Publications (245)
Uplink NOMA for Cellular-Connected UAV: Impact of UAV Trajectories and Altitude
Nilupuli Senadhira, Salman Durrani, Xiangyun Zhou +2
From Data to Action: Charting A Data-Driven Path to Combat Antimicrobial Resistance
Qian Fu, Yuzhe Zhang, Yanfeng Shu +3
CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion
Wendi Zheng, Jiayan Teng, Zhuoyi Yang +6
GPT Understands, Too
Xiao Liu, Yanan Zheng, Zhengxiao Du +4
Virtual Width Networks
Seed, Baisheng Li, Banggu Wu +115
Assessing GPT Performance in a Proof-Based University-Level Course Under Blind Grading
Ming Ding, Rasmus Kyng, Federico Solda +1
Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges
Dinh C. Nguyen, Van-Dinh Nguyen, Ming Ding +5
Optimum Interference Management in Underlay Inband D2D-Enhanced Cellular Networks
Junnan Yang, Ming Ding, Guoqiang Mao
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning
Chuan Ma, Jun Li, Kang Wei +5
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers
Ming Ding, Wendi Zheng, Wenyi Hong +1
Learn to Unlearn: A Survey on Machine Unlearning
Youyang Qu, Xin Yuan, Ming Ding +3
Adaptive Clipping for Privacy-Preserving Few-Shot Learning: Enhancing Generalization with Limited Data
Kanishka Ranaweera, Dinh C. Nguyen, Pubudu N. Pathirana +4
Do Fairness Interventions Come at the Cost of Privacy: Evaluations for Binary Classifiers
Huan Tian, Guangsheng Zhang, Bo Liu +3
When Machine Learning Meets Privacy: A Survey and Outlook
Bo Liu, Ming Ding, Sina Shaham +3
Please Lower Small Cell Antenna Heights in 5G
Ming Ding, David Lopez Perez
Trustworthy DNN Partition for Blockchain-enabled Digital Twin in Wireless IIoT Networks
Xiumei Deng, Jun Li, Long Shi +5
DNA-GA: A New Approach of Network Performance Analysis
Ming Ding, David Lopez Perez, Guoqiang Mao +1
Generalized quantum cluster algebras: the Laurent phenomenon and upper bounds
Liqian Bai, Xueqing Chen, Ming Ding +1
Will the Area Spectral Efficiency Monotonically Grow as Small Cells Go Dense?
Ming Ding, David Lopez-Perez, Guoqiang Mao +2
Cooperative Task Offloading and Block Mining in Blockchain-based Edge Computing with Multi-agent Deep Reinforcement Learning
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana +3
Analysis and Optimization of Wireless Multimodal Federated Learning on Modal Heterogeneity
Xuefeng Han, Wen Chen, Jun Li +6
Enhancements of the 3GPP LTE-Advanced and the Prized Asset: Dynamic TDD Transmissions
Ming Ding, David López-Pérez, Athanasios V. Vasilakos +1
Performance Impact of Base Station Antenna Heights in Dense Cellular Networks
Ming Ding, David Lopez-Perez
Private Knowledge Sharing in Distributed Learning: A Survey
Yasas Supeksala, Dinh C. Nguyen, Ming Ding +5
Integral bases of cluster algebras and representations of tame quivers
Ming Ding, Jie Xiao, Fan Xu
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Zhuoyi Yang, Jiayan Teng, Wendi Zheng +15
X-Intelligence 3.0: Training and Evaluating Reasoning LLM for Semiconductor Display
Xiaolin Yan, Yangxing Liu, Jiazhang Zheng +53
Promises and Caveats of Uplink IoT Ultra-Dense Networks
Ming Ding, David Lopez Perez
A $\mathbb{Z}$-basis for the cluster algebra associated to an affine quiver
Ming Ding, Jie Xiao, Fan Xu
Explicit cluster multiplication formulas for the quantum cluster algebra of type $A_2^{(1)}$
Danting Yang, Xueqing Chen, Ming Ding +1
Mobility-Aware Joint User Scheduling and Resource Allocation for Low Latency Federated Learning
Kecheng Fan, Wen Chen, Jun Li +3
M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers
Zhu Zhang, Jianxin Ma, Chang Zhou +6
Multi-Server Secure Aggregation with Unreliable Communication Links
Kai Liang, Songze Li, Ming Ding +1
The cluster multiplication theorem for acyclic quantum cluster algebras
Xueqing Chen, Ming Ding, Haicheng Zhang
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications
Zhen Yang, Ming Ding, Tinglin Huang +5
Privacy Meets Explainability: Managing Confidential Data and Transparency Policies in LLM-Empowered Science
Yashothara Shanmugarasa, Shidong Pan, Ming Ding +2
Study on Scheduling Techniques for Ultra Dense Small Cell Networks
Amir H. Jafari, David Lopez-Perez, Ming Ding +1
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis
Jiayan Teng, Wendi Zheng, Ming Ding +4
Realizing Enveloping Algebras via Varieties of Modules
Ming Ding, Jie Xiao, Fan Xu
Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization
Xiumei Deng, Jun Li, Kang Wei +6
Analyzing the Impact of Molecular Re-Radiation on the MIMO Capacity in High-Frequency Bands
Sayed Amir Hoseini, Ming Ding, Mahbub Hassan +1
Fast Channel Estimation and Beam Tracking for Millimeter Wave Vehicular Communications
Sina Shaham, Ming Ding, Matthew Kokshoorn +3
Performance Analysis of Dense Small Cell Networks with Generalized Fading
Bin Yang, Ming Ding, Guoqiang Mao +1
On the acyclic quantum cluster algebras with principal coefficients
Junyuan Huang, Xueqing Chen, Ming Ding +1
Multi-Objective Optimization for Privacy-Utility Balance in Differentially Private Federated Learning
Kanishka Ranaweera, David Smith, Pubudu N. Pathirana +3
Efficient $1$-Laplacian Solvers for Well-Shaped Simplicial Complexes: Beyond Betti Numbers and Collapsing Sequences
Ming Ding, Peng Zhang
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation
Jun Li, Yumeng Shao, Kang Wei +5
Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction
Shuchi Wu, Chuan Ma, Kang Wei +4
Negative-ResNet: Noisy Ambulatory Electrocardiogram Signal Classification Scheme
Zijiao Chen, Zihuai Lin, Peng Wang +1
RAF: Robust Adaptive Multi-Feedback Channel Estimation for Millimeter Wave MIMO Systems
Sina Shaham, Matthew Kokshoorn, Zihuai Lin +1
Towards 1 Gbps/UE in Cellular Systems: Understanding Ultra-Dense Small Cell Deployments
David Lopez-Perez, Ming Ding, Holger Claussen +1
Responsible Diffusion: A Comprehensive Survey on Safety, Ethics, and Trust in Diffusion Models
Kang Wei, Xin Yuan, Fushuo Huo +5
What Is the True Value of Dynamic TDD: A MAC Layer Perspective
Ming Ding, David Lopez Perez, Guoqiang Mao +1
LWIP and Wi-Fi Boost Link Management
David Lopez-Perez, Jonathan Ling, Bong Ho Kim +3
Dense Small Cell Networks: From Noise-Limited to Dense Interference-Limited
Bin Yang, Guoqiang Mao, Ming Ding +2
On the Performance of Multi-tier Heterogeneous Cellular Networks with Idle Mode Capability
Chuan Ma, Ming Ding, He Chen +3
Survey on UAV Cellular Communications: Practical Aspects, Standardization Advancements, Regulation, and Security Challenges
Azade Fotouhi, Haoran Qiang, Ming Ding +4
On the Energy-Efficient Deployment for Ultra-Dense Heterogeneous Networks with NLoS and LoS Transmissions
Bin Yang, Guoqiang Mao, Xiaohu Ge +2
F-manifold color algebras
Ming Ding, Zhiqi Chen, Jifu Li
5G-Enabled Pseudonymity for Cooperative Intelligent Transportation System
Nardine Basta, Ming Ding, Muhammad Ikram +1
Leakage-Based Robust Beamforming for Multi-Antenna Broadcast System with Per-Antenna Power Constraints and Quantized CDI
Ming Ding, Meng Zhang, Hanwen Luo +1
Analysis of Device-to-Device Communications in Uplink Cellular Networks with Lognormal Fading
Junnan Yang, Ming Ding, Guoqiang Mao
Sparse Federated Training of Object Detection in the Internet of Vehicles
Luping Rao, Chuan Ma, Ming Ding +3
Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks
Xiumei Deng, Jun Li, Chuan Ma +4
Path Planning for the Dynamic UAV-Aided Wireless Systems using Monte Carlo Tree Search
Yuwen Qian, Kexin Sheng, Chuan Ma +3
Bases of the quantum cluster algebra of the Kronecker quiver
Ming Ding, Fan Xu
How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers
Guangsheng Zhang, Bo Liu, Huan Tian +3
Probabilistic Caching for Small-Cell Networks with Terrestrial and Aerial Users
Fei Song, Jun Li, Ming Ding +5
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model
Sina Shaham, Ming Ding, Bo Liu +2
Cluster multiplication theorem in the quantum cluster algebra of type $A_{2}^{(2)}$
Liqian Bai, Xueqing Chen, Ming Ding +1
Ultra-Dense Networks: Is There a Limit to Spatial Spectrum Reuse?
Ming Ding, David Lopez Perez, Guoqiang Mao +1
Performance Analysis of Raptor Codes under Maximum-Likelihood (ML) Decoding
Peng Wang, Guoqiang Mao, Zihuai Lin +4
Memorization in deep learning: A survey
Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang +5
On positivity for generalized cluster variables of affine quivers
Xueqing Chen, Ming Ding, Fan Xu
Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations
Yumeng Shao, Jun Li, Long Shi +6
SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation
Yashothara Shanmugarasa, Ming Ding, M. A. P Chamikara +1
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
Jingzhe Ding, Shengda Long, Changxin Pu +46
Fundamental relations in quantum cluster algebras
Junyuan Huang, Xueqing Chen, Ming Ding +1
Federated Learning for Smart Healthcare: A Survey
Dinh C. Nguyen, Quoc-Viet Pham, Pubudu N. Pathirana +5
Approximation of Uplink Inter-Cell Interference in FDMA Small Cell Networks
Ming Ding, David Lopez Perez, Guoqiang Mao +1
Beam Allocation for Millimeter-Wave MIMO Tracking Systems
Deyou Zhang, Ang Li, He Chen +4
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm
Chuan Ma, Jun Li, Ming Ding +4
Energy-Efficient Wireless Federated Learning via Doubly Adaptive Quantization
Xuefeng Han, Wen Chen, Jun Li +5
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation
Jiazheng Xu, Xiao Liu, Yuchen Wu +5
Unique Security and Privacy Threats of Large Language Models: A Comprehensive Survey
Shang Wang, Tianqing Zhu, Bo Liu +4
From 5G to 6G: A Survey on Security, Privacy, and Standardization Pathways
Mengmeng Yang, Youyang Qu, Thilina Ranbaduge +12
Spectral Network Embedding: A Fast and Scalable Method via Sparsity
Jie Zhang, Yan Wang, Jie Tang +1
Cognitive Graph for Multi-Hop Reading Comprehension at Scale
Ming Ding, Chang Zhou, Qibin Chen +2
Low-Latency Federated Learning over Wireless Channels with Differential Privacy
Kang Wei, Jun Li, Chuan Ma +5
Dynamic Base Station Repositioning to Improve Spectral Efficiency of Drone Small Cells
Azade Fotouhi, Ming Ding, Mahbub Hassan
A quantum analogue of generic bases for affine cluster algebras
Ming Ding, Fan Xu
On the Importance of Location Privacy for Users of Location Based Applications
Sina Shaham, Saba Rafieian, Ming Ding +2
Poisoning the Pixels: Revisiting Backdoor Attacks on Semantic Segmentation
Guangsheng Zhang, Huan Tian, Leo Zhang +4
A New Look at MIMO Capacity in the Millimeter Wave
Sayed Amir Hoseini, Ming Ding, Mahbub Hassan
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs
Zhen Yang, Tinglin Huang, Ming Ding +5
G$^2$uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering
Hao Yu, Chuan Ma, Meng Liu +5
MMSE Based Greedy Antenna Selection Scheme for AF MIMO Relay Systems
Ming Ding, Shi Liu, Hanwen Luo +1
Multiplicative properties of a quantum Caldero-Chapoton map associated to valued quivers
Ming Ding, Jie Sheng
Parameter-Efficient Tuning Makes a Good Classification Head
Zhuoyi Yang, Ming Ding, Yanhui Guo +2
Hardness Results for Laplacians of Simplicial Complexes via Sparse-Linear Equation Complete Gadgets
Ming Ding, Rasmus Kyng, Maximilian Probst Gutenberg +1