Qiuling Suo; Lu Su 001; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2020)

Towards Privacy-Preserving and Secure Crowd Sensing in the Internet of Things. - Chenglin Miao (2020)

Can We Use Arbitrary Objects to Attack LiDAR Perception in Autonomous Driving? - Yi Zhu 012; Chenglin Miao; Tianhang Zheng; Foad Hajiaghajani; Lu Su 001; Chunming Qiao (CCS, 2021)

mmMesh: towards 3D real-time dynamic human mesh construction using millimeter-wave. - Hongfei Xue; Yan Ju; Chenglin Miao; Yijiang Wang; Shiyang Wang; Aidong Zhang; Lu Su 001 (MobiSys, 2021)

Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning. - Xinyi Xu; Lingjuan Lyu; Xingjun Ma; Chenglin Miao; Chuan Sheng Foo; Bryan Kian Hsiang Low (NeurIPS, 2021)

Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving. - Yi Zhu 012; Chenglin Miao; Foad Hajiaghajani; Mengdi Huai; Lu Su 001; Chunming Qiao (SenSys, 2021)

Revisiting Prioritized Experience Replay: A Value Perspective. - Ang A. Li; Zongqing Lu 002; Chenglin Miao (CoRR, 2021)

Towards Automating Model Explanations with Certified Robustness Guarantees. - Mengdi Huai; Jinduo Liu 001; Chenglin Miao; Liuyi Yao; Aidong Zhang (AAAI, 2022)

TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text. - Muchao Ye; Chenglin Miao; Ting Wang 006; Fenglong Ma (AAAI, 2022)

LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization. - Muchao Ye; Jinghui Chen; Chenglin Miao; Ting Wang 006; Fenglong Ma (KDD, 2022)

Towards Backdoor Attacks against LiDAR Object Detection in Autonomous Driving. - Yan Zhang 133; Yi Zhu 012; Zihao Liu; Chenglin Miao; Foad Hajiaghajani; Lu Su 001; Chunming Qiao (SenSys, 2022)

Long-Term Traffic Speed Prediction Based on Geometric Algebra ConvLSTM and Graph Attention. - Chenglin Miao; Wen Su; Yanqing Fu; Xihao Chen; Di Zang (SmartIoT, 2022)

Traffic-Data Recovery Using Geometric-Algebra-Based Generative Adversarial Network. - Di Zang; Yongjie Ding; Xiaoke Qu; Chenglin Miao; Xihao Chen; Junqi Zhang; Keshuang Tang (Sensors, 2022)

On the Robustness of Metric Learning: An Adversarial Perspective. - Mengdi Huai; Tianhang Zheng; Chenglin Miao; Liuyi Yao; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2022)

Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning. - Enshu Wang; Rong Ding; Zhaoxing Yang; Haiming Jin; Chenglin Miao; Lu Su 001; Fan Zhang 019; Chunming Qiao; Xinbing Wang (IEEE Trans. Mob. Comput., 2022)

Protecting Your Voice from Speech Synthesis Attacks. - Zihao Liu; Yan Zhang 133; Chenglin Miao (ACSAC, 2023)

TileMask: A Passive-Reflection-based Attack against mmWave Radar Object Detection in Autonomous Driving. - Yi Zhu 012; Chenglin Miao; Hongfei Xue; Zhengxiong Li; Yunnan Yu; Wenyao Xu; Lu Su 001; Chunming Qiao (CCS, 2023)

PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text. - Muchao Ye; Jinghui Chen; Chenglin Miao; Han Liu 008; Ting Wang 006; Fenglong Ma (KDD, 2023)

Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation. - Hongfei Xue; Qiming Cao; Chenglin Miao; Yan Ju; Haochen Hu; Aidong Zhang; Lu Su 001 (MobiCom, 2023)

PhaseAnti: An Anti-Interference WiFi-Based Activity Recognition System Using Interference-Independent Phase Component. - Jinyang Huang; Bin Liu 016; Chenglin Miao; Yan Lu 001; Qijia Zheng; Yu Wu 020; Jiancun Liu; Lu Su 001; Chang Wen Chen (IEEE Trans. Mob. Comput., 2023)

Backdoor Attacks via Machine Unlearning. - Zihao Liu; Tianhao Wang 001; Mengdi Huai; Chenglin Miao (AAAI, 2024)

Modeling and Understanding Uncertainty in Medical Image Classification. - Aobo Chen; Yangyi Li; Wei Qian; Kathy Morse; Chenglin Miao; Mengdi Huai (MICCAI (10), 2024)

Malicious Attacks against Multi-Sensor Fusion in Autonomous Driving. - Yi Zhu 012; Chenglin Miao; Hongfei Xue; Yunnan Yu; Lu Su 001; Chunming Qiao (MobiCom, 2024)

An Online Defense against Object-based LiDAR Attacks in Autonomous Driving. - Yan Zhang 133; Zihao Liu; Chongliu Jia; Yi Zhu 012; Chenglin Miao (SenSys, 2024)

PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-Based WiFi Authentication. - Jinyang Huang; Bin Liu 016; Chenglin Miao; Xiang Zhang 011; Jianchun Liu; Lu Su 001; Zhi Liu 002; Yu Gu 003 (IEEE Trans. Mob. Comput., 2024)

Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals. - Shiyang Wang; Xingchen Wang; Wenjun Jiang; Chenglin Miao; Qiming Cao; Haoyu Wang 004; Ke Sun 012; Hongfei Xue; Lu Su 001 (ACM Trans. Sens. Networks, 2024)

Neuron Explanations for Conformal Prediction (Student Abstract). - Divya Lidder; Kathryn Morse; Bridget Sullivan; Wei Qian; Chenglin Miao; Mengdi Huai (AAAI, 2025)

Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba. - Yunsheng Ma; Wenqian Ye; Can Cui; Haiming Zhang 001; Shuo Xing; Fucai Ke; Jinhong Wang; Chenglin Miao; Jintai Chen; Hamid Rezatofighi; Zhen Li 026; Guangtao Zheng; et al. (WACV (Workshops), 2025)